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While startups around the world have tried to build vehicles that can fly without a pilot, only one is certified to carry people — in China.
U.S.-listed [Ehang](https://www.cnbc.com/quotes/EH/) received this certification from China’s aviation regulator in late March, and the company plans to begin operating flights for tourists [along a few designated routes by the end of June](https://www.cnbc.com/2025/04/04/china-may-see-flying-taxis-in-three-years-ehang-predicts.html). The vehicle, known as an eVTOL aircraft, carries two passengers and uses electric power for vertical take-off and landing, similar to a helicopter.
“Ehang should maintain 100% market share in China over 2025-27, as the strict \[the Civil Aviation Administration of China\] airworthiness process poses a high entry barrier to new entrants,” Bank of America Greater China industrials stock analysts said in a May 14 report.
They initiated coverage of the stock with a “buy” rating, and predict the stock can reach $26 — 36% above Friday’s close. The stock is up more than 20% for the year so far.
The analysts expect Ehang to benefit from national policy support and faster-than-expected delivery to tourism customers.
Ehang also [ranked first among global players](https://aamrealityindex.com/f/advanced-air-mobility-reality-index-april-2025-release) as the most likely to reach the thousand-unit-a-year milestone through widespread certification and adoption, according to a recent report from U.S.-based SMG Consulting.
U.S.-based rival [Joby Aviation](https://www.cnbc.com/quotes/JOBY/), whose shares have dropped 9% year to date, ranked fourth. Fifth in the rankings was [Archer Aviation](https://www.cnbc.com/quotes/ACHR/). Its shares are up 36% for the year. The company on Thursday announced it will be the official air taxi provider for the [Olympic Games in Los Angeles in 2028](https://www.businesswire.com/news/home/20250515642674/en/Archer-Selected-as-the-Official-Air-Taxi-Provider-of-the-LA28-Olympic-and-Paralympic-Games-and-Team-USA-in-Exclusive-Deal).
Bank of America does not currently cover either stock.
The [U.S. Federal Aviation Administration](https://www.faa.gov/air-taxis) has been [working on certification rules](https://www.cnbc.com/2024/06/05/archer-aviation-faa-signoff.html) for allowing the companies to fly their vehicles with passengers in the U.S., although initial focus is on piloted flights.
In contrast, China has accelerated its efforts [in the last two years](https://www.globaltimes.cn/page/202503/1329853.shtml) to develop what it calls the “low-altitude economy.”
About 300 local Chinese governments have announced related plans as of April 2025, which include investment in infrastructure for eVTOL operation and business subsidies, the Bank of America analysts said in a separate May 14 report about the overall industry.
Ehang’s certified model, the 216-S, sells for about 2.39 million yuan ($330,000) in China, and $410,000 outside China, the report said. It noted that the larger, 4-seat Joby S4 sells for $1.3 million.
“We conclude that the central gov’t sees the development of low-altitude economy as the crucial strategic industry to China’s economy in the coming few years,” the analysts said.
The policy also covers support for using drones to deliver food and supplies to tourist sites in the mountains. Such tests [gained popularity over the May 1 Labor Day](https://www.cnbc.com/2025/05/07/cnbcs-the-china-connection-newsletter-tourism-surge-defies-slowdown.html) holiday in China.
Several Chinese companies from Xpeng to Volant are also working on flying devices that carry people. Short-haul aerial vehicles can also help with firefighting and emergency services.
For Ehang, the Bank of America analysts predict each tourist attraction will want to buy five to 10 eVTOLs, supporting a total potential China market of 80,000 units.
In the near term, they estimate Ehang’s delivery volume will reach 442 units this year, and 813 next year. “This will translate into 103%/82% revenue growth in 2025/26E,” the report said.
Another, more distant, area of potential growth is the urban air taxi market.
While the analysts expect tourism to be the main driver of demand in the near term, they expect air taxis to grow their share starting from the year 2035. Based on the current taxi and ride-hailing car market, Bank of America estimates total demand for eVTOL air taxis could reach 200,000 units in the future.
“If the annual revenue per air taxi could reach RMB1.5mn by 2035, the air taxi operation will be profitable and … should bring incremental revenue and earnings to Ehang in the long term,” the analysts said.
But the Bank of America analysts cautioned that any accident or passenger injuries could result in reputational damage for Ehang, on top of potential legal claims. Significant incidents could also slow the pace of eVTOL adoption, the analysts pointed out. | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5dzV2MUZtd2FQNEFpUjczeWQ2WUEteGY4MGhXdmxKb1lONGJnWmNQWUxmTjk2XzRQN1NSWXliS3FSZlAxcHFaV0xvTVNxVjdlRUdEM3hOY1RzSThGd3c9PQ== | Z0FBQUFBQm9ORzgyTmROTFdjdkdWbzZDTklvVWZOTmIxUUNkb2lCeGtEWmVmbzNaeGVGS01PNi0tWkdid3g3MjFCTXVCa2ZoWWZJMkNrNXZWSnpmeDFtclVtdG44d2Q4RGFLSjMtR3ZQcWtsYXFhQ2xLeG5HUzRjZm9qZF94d3hPZ0pKM015clBuSDY5TXFwdjNjVXloTGVwX1dnZHpmT0Y2OGEyR1FPRjNDV0tJQlN0Q1pXWjh4c0ZPcWpBaG1MelhkQUZFMUoyYVl1dHJrM00xUnM4LXN1eHc5V2xaVEwzUT09 |
From $15 to $500 in 2 weeks, then lost $500 to $80 in 3 days.
How this happened: Got overconfident and I wanted more profits, took risky setups, lost the trades, got mad, started revenge trading and blew the account.
This is the reality of my trading journey. I was not disciplined and I wanted more profits. Lesson learned and I'll be back stronger.
All the best everyone! | r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5NDhLWmlPNXlVcTNuNmo3WlN3T2RPaWZiWmhPaDZhejVOeWVGbVJfc0ZzZDhwRlRmbVhlcDcyckhESUltNTJYZ0NZX3J1UzBfT0RJQ1gzQ1FWbEVDVGVfcExGalhJVk9ZRXBWSERMd29RZDg9 | Z0FBQUFBQm9ORzgyWFN2X1RtTmU1NTNkT2VBTmZDaEcyTGpBd3NIRWdBNG92WExqbWdBNHdIWGhrV215WmRWRHJ4VmgtcmN3d25jTGpEWEdUOFd2TVh6MHdpSnVaUzlXZk1ReDNSV29Pc3MydDRLVGlKTnpKVUtJWmxHVExoazZXaENLb1A0X2VtYmhydGZPNzlNSEtZeTRUMDNEUGc5SnFBPT0= |
China now has seen weakness in US and Trump negotiations and has started counter tariffs not just on US but also on other countries because now it has figured out that it can get away with it.
This tariff on engineering plastics has the same undertones of Trump policy that says we can manufacture things internally and don’t need substandard materials from outside. Good Luck! | r/stockmarket | post | r/StockMarket | 2025-05-18 | Z0FBQUFBQm9ORzh5em1PYmFqVnc2T1NnWkhhNm1NaGhZa2xzRi1hb3VvMk9RUVMxdUpVbVNCck9VWS1jUnhDdVZpeVRoN2JrRTk4TUhndTA5TlFiUmV2OXhJem5razVZXzREUWxHc29ndl8tWmYzWDJFYWxQRWM9 | Z0FBQUFBQm9ORzgyVzRJMDA0MWRSNEFpa3FMMnFQaUthbDFkSEZNaEVKTmtndkw4R09yWFJrN1NHQkNpOU5ucDNWQXh0VXRjTEs3MlZRRVpFcEFTMnRlVEFWWGw2RnN5bDc5V0hGeUtVb08zZFA3eFlnYmFsU2RObnFTMzVyQkRwalNBNWlXNy05T0tZaU9RUnlDNDh4OWxJaWZCcUhibkdPS2dSeTdXOEhreENNRS1VTHN4WnNWVFU1azY0Wmx0Z2c4NThvOXQwNkZWbEJXb0lCUkl4S0lpR2duejZWWFdxZz09 |
>No paywall: [https://apnews.com/article/trump-tariffs-walmart-price-increases-bessent-855f1aeb6baba764e35fa1316d0e3c53](https://apnews.com/article/trump-tariffs-walmart-price-increases-bessent-855f1aeb6baba764e35fa1316d0e3c53)
WASHINGTON (AP) — Treasury Secretary Scott Bessent on Sunday played down inflation risks from the Trump administration’s tariffs, saying that he spoke to the head of Walmart and the retailer’s warnings of price increases for consumers were simply a “worst case scenario.”
As doubts persist about President Donald Trump’s economic leadership, Bessent pushed back against inflation concerns, praised the uncertainty caused by Trump as a negotiating tactic for trade talks and dismissed the downgrade Friday of U.S. government debt by Moody’s Ratings.
Bessent said he spoke on Saturday with Walmart CEO Doug McMillon, stressing in two news show interviews that what he thought really mattered for Walmart customers was the decline in gasoline prices. Gas is averaging roughly $3.18 a gallon, down from a year ago but also higher over the past week, according to AAA.
“Walmart will be absorbing some of the tariffs, some may get passed on to consumers,” Bessent said. “Overall, I would expect inflation to remain in line. But I don’t blame consumers for being skittish after what happened to them for years under Biden,” a reference to inflation hitting a four-decade high in June 2022 under then President Joe Biden as the recovery from the pandemic, government spending and the Russian invasion of Ukraine pushed up costs.
Walmart did not immediately respond to a request for comment on Bessent’s description of his conversation with McMillon.
Trump on Saturday that Walmart should absorb the additional costs created by his tariffs.
“Walmart made BILLIONS OF DOLLARS last year, far more than expected. Between Walmart and China they should, as is said, “EAT THE TARIFFS,” and not charge valued customers ANYTHING. I’ll be watching, and so will your customers!!!” he posted on his Truth Social site.
Bessent said Walmart on its earnings call on Thursday had been obligated under federal regulations “to give the worst-case scenario so that they’re not sued,” suggesting that the price increases would not be severe in his view.
But Walmart executives said last week that higher prices began to appear on their shelves in late April and accelerated this month.
“We’re wired to keep prices low, but there’s a limit to what we can bear, or any retailer for that matter,” Chief Financial Officer John David Rainey told The Associated Press on Thursday.
Bessent maintained that the ratings downgrade was a “lagging indicator” as the financial markets had already priced in the costs of a total federal debt of roughly $36 trillion. Still, the tax plan being pushed by Trump would add more roughly $3.3 trillion to deficits over the next decade, including a $600 billion increase in 2027 alone, according to the Committee for a Responsible Federal Budget.
The treasury secretary maintained that deficits would not be a problem because the economy would grow faster than the debt accumulation, reducing its increase as a size of the overall economy.
Most independent analyses are skeptical of the administration’s claims that it can achieve 3% average growth as Trump’s 2018 tax cuts failed to do so. Those tax cuts from Trump’s first term did boost economic growth before the pandemic, but they also raised the budget deficit relative to previous estimates by the Congressional Budget Office.
On tariffs, the Trump administration is still trying to determine rates with roughly 40 major trading partners before a July deadline. It’s also in the early stages of a 90-day negotiation with China, after agreed a week ago to reset tariffs on that country from 145% to 30% so that talks can proceed.
Bessent said any worries about tariffs by small business owners most likely reflected the higher rate previously being charged on China. Still, the uncertainty has been a major drag for consumers and businesses trying to make spending plans in the weeks, months and years ahead.
“Strategic uncertainty is a negotiating tactic,” Bessent said. “So if we were to give too much certainty to the other countries, then they would play us in the negotiations.” | r/stockmarket | post | r/StockMarket | 2025-05-18 | Z0FBQUFBQm9ORzh5MmNGWWEyR3MtcFpRVTh5QU9peld0M0xGSGNVWk5LaE9TdjlNZ0xpLUczbFVfcGNHOU9DRkFCa3lFMjFMaWFwSlN3bGdyNWRtNUJXbW16UnZWZGtyS2c9PQ== | Z0FBQUFBQm9ORzgyTTBkcUZUT1VRVjFOVmpFa1RWNnYxdmQ0ckZKR0dHc1R5RW9jUWlELXhXOHpuTnRYMGVqSlUxTlVfS3pQb3Bnb2tYaGU3UHlUbUxIMm5ubWpuS0lRQVh1OXc3YkJacE1DejB1ejFKUnNfdEZRQlJSTHZCR3hkNzd0ODZtM1FReDd3dzFZdEdFOTNmWVZfZ0ViUkJtUzlVbEZXcnZJazZDMmpRYzBuRjVObldWb1JNemZta3pKVExVU2VnZ2oxMjhnOUNETkY4OFN3SVRuS2didXFFaFZVZz09 |
Hello!
So.. im gonna be honest.. Im so lost. Im soon to be 30. I have a 401k with my part time job at target and I freelance for the majority of my income. Im looking for guidance on what 401ks and ROTH IRA's being a freelancer
I do have a high yield saving account with a nice cushion so I have that covered.
With the 401k with target... what should I be investing it in? From what I can tell I don't have it going anywhere?
I am looking to open a ROTH IRA with Vanguard. BUT since my paychecks with my freelancing aren't already taxed... how does this work? I normally take 33% of each check and put it into savings for the taxes at the end of the year..
I have tried looking for classes.. I would love a free one or very cheap one.
Any and all help would be greatly appreciated! | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5THFHVFB2ejhaZThtUmFZdEJzdHlqQ2lOb0JHbkNhQWVReFRDdlptLW5SaFZoZlJuY3lvU3hBczlTV05tRUpiMlkxTmlJRXA4VUxhV3VGY3pWVU9UekI2N2YtNlZZYmpxUEVPQnJ5U1I0azg9 | Z0FBQUFBQm9ORzgyUG5lRHJ3a2x4TDBlM3otRmU0bm5XZWxfekh2LVFwU1k5SFRVUzZYdWdzZ0dQZ1A5SVJfc0V1dFZZMUlwN1M1cUZnLW81QWZuTzIzZHhQLVVpZlphZTBXZjQ1UWlpR1hFSmZDVHQwWHl5YTJ4bzVjeEJ2aF9YOXlpOGg1S0NEc1RiUVNQeWkyUlQ1UkdldVZucUpCMXBRaDJOVmhrMVlkbTJNZXBaX0drMjljPQ== |
Hey everyone,
I'm working on a language learning app where users can paste a YouTube link, and the app transcribes the video (using AssemblyAI). That part works fine.
After getting the transcript, I send it to different AI APIs (like Gemini, DeepSeek, etc.) to detect complex words based on the user's language level (A1–C2). The idea is to return those words with their translation, explanation, and example sentence all in JSON format so I can display it in the app.
But the problem is, the results are super inconsistent. Sometimes the API returns really good, accurate words. Other times, it gives only 4 complex words for an A1 user even if the transcript is really long (like 200+ words, where I expect \~40% of the words to be extracted). And sometimes it randomly returns translations in the wrong language, not the one the user picked.
I’ve rewritten and refined the prompt so many times, added strict instructions like “return X% of unique words,” “respond in JSON only,” etc., but the APIs still mess up randomly. I even tried switching between multiple LLMs thinking maybe it’s the model, but the inconsistency is always there.
How can I solve this and actually make sure the API gives consistent, reliable, and expected results every time? | r/artificialinteligence | post | r/ArtificialInteligence | 2025-05-18 | Z0FBQUFBQm9ORzh5TlFHcmhvd3pydkItaGVfdU91X0NRV3daaGFjQUxzdmtCazlpOTlldnRfMGFDSDVvX1RpcVIzQ3pkVTFRRUNfbllrTVNCVW9jQ0xHU2l2NWFXRU9KbkE9PQ== | Z0FBQUFBQm9ORzgyNndtcmdoLUpsdWNsajFUazhSOWdkZ0U1NlhIazF1cGJWNnBnby13WW9wNlhCWkxrbWw4SGR6RTVMTDJKYnI1QzlGUEx3MV9GU3NjeTNVa0JEcTlHNncxZHo0Q3E2Vy1ZLUNOYm56UGFYUlY3d1duOUhURENFaEdBLWN0WlFTOUZaRVFnNDZaeDBRTHFMdXd1NU5zRTgwOTVqbmdjVEpxbGJXc0VKdjRSeTFpdWVyTXpoNTlMOFRZTlU5SFpnOC11VjMxYWgzdEN3bHE1a1I5YWtHc0V0VnhuZmg1aERiMEI3V1FiS0NSVGFDZz0= |
Hi folks,
In the industry since 2019, I am currently working at a BB as a FO Quant on the STIR side of the business ( Prior to that I was a FI exo Quant at a French Bank for 2y )
I am wondering what are the skills I should master to envisage a move to buy side ? And if is there any material/books I should focus on?
I’ve never worked in Buy-side so I am quite ignorant of the needs of this business and also If my CV is selected what questions should I expect?
Thank you guys | r/quant | post | r/quant | 2025-05-18 | Z0FBQUFBQm9ORzh5bXIxcU9HdnA0TjhBbTk1ZmlPODBTLWtzOWNXMTJCQ3A4WlJPTF9RaG5BYmRHNXFVNE94U0NTaS13dExjbXRubmNFZG5famJra0R5R21sdEt3NjZRMXlEblgxbFRkd3U1Y3pidGZFd0RVVVk9 | Z0FBQUFBQm9ORzgybjJ2Y3Bidk9WT0R6Q21jbnhiRkpBOGI4eFNwR3A2YmE5cS10M3V4SFRpbnNtdVQyWXdvM01RSFlNTkNWTVNHanBEQ3ZlSVdwUlY4SGRJR0ZnYnFPczF0VjdHdWl4VjRrTExCTHlKVjI0RUVTZzl3ckR4TUNGRWZoaVNYUk03YlA5MC01TXNSYnZvTUlwaEFEVWR0M19tYUpadDE3bDdna0VKcjFRZVRzTm5Gb2JyRnJ1MXdBTHJ6Z3pBeVotRHhlTC1RV19MTzZjeFlkck5CaEYxZkxUZz09 |
So I Passed 12th This year and Got 70%. Looking at the current Times I’ve seen that The AI sector is gradually growing and has multiple Jobs to offer. How should I start from the basics and What Jobs Could I Get? | r/artificialinteligence | post | r/ArtificialInteligence | 2025-05-18 | Z0FBQUFBQm9ORzh5QktZSjA5ekp6b2lEY21iSnBPZGM5ZXBxYTFlU2JIRGtMa011TEZ0M0Z0OTU5WkhDYzVnNzdEVFloQzNXMFhMQ0ZpUEVBUzcxQ2thS3NmcXk5Ui1xNWc9PQ== | Z0FBQUFBQm9ORzgyNTNPY1N5U1M1eEtIZ010RnlhRzlnZkhIcXRiRXpvMUVSWTkxMVJWZVhfTXFZTGhobk1KeGNZVjFIOHB5YnA4MEtMYjNBS2pteXg1eVlIOTZFMWZyQTllWkRzZ0JRRmhWa1kzcklsbDlwU2VLME1zRUxId0hGSkNrRTNBN1ZWcm1Ja0lvOTg1UHFobkNGWHltcHlWd2piUmVYelFXRnNKWjQyN29CMjlBSENYWGhxZlNKSEJyRkpyaFV3X3k3QlVS |
Ok, hear me out. If I’m not mistaken (and I may be because I don’t feel like doing a ton of research for a Reddit post lol) stocks took a pretty big hit when the US lost its first AAA rating. Less so with its second. With the third, you may think “meh, it doesn’t matter anymore”. However, I would imagine there are major institutional investors (pensions, endowments, maybe even countries) who have rules dictating the proportion of AAA rated debt. And perhaps those institutions could make the argument that “well, as long as one of the big 3 maintains a AAA rating, then it qualifies…” but now it no longer does. First, does it work like this? Second, if so could this trigger a wave of institutional selling that has deleterious effects on US borrowing costs, and by extension, stock prices?
Edit: ok, a few folks have chimed in that it doesn’t work like that. I know there HAS to be internal policies for institutional investing related to risk levels of holdings - if not actual laws or bylaws - so if it “doesn’t work like that” could someone give a bit more info on how it does? | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5TE9mQi13alJGMFk0YjZVU3hJSnZQVHB4eXlRQU9iUVZOUktRbks5bnAyN3pzZmZGQlJnS0R1RW5kalN1Sk0xdlhNbEtydENoQXFYZUY0UnM4NjF6MWc9PQ== | Z0FBQUFBQm9ORzgySjRLQ3lGMWVkaWtTN3lPVUZBYWhlYzhtMXBQbTVBckFRYUt2eVpFLW1SRlY5QWF6ZWZ6ODhoOTlXVmc1RkNKclYxZGpNVm5sdUVheXRyTmxoR1lSSkFvQTlBWWJ6ZFlBVWh3VE5WeHJZaDYtb19TaXBuRzU0cm8tV0xadVVmYW1hdDNWcHByM1dHVWhqSkw4R0FyTDdVY2lyZGc4YzNwMmV0aHQ0ODZzUll2Z1F0VWxEOWJnMm9vZFBGSnJQV2dz |
Looking at Cameco (CCJ) and Constellation (CEG) as the 2 least volatile in the sector. It seems as uranium is not getting the growth it deserves.
Nuscale has shot up in the out past month, but i funny think it can sustain it's growth. Nxe and uec seem suspect and not as stable as
Anyone know why or has any other ideas? | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5U2lsdzhUVnlBaEF1M2ROc2liUVUwT2V3eVVSUUx5aDZxZW9iSmdmUUx5R09OQUNyc3lDdkhTYkpJU1Z5NGF5MVJldDhNR2V3RjVudmExNHhGdjVuVWc9PQ== | Z0FBQUFBQm9ORzgyLWkzRUJXUGFxX3VlOU9VWlEtLUwzbGN1WlhkdU5QRHBxQ2hpNGZXel9lZDAtU0hKcGZoY3pIdW9uYXZmdjJIUW9vY056aUFFYlZ1WDZFc3drQ3FTcWhLcVY4Q1lZRWNXakVQelFmUHNDTm11b1VoTDlRU2Fwd0pKeE9uWFF2Wk5kOGNkQmdXSXZUNXdhUFhzWDJMZUdjWE1IUEhqdUdiWGFyblBib2d3VzRSZXBnVmhGVFphVmY0NW85VTVlaWhl |
Get a hardware wallet (not that DOT will ever give you any gains though) | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5bXlPRVY2NWNNaVhJMEh4VENWamJJOHdrSzVnbHh3ZDZRbmowOTV3SGk0VGJqM2VXTXp4WmV4Ul94S01KT0FvUHh2by1QOGc4SEhoY2pxQlhvbnYtM3c9PQ== | Z0FBQUFBQm9ORzgyaTRIVHlPNGZiTDg3YjYzNW1XVWR6STlVMm5nbXY1OGktdTZsY0s0Ri1TbnpJdW5MN3pnWENDSzg4V3Rvb1diaEt3OW82cmxaejdwLTAtblNqMW9KMTl3WEhmUFpyQ0FmbDdWemk0VlBBaDNFRnA3aUlfVnVqZkFPVy1hOUd4N1kwWjkwWEwzeDZ0RzZKNXBWbS1IVmphbExONmNOTjdlMjBPTmE0US0yWUEwRkRQaVo2TnNRQmdJUWRpT2twNm1PSnZpUDlEbTNGTEZzb01RcVRLRVJndz09 |
Do you guys have some Crypto predictions for June??
Especially Bitcoin/ Etherum/ Solana/ Cardano / Litecoin .
| r/cryptomarkets | post | r/CryptoMarkets | 2025-05-18 | Z0FBQUFBQm9ORzh5UzNYdDBaMVRJUkRWR3JZS0pSLWg2dzBhYUhEWXFCQTZDemFWS3lvV0ZrRFpDSFM1X05ub3BUSHlDRXktdU5Ham93SUdrZTRoSklmZmhGQ1ZUMHlGTVhyUU5TMS1LQTl1ZlJNd3NHaHVKTU09 | Z0FBQUFBQm9ORzgyN19KMEIwejUxRUVjY2l3VTF0YUhMSUcyUWVRb0gyMENvR1hLT2RXanlZNVdNV0NoWTBHelFaU1NnZ3BYZnVQQ3doendHUmY1TFNyU3RGbzJwaXVLbER6clBZUFl2cnRRdzVYVHBjbFlrNEpPMjY3U0piTDFWN3N6YXBIaVRpQUhEdkwxZ3lSd0xtLWZZMnV5dkhGY3JUMUsyMG50MXpackF5V2VSTVlRX2hkNXdPYll1RWRZWGtxdEs2ejVIOTFteWZiajhQc00xR0dtSFlNNHBhZkc5QT09 |
All credit to FFDataroma on X. Can't post the link here obviously. Pasted all this directly from his post.
Caleb Williams with a clean pocket in 2024:
+ 75% catchable throw rate (33rd among 34 QBs)
+ 0.9% CPOE (30th)
+ 6.69 YPA (31st)
While his O-line certainly wasn't great, Caleb faced the the 13th highest pressure rate, and the 15th highest pressure rate when not blitzed.. both near league average. Even when not blitzed, his 30.9% pressure to sack ratio was 3rd worst in the NFL.
Caleb really struggled last year, even when dealt a clean pocket. I'm seeing a lot of "completely throwing out his rookie year" comments, which may lead to some disappointment. I'm fading his QB11 price tag in best ball drafts. | r/fantasyfootball | post | r/fantasyfootball | 2025-05-18 | Z0FBQUFBQm9ORzh5d01VU2xQVTh2UXYxNDRyMXduYVdJS1VmV1otT05OU1NQVGNNR1dzdmZVLUZhNDNYbGJwWElTbGZ2ZkNaUlB3YVFhbGdkSmk2QlFoaHVvTl9RV0xqb2c9PQ== | Z0FBQUFBQm9ORzgyb2xUTVpVYm5iVVRnamd3eUxZTFBVemxpVFItYnpzTGJqZTJ2UTJQRUItU3M4bGdpUFR3WGh0X2ZtZTBjLUloUTJjMzVZQ243WkprOExZbDgtQk1WWV93RzZaYldQcEc5WWRIQmQzcktNSDdSX09pRkFrRTkxUmx6cHVMUTRzTXRsZlB5XzRhcy1RZDY5SlR2Y0IweFhhLXVIeXhPVHpqMU1pZkxJaG4tYnU0ODdGTklPM1FDUl9XNFJsWU9MbUx0TnZrME5JZGFVQndaWWdNck1vQ2x0Zz09 |
Let’s be very clear: JAM is the future. But we need speculation on JAM during this bull run. We’ve got exactly 6 months left to make something happen and attract attention. After that, we head into a bear run, and with the JAM prize, a massive and extraordinary dilution is coming right in the middle of it. The real DOT bull run will probably be in 2028. Personally, I’m leaving the project in 6 months and will come back in 2028 at the bottom of the bear market to anticipate JAM’s extraordinary explosion. | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5S25vN1lHcTNTRXota0EzdDZoWGpmQUpDcjRBSXhsa3BSWVN4MHk3TE45MlVoWVotcjd2LWxUQW1LUFk3eThIbGhsMS1FeUNVRnJIaVp0RHRsVDJIN0Z4WVlia3JCLTBXOFRLeldsVm43dDg9 | Z0FBQUFBQm9ORzgyU0VuOFdTa0s5S0Y3MWZ5SDdKZjZtNi1WOXNDYW9mYldTdU1OYzhFeERyMWJ5cVB4aXl5M2V5aFFFQVlPdzJSNmFYZUVJams0bkYtdnBmV1kzY2QtUTNSTXZVLVhDbFc4V01XWU9fN1dHdFFDM2tqUUE2VjUtVm1DN29zQ2RRYy1peXdYRkhyNTlYcDJhSllKRllWcWxSZjlxQUFyYzBxY0hLNnlFbGpmdVBRZlg5V0lvMGdGcXgzeTRkVGNfUkhIOFRQdmQyanF5amZKWGRyem9oLXBYZz09 |
TLDR - I have to convert my Principal 401k to an IRA within a few days. Should I keep the funds with Principal (either self-managed or with an advisor), or move them to an IRA with one of my other brokerages?
My former employer terminated their retirement program with Principal, which housed one of my 401k accounts (\~$115K, all in Principal LifeTime Hybrid 2030 CIT). This is <10% of my retirement savings. I'm not currently employed, so I can't roll the balance into one of my other 401k's. I have 401k accounts with Fidelity, Merrill Lynch, and Vanguard, and brokerage accounts with Schwab and Fidelity. I don't currently have a traditional or Roth IRA account.
I met with a Principal advisor who recommended I move these funds into a Principal Advisors IRA, which he offered to manage for a 1.5% annual fee on the balance. He stated that he uses a covered call strategy to deliver returns typically 3-5% above the market, which he can do using stocks of my choosing. He recommended against mutual funds. I can also just convert the 401k to an IRA with the same Target Date Fund and not use his services.
Any thoughts on this strategy with Principal? Should I just transfer to a self-managed IRA with one of my other brokerages? I trade casually on my Schwab investment account (mostly just buying), but my 401k's have been pretty much on autopilot. | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5VDFYanI4bDVDb2kzd1JiSy1fSlNQQkExNEw3ME1vQzg0dmR1dmJIYWJjc1M0dHlQWDh5aG5kVW15dTUzUF82X1Fhdk8yemxQTjkxOGcyVTFVRDZ3bE9CYmcyb00zUkFRR0JtVjhrMmx5NEE9 | Z0FBQUFBQm9ORzgyTkxzTDZRN1JoWDNmVHhBQkNCNl84TUdKZ2tZb3Y1TlhrOHgtcEh0Vm11NXBuMWVSS2dURllPY3YzTENVamIxUlgyMHpUTnROZVhCVFJfclJEWEFwLUNaSVREXzlybVVoVWk0ZDZjOTVtSVlZektRMWJERjdvQWdRLUloajJraE1GazRvcjJuWjExS3NxSmhEZ3UzSmI0QTNDSThIWjI2cXNKLWdrekp5aHlYQkhrbFlnQzJyY2U2RWJsd1dETDZJQ1k1SE5iWEdwYUcxUERaVmx4UXRzQT09 |
Which apps or proggrams would you recommend to learn about how crypto works and how to trade before you put your money | r/cryptomarkets | post | r/CryptoMarkets | 2025-05-18 | Z0FBQUFBQm9ORzh5bi1PbzUwaVp0X21CNHE0TnhWNk01VWFGTHF4MHE5UzhsQ3M4SjZPTnB6V1AtMFI2NFNIeEgyQUkzMDlPX21vWS1Nb05ZY1VTRFBiZ0xVUGt5T2FTVGFueXJoZUlTRXNTRVlCcXE5c3BDX2M9 | Z0FBQUFBQm9ORzgyZ2liYnpSTy0xRTcxT3dVRUFuWlNfYVR2a3RucTF4SEtIbUs0ZmNGTEUyLVp1MlJCZGRDSDZHbl80ZnRZd0JxWWhhbHQxQ3RLZzVoZTE2Wng4SnQwemRGdTRaMlRkUjRsMVBjYjRhMEJqMEVYLVQ5aW52eUVBRmhnQU1RLTJBZDF2NF9EZFNfLWZWSUdrMlk4OWVDbUo1WEN0VGs1VVgwY3hEamk1dGh6NFBRPQ== |
Despite some people calling me a Permabear after I made a killing after Liberation Day (https://www.reddit.com/r/wallstreetbets/s/fT9ephmvL0) and also shorting BRK.B (https://www.reddit.com/r/wallstreetbets/s/kzUQT0EsA9), I've also had some great success this year being a Bull, most recently with OKLO (https://www.reddit.com/r/wallstreetbets/s/RjAq1SBqSn).
My new favorite trade is also a bullish play: UNH
I have many reasons to be bullish on UNH.
In no particular order:
1. INSIDER BUYING: In the last three trading days, Insiders at UNH have bought $31.6 million worth of shares with $30 million of that coming from the CEO and CFO. Here’s a breakdown of the key transactions:
• Timothy Patrick Flynn (Independent Director) purchased 1,533 shares on May 14, 2025, at $320.80 per share, totaling approximately $491,786.
• Kristen Gil (Director) bought 3,700 shares on May 16, 2025, at $271.17 per share, amounting to about $1,003,290
• John Noseworthy (Director) acquired 300 shares on May 14, 2025, at $312.16 per share, for approximately $93,648
• Additional insider purchases, including significant buys by the CEO (86,700 shares at $288.57 for approximately $25,019,019) and President/CFO (17,175 shares at $291.12 for approximately $4,999,986), were reported on May 16, 2025.
“Show me the incentive and I will show you the outcome.” — Charlie Munger
No better incentive for number go up than Insiders putting more skin in the game to ensure this happens.
2. JIM CRAMER IS BEARISH: Presented without comment (https://x.com/jimcramer/status/1923018153350631806?s=46&t=zA11beG1ZvqVrorBODhs-g)
3. DOJ INVESTIGATION LIKELY A SNOOZE: Fellow redditor u/chrislink73 provided an excellent breakdown for why the DOJ case is pretty weak: https://www.reddit.com/r/ValueInvesting/s/ZO8AUearjn
Furthermore, even if the case isn’t dismissed, it could take many months if not years (factoring in appeals) to resolve. The most likely outcome other than the judge dismissing the case is a settlement where UNH pays a few billion dollars and life moves on. Wall Street Banks have been doing this for years since the GFC and investors just don’t really care.
4. ONE OF AMERICA'S MOST VITAL COMPANIES: UNH is the most important healthcare company in the US. Some stats:
- Covers 50 million people
- $410B in annual revenues
- 400,000 employees
- 90,000 doctors in the network
Said differently: Too Big To Fail.
5. U.S. DEBT DOWNGRADE MAKES UNH A FLIGHT TO SAFETY: Historically, UNH has been a defensive play in times of tumult. Given how oversold it is, UNH could be sought out as a safehaven again, with money coming out of the Nasdaq darlings and into UNH. On the flip side, Moody's and S&P Global already downgraded the US before and we hit ATH anyways. UNH would likely benefit in this scenario as well. Heads I win. Tails I win.
6. V-SHAPED RECOVERIES ARE THE NEW NORM: Go look up charts of the major stock indices during the COVID Crash (March 2020), Silicon Valley Bank Panic (March 2023), Japanese Yen Carry Trade Crash (August 2024), Liberation Day Crash (April 2025). What do all of these crashes have in common? They were short-lived and all had insane V-shaped recoveries. I think the same phenomenon may occur with UNH.
7. GAPS TO FILL: With UNH down over 50% in 1 month, there are some major gaps to fill: $305, $375, $503, $580.
8. FUNDAMENTALS ATTRACTIVE: Wall Street will probably coalesce around EPS of $28 for 2026. If you use a conservative MCO (Managed Care Org.) multiple of 13x, this gets you a PT of $364. I think this is a conservative estimate.
9. BUFFETT BUY POTENTIAL: I have no information to substantiate this but UNH strikes me as the exact type of company Buffett would buy at a sizable discount: Dow Jones Industrial bellwether, Huge competitive moat, systemically important company in the U.S., heavily involved with the insurance business which is what BRK.B specializes in, and massive FCF ($20.71B of FCF in 2024).
10. MEMES GONNA MEME: With soft macro data showing the economy is likely slowing, I believe retail investors are more determined than ever to try to ride the wave of the next meme to outpace any broader economic slowdown whether it be a result of stagflation, job losses, or anything else "out of their control". With large institutions dumping UNH, this is the perfect opportunity for the Regular Joe to accumulate a position in one of the most important companies in America at a massive discount. I think the rocket ship has only just taken off.
I could be wrong about all of this and UNH continues to tank. This is not financial advice. I'm gonna shoot my shot. Good luck out there. | r/wallstreetbets | post | r/wallstreetbets | 2025-05-18 | Z0FBQUFBQm9ORzh5N0xNRTl3WWlEWktjdzZJV2ZuX3RSTG1oMmVxNFloamtzTlhDcGVpUGdpd1NQcmZWWXE1bEg1WlJPNXhwMGpRZkVURk1pQTZfcjhBSldtMTlBSWhHcmZzUUlidUNxTHhVN1FxVXpSTk9CTWs9 | Z0FBQUFBQm9ORzgyZHVUZ3NLN1ZYVUVmVzBzZTZoaGxBRkF1TjJzT21KSWNnaWduRmloVkswUlpURVNOVEhMbDgxNFY3amRmcW9fTTVWb2d6Sm96dzNrcEdxbVFoVXVySGxOX0FCUVdUTzZRX2szVFd4YXJ1OE9JeVR5U3R6a3Z2T2trZVA3VjJUME9NX2tRaDFfZ1l6cnNOemtJYXFFbThtRFpMbjBKa3l1aUFHNVctajMxOVRWeEk4QWtQUVQ3R1dCVHp4YUk1blpBNEp6RmE2YmY3ZWxWVVJuWHUzRUoyQT09 |
Just bought an account with the 5ers and I can't find them on mt5 brokers on my android | r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5bmhDVGQyckl6YlFJZ0ltTXVsQVl4eFo1Q0lER1Q5V0FKS0I0UjlaUGJnTl8wWThTQ1BZMVlBOWxZcDVldkVrdlRFMUQ1SUhuc0JaWGFNWWZmNV9yWUE9PQ== | Z0FBQUFBQm9ORzgyMXhTelNJWHBCS0M0b25VOGh2azNoZk81N01RbERqVGE5NmVPQ1FIR0I2bUpwdE5TYjJMWmwwUXI2TnMzNUpQZUY3UVdQVFJ1RlVoc0RreDFmTTAzUElTNUdwU2xSMi1VZDd6d2I4SHZ1b214Ukd1VEdIcnZFSW16cTdPdi1MU29jTldKNTBORGN2TExSV0ZKV0l0Szg0MGc0YlNhbVhHc1Q3aUtZeXRESXVUUzgtWEpqLWdUNVFscS1tb05QV0tO |
I was waiting for the talisman/ledger connection before I was ready to start staking and imo it’s really fluid with no errors on my end. All transactions need to be approved by my hardware wallet. I wouldn’t be using a hot wallet with a significant holding in any crypto these days. I lost $6000 in $WIF on my phantom wallet about a year ago which I had never thought I connected anything to. I was dumb and playing the meme game a little after hitting big on BOME prior to. Luckily it wasn’t a crippling loss like all my assets like others have experienced but it made me take a few moment back to come to terms. Honestly took a break from crypto after there for a few months. We are all targets and need to have safe guards in place for your assets. Even with these safe guards you can become vulnerable so imagine just having a hot wallet waiting for the culprit it’s just leaving the door unlocked for the suspected criminal | r/bittensor_ | comment | r/bittensor_ | 2025-05-18 | Z0FBQUFBQm9ORzh5U2F6c256Nl9EMnNRdkFqZDJCcmdUaGxOOXJFSFBLYy1qTng2OWF1UWVFcVFXVGZ2M3pNa1B1ZE9hYVBjR3NFbzlwazQ1bmZaVjE1cFZEbGV3b0lUdFE9PQ== | Z0FBQUFBQm9ORzgyUDBDdE1sVlM4UnN1Y050eEFWYjBTbmItTFZYNVAxMUUzUVFadFc5R3BmYmxqLVlXUnRyem45STh2VEtud19aN1JtUFVBME1YOEotM0w4OVU0dDl4UjM1S01faTlyUmhvaXZBU2d0U0xMMjNEdEpJd2RfSnhYaEdQWFpzZWRfbU5fcjFpdWRvc2E2ZFZyVjNRMXRENzJXNWgxdmFSZGZXQ2w1MGdPQTBieEc4PQ== |
Price dumps a lot or just dosent move which gives it attention | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5RncydURvZ3FxN19KcXFlSHNHQzhfZm5VRWx2SXV3dVhQVERTZWk2WEpjME1mTEFfX193VkFXdG1CNUJGNW1NRktGNTZiVWJjenE3OUhzc2lraUZOVVE9PQ== | Z0FBQUFBQm9ORzgyWFNZUXFUNDVYd3Q0bGVRLW9kYnhoS0JKSUloODRsUV9Kb3Z1LVM1bTFscE5pMDFnU2dwZW9ldXp6T1Y0TWdaREVIdjU5RWdnS2pOUUxyVTBzNWRzZFpzZUxJRE9vZXdaQzdyNndiV25VekZKUjRsVEZBdUhRSUxsX1hZQmF1YUpEaVFXMlJhX3lvckIzNGJHYU41WFBSYVhrc0RQM1dqYXFLYVhESmVnZnFNejlyZjFNNUZWWjhfTVNOdXFxMXFIYzBRakhRbUNJdWJLbkZlcjRLU3FiQT09 |
Come on mate, put the crack pipe down. | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5OUNyU0hHT0FTeUhLOFpCRUdNV2d5Rm5DbWo0ZFhlTTB2RWxvYkJieWlkZk5kUlQ4akFPWm1uVkp5dWFjSnViVWtVc0U0RE1lWVBiZ2QwU2VsWWJfc0E9PQ== | Z0FBQUFBQm9ORzgyNnlNVS1QVUdQSGlSbHZpVkgydTJ2QmlsTzE0R0hHUzAxcVB1WEpXaFhVaUlVV290MXpsOHd5dDN2ZUpKM3NvT1JpN2tuel9yb1k5ZVk4ZlY0VzhQekdEYjNSUFNmbERlNzRuc2dWaUhPbWhKdHBROGtINW5HVFFyRENWeTBOVUdnejlHR3R3aXJiVmRXRUJMX3VESFRpaF9DenVrMEZ6bWNXQUJYS2lIWXlCWXlMcFNET1hLU3VNNUlzNHoxN19DLVBkQTF1Wnk5VG5JM1FINEFkZFprdz09 |
When users talk to it it refers to itself as I or me, the user as “you”. Which i think is probably incorrect cuz its not a person. It’s a thing. So it would be more appropriate if it says “Chatgpt will certainly help you with …” rather than “I will certainly help you with”.
The intriguing thing tho is noone actually knows how LLM works so it’s not clear if it’s actually a thing or a partially sentient being (at least to me). But i think it’s safe to say it’s more of a thing and giving users the impression that it’s actually a person is dangerous. (If its partially sentient we would then have bigger questions to deal with) | r/artificialinteligence | post | r/ArtificialInteligence | 2025-05-18 | Z0FBQUFBQm9ORzh5VEVQQ0JWR1d5dzZzTkZMQjFsQW4tN3VyYTA4Mmt2a3k0V3J3WW82MzdpOFNiZUw5RlA0a0NPM2Y4WlZBTkNIU0x2MzQzSlZOVU1wU09ubnM3QVYzM3drREtFQXlyclhVdXR3Q21NcW4zX3M9 | Z0FBQUFBQm9ORzgycG1pRElsWGxDNW9OVzllRFVhVmZBVm10TE5KUFBrYzZDZTNiTkEwdlVHQ0Fzcm1VY3VqRGo2TFFYSUg2NmFkSF9DbDU5MzROY2VlZy1tbV9aczlITmRXRnctV0h2Z3VoZFBhb1FEd3pzbUt1MEp3UzdIZWZqVDZmZ0VIZml2WmxmVGF6ZTdRTG1DTDI3eE1uSkc0XzFlNmRCbFBxX1NyMVdFeGp1ZEV3N25uV0JlYmhxR190LWJjV0s1a2RLemFJNU80Vm81dHpNS3p6UjJSOHlHMHdfXzllcjNuZ0E5MVlEamQ4aEdzREZUcz0= |
Is there such a thing as forex trading signals where someone tells you what to trade with a stop loss and everything ? I’ve been seeing those around lately but not sure if I should trust it. | r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5MmhIOWs4UzlTdlcwNzdqcEVoU1Q0SkJEbFg4QUUyV2g3ZWJFN2NVZlZpM2trc21QMUN4Z1R0R3lNQm9qME80ckh1a1JaQ3U3MDdRZzdFVHpNcWJSbVE9PQ== | Z0FBQUFBQm9ORzgyUHdTZnJrSHdfZDNfY0M4QkJVcFNvUFdSNFJVOG91RGNpU3VBcnhoc1VzTkVidzA0RjNLRXg3YWdwUDZvTEhMcVJOcGJRTU9DcTRsandXeF91Q0lUQkR1eGpRa3FkWm1CWTZpbWVMUzhLMlNvZjVXeXVCemhGZWlNS0RaSVU0Z212ckhKeVFUdnJHQ1Z0bTNZWW5ZSF8tNFN5RW5YOXYtTFQ1cGppZEo2cHdjPQ== |
Yeah I will prob be moving back soon. I really prefer the BT wallet UI and graphics. I had that glitch w Talisman linking to Ledger, and also oddly always get expired certificates flags on the Talisman / Staking / Positions page, that kind of weirded me out too… thanks for the concern. | r/bittensor_ | comment | r/bittensor_ | 2025-05-18 | Z0FBQUFBQm9ORzh5cFctY0F0bWhhcDAtUnRGOGNlc2pNcnU3UkNhb1RzZ29LUzFiVGE5ZFREbG9jYVJZNTlLMFBqcERJNUpwYUZpVkY3TkNGYkJXbThObUNYaUNld0ViZUxyQTRzNTBJd1A3RnlFbGtpbW5fYkU9 | Z0FBQUFBQm9ORzgySk1wOFhmV2NySnA2WGhRT3B4bmRsejdSQ2RmRHdaRExjUjRUZ2Y2eUllSS1OYUFiNnpPSmp6MWMyTlhrNWUyc3lScE1Mc243d1pjVjVSOWp6Y3BXQUJZcEFZV3h5Z0k1UDJjLXRrS2w0cnBTRE5KdDU0ZmZOeDVWY0JoTFRUVkNNeDFDV3J5SWM5SXp4emZoQWE2eENtdXN2ME5tQkllcktVQXExTWJiTURvPQ== |
Is it just me, or has it gone completely quiet lately? Especially for risk quant contracting — it seems unusually dead, with very few (if any) interesting new roles popping up.
For those of you with experience, it used to take no more than a couple of months to land a contract. But now, even that seems challenging.
Would love to hear your thoughts and experiences. How are you finding the market? | r/quant | post | r/quant | 2025-05-18 | Z0FBQUFBQm9ORzh5aFRQY3E4cGVtRlV0UVZINUJuU3J3QnpwMVNWQ25Jd1JMQnRFbFlmY2FFX0M1T3NsaGpqdWlOeFp5LVo3dzBJejF2R0w0eW9rc00xQk5pMFBvQTFDYUE9PQ== | Z0FBQUFBQm9ORzgyTEZjTGxmUFRlRVpZT3p6RkFIMU1QUlFjTHFwT0ZiUjRfTTNaclRtenNNaXdPZ2dEY0NuQU0xTTFPdTh4WklHYWJUbUczRE04MmVBV1d3WkFOMUltNWdLc3ZfWGlSc1NmSy1BWTFyQ29LVHgwcktrWjlkdGhuQ01uU0dJLUhIaFNVeUsxQzFwY2h2LVREQzVac240WERkNEhzREJ5enhqXzdhQnRBR2FBQ2ZOUzBSeGJpeG1CaFVsbDRhUWhZbHZD |
When you look at finance billionaires, hedge fund founders, private equity giants, or investment moguls, it seems like nearly all of them come from Ivy League schools or other elite universities around the world.
Is there a real correlation between university prestige and financial success in this industry? Or are there notable exceptions?
| r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5dXpBR1BfMHdvcHFDNVZQM0NpeDRGbzF5U0N4NEJ1X2JIY21UQVVWbXJObDlPMEhtOFpZb1lHWVlTclRUb0xnQ1dGSFhtdXBrUFM3OTNtcVRzNlQxalozeGRLYkZHclVlUE5NbU5jQmlxNkU9 | Z0FBQUFBQm9ORzgyRkFRMm56LVFVMGI4TFpKSTU3UjhfLXhSMU0tcG1yVnoxSWN2YVk2ZElQQnlpTjBWcV9PR2NvNkoyVktLTUUzZGVJLVhrMUt1Sk9oRTV2QVdCTEU3NzhsTlpzSDd5UUdFREdtRUVxOHRLV1k4MzZpdnV5VDdldGJrVDg1T25EN1JFR2RvYjNfQkxEaVMtdVl6RjBOcWdKZU9DNkQ1dEpmaXRINFJibVB6dzlKWWY4ZGhsdnFHN190LTliUVgwazJJOExFUDhic2FzdDBLc2JYMUlIc0pXUT09 |
I wish tangem supported Tao staking. | r/bittensor_ | comment | r/bittensor_ | 2025-05-18 | Z0FBQUFBQm9ORzh5aTFqYU9naWY0NENoblA0TThLdGdmQWtsSi1qNS1FdWdZSlg0ZFBRMWhYd1ByaDZjT2I5UUlMc21LNGRTYXhPTnlObG9LdGIwOVBQbU1tdjZmQ1BzSFE9PQ== | Z0FBQUFBQm9ORzgyblpPb3g5Q052bXI0THNONm1NQWdfbTMxOEx1dXVPa2k3TFRiR0hRVnotcWlMUGRyOHN5R1FqN2c4eXZGM2RDZEJObTE2WThlSnJsYjRiV1NhT05XNnA1VDdaN3R4VG1wWmhVdlEyakduQURQaXp0SVZYTG9JY0ZtZk4wLWZPNFZiVU0yMTg3NXh2bUpmUmlleEIySjBBdXRnamR0SlBpdmp3bE9Qa2Z6RHNvPQ== |
been in crypto for a couple years, mostly just chasing moves and copying setups off CT or reddit. not gonna lie blew some accounts, overtraded, fomo’d in, the usual.
last few months i’ve been taking a more structured approach. i journal every trade, write a short plan before entering, and only take setups i’ve reviewed beforehand. i still use tradingview as my base, but started running screenshots through chartlens too it gives you a quick summary that helps me pause and double check before i enter. not perfect but it saved me from a few bad trades already.
cutting my trades down to 1–2 per week made a big difference. i’m not printing lambo money, but it feels way more stable now. just wanted to share in case anyone else is tired of guessing and wants to clean up their process. happy to share more if helpful. | r/cryptomarkets | post | r/CryptoMarkets | 2025-05-18 | Z0FBQUFBQm9ORzh5UVBFM2I0TERCZ1k4bHdsMXhrT1MzdnBFZHpRZXA2TFZUVUQyTllPSkY1dUhIWDNyN0RPdk15aW1CeGhGMDRiQnoxUFd3MTJxbGJDRkJLUUxHdXVNeEE9PQ== | Z0FBQUFBQm9ORzgyVlAzX0VEbzRMdzdUMHBudWtRdVBoVHF2aDBWekNrOWVDVGF6Um4zQ3NtQnZ5Ylo3bnFscEdaSUhZbEFFblZpaU9JUkQ0dE1fdS1ldGJaaEEtUmk4NzEzMWdfRGs4R2dveVFFa3VHS3Vpd2ZCTFV2cXJEczA0dWVVLVVaS1o3SkRBNFRaTXNaNzNHQjNuRHMtYUE1dDdzR2tSVExzZ2JJWDNkTEVsaEl2enpaWV9JMjg2SlEyUUFQRmYyZWNwRVJka3JuUXpWVWdSempMZjM1ZTNKaXVSUT09 |
Is there a consistent standard here? Do you include the emergency fund in the numerator/denominator, or keep that separate? In other words, if you had $100k emergency fund in cash, $100K in investments in the market, and $100K in a HYSA (not saying this is advisable, just trying to keep the math easy) would say you have 66% in cash (emergency fund + HYSA/everything) or would say you have 33% in 50% cash (hysa/hysa + investments)?
Just curious how I should be thinking about my own personal cash exposure, and wasn't sure how to phrase it. TY! | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5VDBCc1ZubmpsdXVKRkRiWWd0Rlp4THNrcERaQVJzZnN3ckRrYWV2cFJUM3JraXVEWGNqSWwwTVBfclZoUUZGMVliX190ejVqbmJCVTFLakpidHFXWkMxc1lIa2dnQ1JUUDNYMXBEUUNnczg9 | Z0FBQUFBQm9ORzgyRzBSc1BQcVA3VlBtWmZiZXgxRGozMG5aQUJJVUhSLXhXQjAyemV4NlJ5Y0I2SkFlMy02M01uQ2lYdU84V1h5QVVhbFp4ekw5WE9iSWFXLVVPLWxHSlJjOEJMa1g4MU9YZ25OdnVjT1M3R2NpTUdGSkVmSE1hRkZ6V1E0T1dwdl9jSUdNY2RpRXg4TGdSNFFuZmhXUU9feU10ZXlXVTZRemFLR05NMUNaMm9NUTE3UDUxTlh0MklYWDR1LW5LR3RKOWNHbGxGUWtCblFvUFpCM2FoYzRQUT09 |
It's on Mexc ,Gate io. It's on every cex that's worth being on. | r/bittensor_ | comment | r/bittensor_ | 2025-05-18 | Z0FBQUFBQm9ORzh5RVlWYWVMdlVNVnVwVUVyYWY4c0hVQkVfZUJ3TGlEMHM1N2RMSGpHRlNFRzA3ZXBkUkVOZ1F6eDJRSzYzdjBxbUQ3M1hORGNNWWJuXzNDRDBqQXJJUlE9PQ== | Z0FBQUFBQm9ORzgySy0xMXJPdy1uNTVzVFQ1RGRPeUdzRWhOWVpmS3BzQWgzZDJKaXJ2VW5ZSGd0NF9vWkRzRHNLR3JyclZYNV9fZmdxVVJEeTBrZW1yUVZiS0l3V1Q1dk9kVXl1VXQySWRwY3BrTHc4ZjFlbUtLLXcwcENZelpuU1ZLMjNoSEJsLWMzcE5LeUg2ZmxCbnVHbW9FZlF4VTY3WkNPbDl3T3FnRWVPWk1lQjJfeU5rWUwxQzljTm1abl9aSGd5NWpaODF6Q2lmYXI1M2w2bFlJQVVYYTVSRERoQT09 |
hey guys I want to be a better investor and I am pretty young. i was wondering whether studying macroeconomics specifically would help me with discovering strategies/predicting the markets. if there are any free resources please share let me know. thanks! | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5LWRGcC16UjBCOXdXeEJoYVc3WEJIamh2MnpmM1dsZ1VjZnJtMEtnbDQtMnNtelZKSkhwdTBkdy1SZ1E5WEFuakU4UnNZbzNQeU1kYVJoU0NzU2NLWEkwVnZ6aVB3Z3otWUJHNzkyeDR5QlU9 | Z0FBQUFBQm9ORzgyaGhuVG9XTWJock1qb3RINThaejlrVHN4bTRmTUUybGJITUNKTVZMeEdZVUphcnZ5VDVWRzRHOXQ5c3FpcE1nc2JKNHBnaFBlTVZSdGhVWnR0MTBTVDhZV00yWlFNMG03TjRnWE5yRVJNN0NtVUdUV1NTUVEtZWdOT240M0RtcUo4N3plTDFjZVZVM09kbEVvMHNoUVBEcWstdkhWY1d4b2s5M3dsNUE4NTA1RGRZVHVqU0Z4ZF9kUEhZaWlDYTlfWUM2SHBrUDZINGJOXy01QjlSZ3ZrUT09 |
Hello, I am looking for advice on statistically robust processes, best practices, and principles around economic/financial simulations in a given system.
i'm looking to simulate this system to test for stuff like:
\- equilibrium and price discovery, pathways
\- impacts of heterogeneity and initial conditions
\- economic outcomes: balances, pnl, etc
\- op/sec testing: edge cases, attack vectors, feedback loops
\- Sensitivity analysis, how do params effect market, etc
It's basically a futures market: contracts, a clearinghouse, and a ticker-tape where the market has symmetric access to all trade data. But I would like to simulate trading within this system - I am familiar with testing processes, but not simulations. My intuition is to use an ABM process, but there is a wide world of trading simulations that I am not familiar with.
What are best practices here?
Edit: Is this just a black scholes modeling activity? | r/quant | post | r/quant | 2025-05-18 | Z0FBQUFBQm9ORzh5eTZsV2ZCZmdBLVZ6WUVqTkFBMjVacVBrQVhoclRzTFJtM2pSQW1jbDdxQlBUZHpUVnRfUUlvNU9oTzRGVWlabGlrUm1RVnZJczdfbmZhMUJIdzhiTnZxYW5Vc19ZclJzbUMtNjNiaVRjcDg9 | Z0FBQUFBQm9ORzgyR3VlcjlLZjFYQzZkT3Q1S2lWYXMtc0RBeGZqN3VET2ItSHNBdC1WQVk5RExsZk5ZRTNPNmlpZk4xclpxMFNUVy1BWFhpLVVtLV9fX0YwOXdKZ01TRVg1Y3R3SzNQVE5lUjE2XzV6ZjFUUFpxaGgxem5XOFY3dllVQXVVZU5WYURuTTZjZi1SXzJrbXA3bE4wVTlybHpDbnlpM1VHdGR0Rkx0V2tEWlY5TGVsVmxSaTNIclRwazVrZXRIZEVXNjZLTmlQUDJTQ2hacHdOUlFkS2prMklrZz09 |
Let's say you took a perfect trade today and you used the same combination of candlestick pattern, trend lines etc in the future date for 10000 times. And let's say you won won 60% of the total trade with 1:1 risk reward, and from them on you start to lose your edge. How is it that any different from flipping a coin 10000 times and you get 6000 heads by means of luck/probability ?
Sometimes I want to argue that it's not that the market changes overtime so your strategy stopped working, but rather your luck ran out. What you guys think ? Am talking in terms of technical day trading.
| r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5bmdCdWZzcF9fZ0wwVWRqQ2dsVWJ3N3FzYU41bURybl9qdUNyTHd0SGFhMG80Xzh5SUZZRGNmcFBMb184d0RvUlFJY1ZIY28wcXFNY3lMQk1jQUJTZ2c9PQ== | Z0FBQUFBQm9ORzgyMXR1dVNBRFdUSFA1TzhpbGlLdW9pX3haWmxlUHRWX1VVeWFqc3l1ZDVaSXlUdGliUF9QRTBGLUp4a0NldGw0WTVlbkRWSFE4dnpSTXlqRzMtbEdvWUtld2hQZHJzdHdLNjNOdWZaZkhZWFZtVWJxS2pNdnFOczh5X3FKTkxDTTBDd29PRUxhMHZUY2ZPUmMzSGZBbUp5cWdCVlRPcHFvVktoMmZWcm9iUnpZXzkzUWpJaUdtMlV0a2ZBb1JlTXdDV0hnQS1lSDI0OGktMGdaUENGNURmQT09 |
>No paywall: [https://www.cnn.com/2025/05/18/business/scott-bessent-trump-tariffs-china](https://www.cnn.com/2025/05/18/business/scott-bessent-trump-tariffs-china)
Tariff rates will soon return to a “reciprocal” level if countries don’t reach trade agreements during the 90-day pause, Treasury Secretary Scott Bessent said Sunday.
“President Trump has put them on notice that if you do not negotiate in good faith, you will ratchet back up to your April 2 level,” Bessent said on CNN’s “State of the Union with Jake Tapper.”
There are 18 “important” trading partners that the United States is most focused on solidifying deals with, Bessent said. He did not say how quickly tariff rates could revert to “reciprocal” rates.
“There are a lot of smaller trading relationships that we can just come up with a number. My other sense is that we will do a lot of regional deals — ‘this is the rate for Central America, this is the rate for this part of Africa,’” Bessent added.
President Donald Trump announced a slate of “reciprocal” tariffs on April 2, which he called “Liberation Day.” He later paused those levies for 90 days, which lowered rates to a baseline rate of 10%.
On Friday, Trump said that time is running out for countries to make a trade deal with the United States.
“We have, at the same time, 150 countries that want to make a deal, but you’re not able to see that many countries,” Trump said during a business roundtable in Abu Dhabi. “So at a certain point, over the next two to three weeks, I think (Bessent) and (Commerce Secretary Howard Lutnick) will be sending letters out, essentially telling people — we’ll be very fair — but we’ll be telling people what they’ll be paying to do business in the United States.”
Markets soared on Monday after Bessent and US Trade Representative Jamieson Greer outlined a temporary de-escalation of a trade war with China in Geneva, Switzerland, with the United States lowering tariffs on Chinese imports from 145% to 30%, and China lowering duties on US goods from 125% to 10%. The S&P 500 last week surged 5.3% with five consecutive sessions of gains.
Tariffs put pressure on businesses, consumers
Bessent was also asked about the whiplash and uncertainty caused by Trump’s tariffs. He responded that the administration’s negotiating tactic is “strategic uncertainty.”
“If we were to give too much certainty to the other countries, then they would play us in the negotiations. I am confident that at the end of these negotiations, both the retailers, the American people and the American workers will be better off,” Bessent said.
When asked about the impact tariffs will have on small businesses that rely on products made in China, Bessent responded that he thinks the United States “will continue trading with China in the kinds of products that these small businesses are talking about at lower tariff levels.”
Many American small businesses face serious risks, as costs have skyrocketed and growth plans are uncertain due to fluctuating tariff rates.
Companies pass on tariff costs to customers by raising prices to avoid narrowing margins, a notion the Trump administration has repeatedly disputed.
Retail giant Walmart is among the most recent American companies that warned of price increases. On Saturday, Trump told the company in a post to Truth Social to “eat the tariffs.”
Bessent said he spoke directly with Walmart CEO Doug McMillon on Saturday.
“Walmart will be absorbing some of the tariffs, some may get passed on to consumers,” Bessent said.
The US loses its last perfect credit rating
Moody’s Ratings on Friday downgraded the United States’ debt, which held an outstanding rating of AAA. Moody’s dropped the US debt rating to Aa1, joining the two other major credit rating agencies Fitch Ratings and S&P, which lowered ratings for US debt in 2023 and 2011, respectively. Moody’s cited concerns about the nation’s growing $36 trillion debt amid gridlock in Congress over a White House budget bill that the Committee for a Responsible Federal Budget estimates would add $3.3 trillion to the debt in the next 10 years.
Bessent told CNN on Sunday that he “does not put much credence in the Moody’s” downgrade.
The downgrade could lead more investors to believe lending money to the government is more risky, potentially causing US Treasury yields to rise. The US Treasuries, particularly the 10-year US Treasury, influence various debt, including mortgage rates for American homes and contracts written around the world. | r/stockmarket | post | r/StockMarket | 2025-05-18 | Z0FBQUFBQm9ORzh5dW9pRFRVbjAxRG9nMEFnQXl6ZVRGMkhLYzF3cnMzU2ludERFRlRTNnU3VTM3ZW5aQmh4ZTNyS09wLUQwR2RfS0dGU0ZZQUxEQjRJcVUzSXBHcU5oaGc9PQ== | Z0FBQUFBQm9ORzgydm92T1JNTnRFR2hEbDJOeUEtV0R6V3BVRU5RX0RlSDdERURRU09hb2labDB6bGI3V0h0amwyM3ZqNjNzc1JQTWNrbWh4S2tydUNSM3Q4cGM0cnBIWGRWUjFDVFA3VndzSXZBa2o5VXJYanQyNGFUeEY4SVFLdWZLc1VRYjBjX2tEYjJwRzkxTHcya25wdFNkUUlkakhfV2xuVHlhd1dzWllCR3RwNUJROExCaG4tVXZnV1lfSHVxeTJEQkd3X1hRZTJjdVpUTXRMMkYwd3piNWVGbFdDUT09 |
Tried using haveno, but I currently have 0 XMR, and no matter what I do it requires a deposit of 0.10 XMR minimum for every offer I create or take. Is there anyway for me to create or take an offer without depositing XMR? I can deposit other currencies/cryptocurrencies, but I just have 0 XMR rn. Sorry if this is a dumb question as I am new to monero. | r/monero | post | r/Monero | 2025-05-18 | Z0FBQUFBQm9ORzh5ekJBOE1xSnNSc083Z3A4RG5jeUt1b2phaVdYZFR1ajQwTWtGYnkxcm4zQU9FaEIwT3RxUHd5N21ZSVVUdVdXc3VrdGtzVTgxVmFuYWxlVGJaVDQxdUE9PQ== | Z0FBQUFBQm9ORzgyZDJQS012Z0MwMDhiblBXMDNHWjMwMnlOV2taTFFIYXRxTElpcHdVcDJRckQtNE5zVHEzdGNTNlpnSTMwVU1lMXN3V1NOTVdKUVRQTmZVcE9SUVYwMmpTeXdZd2t0bEM3LXVheURNUEcxVllqbW9xRUlVQm9oN0RnTnh1ZXJ6MEpObXN4YUZiaEtVNmhQejE0WTFneVFfWnN5YjE1X2k2d3ZCNnR2ai0zZmV0X00yaUk3YVotYWxVeWFoSWRBbFhr |
I have a strategy that uses stop limit order for equities. For buy, stop trigger at Ask and limit price to buy at bid. I basically don't want to cross the spread.
I know if the price just pings there is nothing you can do about it but generally speaking at what market cap and volume does it start becoming a problem to get filled. Or is there no rule of thumb with this kind of question? | r/algotrading | post | r/algotrading | 2025-05-18 | Z0FBQUFBQm9ORzh5QlJkcjh6WGpSWEZYYWNWaGNTNHpGdnlxNjVlcFR4RHhENm1HdkdTdzRDbi1ybVM5VFJDVV82NjljM1FqQTNZQWFDY1dSWWxnNHFKYk9rckFKTFNaeEE9PQ== | Z0FBQUFBQm9ORzgyN0E0NVNjRnFzbFljcW4zOHdNQXFDX2dBbzIxV0lfUWRibm1CWjcwcGEwemlYdWlFemY4WDcyd3VIVWl4UDFOWU9UbW5aV1RzemtEYXJ4Vkt4LUpPbWdyb1ppOVRzSmFPUzExVkxNRUFFeEhhLTlEVzVrbVNBTnphSnlmMDFOZHhUUE1SSHp0dWJDbHFDRVduSlpBSlVrM25BRWVfOXIyMTI2dFNZNUVVdENmMEVEMVVLNVBTOE43VnZWSHA3U3VvOGpPaGs1eXpwMEktUzhQbFQwNFZUdz09 |
This post contains content not supported on old Reddit. [Click here to view the full post](https://sh.reddit.com/r/wallstreetbets/comments/1kpsvxl) | r/wallstreetbets | post | r/wallstreetbets | 2025-05-18 | Z0FBQUFBQm9ORzh5WXlPaW9lWTZwbEdwYjlHRHVYQXpJZ0tEVnNPbWVFVF9HWEZXeTl6Y2xsa2FPOGMyRENpOVJrUGVhM2VXTVMtUnp5RnQwT3dJWmlmakRPZzVnczdaTnc9PQ== | Z0FBQUFBQm9ORzgyVG55bkpiVlJBYVlKYmZad1lQWjdNcXl0d2JJUVh5V1VVRUVIdDJoUXNsV1dlZTZpUVJwUWF3a0hMZUVTN09rel9JMV9qNVVDZkpFZXJpTmRvRWd3cE0wNnVGaExONjRnU1ZxcjhTMXBDcDdTNVJONUdnaWZSMlV1NzJTb09VdHpScXdGUDlEeHEzWkk0cnZabUVKZk8xb1djWHB3OVppRUxvRXJDb3BnaG9PU0FrRm9odjN6MmpBRlIxSzY0LWpLOVpESTZELTVFaUJYRjQzcTRGSlhiZz09 |
My husband (32) and I (28) been married for 2 years, but haven’t had a wedding ceremony and are still renting in Northern Virginia. My husband has invested almost all savings into 401(k) and Roth IRA (~$80k — not easily accessible). There’s $30k in stocks, which can be withdrawn for buying a house or having a wedding. His family is not financially well-off, and can’t help, but borrowing is possible if needed. What should I do? | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5dmdDM2t5RG1uUDViaU5kekNzQjdrV18zSE5ralVwUXRPWFFETUd3bUZnOFlDWks3cXZETEhpVlJzMHJoVmRVZ05SVFgza2Z5TDFDWmJTZVdxcENHN1E9PQ== | Z0FBQUFBQm9ORzgyS19LaTlYbXJiSHpFWlg3Mk1HcDBOc2liMWtma0oyTExPMUpJUkhLb2NEM3U5VEdodmdRNkZqVzF4UDZxWE5pd1lIYmlBWVR1WkdZWjE4cjR0STFJQkE2THRHS0c5Y3h2Zy03RmJULVRqNUVpMTZGR0FSQjZQLVZtUHdNbEtvdmlfN2dCejQtSDNDUkdfYVZSOXBHd0NLb0IwZFJaNHlWXzJldmZOLVVtR0NvWHdhbUEtcV9Ka3otMnR6NzZMeDEw |
I’m calling my shot. The US Treasury market will crash tomorrow.
America has overleveraged its technological development, using tech to pursue profit rather than productivity, and there is no place that is more prevalent than the US bond market.
Here’s why and how it will happen:
* High frequency trading has enabled the basis trade
* This allowed hedge funds to shuffle treasuries back and forth, taking advantage of small changes in interest rates to earn a profit -> basically playing hot potato with the bonds
* The US has always been considered the benchmark for the “risk-free” rate, and therefore Treasuries should be the safest way to save your money
* This meant that the US Gov could issue debt at lower rates, rather than generating the necessary revenue through taxing its population as heavily as they otherwise would have
* With the Moody’s downgrade, the most basic algorithms will finally sell off US debt - no longer getting the risk/return profile they are programmed to seek
* That will cause a massive wave of liquidity in the bond market that causes a massive imbalance at current rates
* Now that the US has alienated almost every ally and major trade partner, it is no longer in their national interests to accumulate more US debt and there is no demand for new large issuances.
* All this supply needs to find demand. Algorithms can process in nanoseconds, but even they have a limit. America’s ability to stuff its dollars under the technological mattress will be over.
* But the monetary system won’t collapse:
* Americas debt will be repriced, the “risk-free” rate in valuation algorithms will rise and the stock market will fall. The people hurt most will be the ones that are highly leveraged themselves
* That’s why tech billionaires are so scared. They are the most highly leveraged people on the planet and their net worth is directly tied to the value of their companies, which is itself based on a highly leveraged stock market. If they are margin called they will lose it all and be forced to sell shares cheaply – **causing a wealth redistribution**
* The return will ultimately settle on the return where investors and algos are willing to bet on America again. That return and perception of risk/reward will degrade over time as more shocks in the economy are felt
Putting it another way:
* America has financed their society by cheap debt that they earned by being the only major productive exporting nation after WWII
* Over time the productive output of America has not been strong enough to support these low rates
* These rates were first financed by investors of all classes buying into the idea of American Exceptionalism and that the US government would offer them a return on their purchasing power once their loan matured. These repayments have ultimately been financed by debt issuances – the ballooning US debt
* Americans have since used technology to create liquidity in the bond market in the form of algorithmic trading, suppressing rates and creating artificial demand without providing any form of real productive output
* Social media is the perfect encapsulation of this trend, but its unproductive fintech that will be the straw that breaks the elephant’s back
* But once again, the system won’t collapse. Capital will flow to countries and companies where it sees the best risk return profiles, and at some level capital will bet on America again – that bet will just have a higher required return
Debt is not evil. Capitalism as a system isn’t evil. It is arguably necessary to create a sustainable world because it encapsulates that there is a cost for using a resource today that will need to be paid back in the future (climate change) and **equitable taxation** is how nations sustainably pay for the cost of resources that their citizens use. National debt held by other countries means that America has been relying on other countries to support its standard of living. America has paid this debt in non-financial value, that America would create a better world for those nations and protect their interests, for a very long time.
Capitalism works, America has used tech to avoid the guardrails that capitalism enforces, but it has finally caught up to them.
**So what is going to happen in other markets and where should you invest?**
Commodity prices will initially explode and become extremely volatile as leverage from futures contracts unwind. Velocity from HFT will exacerbate this before finally settling at a prices much higher than they currently reflect. Much higher resource prices means that capital will flow to the countries and companies that have and extract these resources to take advantage of the true unlevered price of commodities. Technology will be repriced, with capital that stays invested in technology settling in companies that are focused on the efficient utilization of those resources – i.e. renewables and recyclables
For disclosure, I do own some gold and mining funds | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5VkdKXzVNZFMzNlVmRWs2UDNCQ3JkY01RR2MyOERWMWxkMEo2bTNSYmlPU2s4MjZyWjlBa3Zrem5CeGV2R1Vra2RSSXRNeVBOQklpQWs2anVPZnFPbXc9PQ== | Z0FBQUFBQm9ORzgycnlmY3FtdzNzT1VNYWUwOTZlTm5PaXNpLThEQjRwaDFvQkJrd2hBN2s4Y3kzR3BlaUhZa0pmcTNZaFRhWkRORlltaTd5d2ZETE55MlZVTDM1dFZvTjBFMG1pVGlnWWRQUE42emVyYmtLSFM4Vm0yc2JabndENnNEMHFhYW8yLUgzaG9HS2ZoWlNZa1M1WDU0aVFxTmktcE5ENUYtSDlqbUNCREU4RlhpcHhmcURVSEZBOUFMdjBkZXVZSFlubkl2X3h3LTZyc05QWHVvZDlMY2VTSHRrZz09 |
Morgan was teased throughout her early years of school for her stutter. She developed social anxiety and often asked her twin sister to speak for her. But then in high school she made a nice group of friends who gave her a little confidence. She decided to run for class president. She had to give a speech in front of the whole school. The speeches were recorded and then played in classes. That means she had to watch and listen as her peers listened to her speech (and her stutter). She cringed through as she watched other listen to her speak. But then something incredible happened. The kids LOVED her speech and she won. They voted her as class president. She couldn't believe it and she started to speak up more, and became less impacted by people's hurtful comments. She even had the confidence to go to college on her own, as opposed to with her twin. In high school, before heading to college, she wrote an open letter to those who will meet her for the first time. Here it is: [https://theunsealed.com/this-is-why-my-stutter-wont-stop-me/](https://theunsealed.com/this-is-why-my-stutter-wont-stop-me/) | r/upliftingnews | post | r/UpliftingNews | 2025-05-18 | Z0FBQUFBQm9ORzh5NUxQRVZfQ05lRlV0RDRJWFRTWGZ6U0Z1S0ZVRjltMkdMVEpaMjFDNHJXaGZzLWthWWs2X0dpTFJOWXRpSFBjZzdlUFRXV3BDTy1TMGYtdVo3bjNmZGc9PQ== | Z0FBQUFBQm9ORzgyZWx6cVZkQWxwR0k4YXBkeXBHV1E5SFBlRGM3eXVmTTEzYXFXVm1Kb3dqc0Y1ZWJ4RFltTzNjZU5JVEdkcmI0NlZEbGhJVW9hdi1FS1doTHFPOGJYMU0wb1l4dGlDaU9KTkdGaU1YdE9CWkxEa0FkLXNKR2JNSk4zVjZqNGdWdFQyTGxoX2tBUGpaSElRN08yN1lFeWhkNXpXZ3RPNXZGU2NBbk9YS09LRXotMmlncEwtdlR1ZDVyQVRBbzhHRy1PLWp1dmt6blBJclV3WGwtekpnZks2QT09 |
These “journalists” aren’t exposing a threat. They’re exposing their fear of what they can’t understand. | r/artificialinteligence | post | r/ArtificialInteligence | 2025-05-18 | Z0FBQUFBQm9ORzh5VURCLThFZGdKY2VPc042RlJfSjFzRzJna25WeEthMkN3N1gwMDVmMlJWejM0QmRNaHhxYlFMSW9yQk5qdTl0MWVUZ09VY1MtUVZIQkRnYnFLOE5HNFE9PQ== | Z0FBQUFBQm9ORzgyNjlpUUplU29VR1dvUFdVNF9CODdBUndQVmI0RWZyYk5RV0pVOFFVeVhkSzZ2Sy1yTWxfdVFqVWRudENXWWZXMVZNWFQ4WjhuaGh2SnBqam5ERmZ6ZFNETUpfVC1QZWRaOUdsTTJHSmlBY0w3Q1ZYODRGdWhaZWhtWFQ2VnlsZjJTRHdFSm5UaUpDbXRJOWh3c0ZsbVF3SVhNWktDempvV1FVWV80WWtfSHdzUWtITi15RG95V2M5MWVSQUE2TUtvaDNUcFRua09XOTV0eUhTUzhDeHJlUT09 |
I am looking to build my first trading strategy. I am looking to build a trend following Forex strategy on the 4 hour chart.
Strategy Basis:
\- 2% risk based on ATRx1.5
\- 2 confirmation indicators
\- 1 Volume indicator to confirm volume on the trend
\- Indicator to exit trades instead of using a take profit
\- Avoiding trading as the market opens or around major news
\- Avoid holding over the weekend
Back-testing Robustness:
\- Test on out-of-sample data
\- Simulate Slippage
\- Include trading Costs
\- Simulate execution delay
I still have alot of research to do and learn but i would like your thoughts on this. | r/algotrading | post | r/algotrading | 2025-05-18 | Z0FBQUFBQm9ORzh5TUdaS2kzaGtPSEFzc3FxSWc2Uk42Y3Z4U012bTQ0Wmc5YXk3b1hza1pUZnUzTGhxcHRreUg2VE1oZkM1V2NXV0x5dXhsbHVPTndsdDQxcFJVYjVZdVE9PQ== | Z0FBQUFBQm9ORzgyWlVrbmN1eEExdHVvSERsT29ZQUo0NS1Ca1NYNk1qaGphVm1yV3piendfZnhEZ0tzMXdzajUwdjRGMVJPOVRjNkdMczRhNFp0bGpaLUJENXFRVThnVzBrTFFPRWRCV3B5TG9rTHBWR0syaHhfemN3SDZjZGo3NmNseFF3b1FKR005ajk5ZmRvU0dYWUhTLXowVjV4ZVo2WXV5NEIwcU5EcThsRkpVemV5NFdVMDJ4cHFPQkktQVNhRlYwWHEzcUdhMktCbWtNV2NRaTJDR1RGQlVINHRPZz09 |
Taostats.io is where I finally staked for the first time last week. You’ll have to download a wallet extension to connect your wallet to taostats. Check out “Hash Rate pod” on YouTube, episode 107. Very, very helpful. | r/bittensor_ | comment | r/bittensor_ | 2025-05-18 | Z0FBQUFBQm9ORzh5YVFRem12T1Z4amtlRW91bFlETzI5Z2YxZnU2cjk3RUVjb2tqVEtaOHdjQzNrT1BsQjdaQ0pJNG1LUkVxNVdORkEtNFBYZ09ENnp6ODQteVhpbEw4d3c9PQ== | Z0FBQUFBQm9ORzgyakFEWE5PaC02MWpTWjQyUGdVb0puMGduZUlHRWtha0EwUGt0NWpNSFd6d2JvR2N3Tzg2NDhkSXJGZHBZV3lPN1VSUzVKQ01CS1d2RGlVNlRGeEtKLUdLMUxTNFBDdTBGcXljdG5CYmJBUWtfVllBU2xDc0d3Wkl0RWxEZmRuOGpza0cwMkZwR01wV3g0a1R5bWlLQWFnOXBHdmFFNVFKeHpudExpVC1hbGswNEN4LWdyd0lqWkdjdEVrUkxMUnlz |
I’ve been trading around 3/4 years now and the wave of forex on tik tok is insane especially the amount of influencers promoting Ponzi schemes so they can get affiliate marketing from unregulated brokers when they sign up their audience by pretending to be traders and providing terrible signals. Has anyone else noticed this because I think the FCA need to really start cracking down on it even if they do have bigger fish to fry. I know one influencer from love island has his group banned in the UK under FCA regulations but I do find it concerning how unaware and naive people are when it comes to thinking influencers on tik tok will make them rich. | r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5T1YwQkRBbkhIYzJzU01KdzdOeUFMTWd2cHRIcEFRb21zU2M4VFBWeFNVMmpjaFV2WndfckNoeHRqSkFVVE51NFBUbzMzbHhZNWNoMG8xTDhPOUcyNXhhVG5vYlk4MEV2Yjl3VTFlaGh6bXc9 | Z0FBQUFBQm9ORzgyZlpvbjZMckpWS3h1X1ljMnkzdU4tbElxRVNpSGRodEEwV2pESkRMV01yWmRqdUFXRFROR2toclRVdEowR0xtbFVVNjBLeWwxM3JZc2NrM3k0OFo2ZVc0QUx2X2tmNnJpblNqV3pYbHM0V0Qtd3BDME5hY1hVMlFGUGFnNlhTY0l2cmdZZ24xRV9neE9lN1BiOW4za0dRPT0= |
I realize this is not right down the middle of the sub description. I'm hoping it's close enough that you'll find it interesting. Just some thoughts brought on by numbers of golf courses, golf balls and golf carts. | r/sportsanalytics | post | r/sportsanalytics | 2025-05-18 | Z0FBQUFBQm9ORzh5ZlhpOEUta2J6V1BBdF92NUxWblMwUDlwWmFhMnpDNzN3TmdwVF80LVlGN1dNdWp6Yno4ZDBJZVlxZmpUYzNORFctMWJNeXJrdjQ5bGl3bUtHV0RzQUtaTEtpTGFxY3ltTE1hdlpqdW13SU09 | Z0FBQUFBQm9ORzgybjcweEJEbGk1ZlBabE9xLTdpemprUXVFTmQ0a3NsdFhMUkJOaWVPS0hFNXVhdmtkTElOaWxZeFFEdUlRV2VHQ255OFhXSHJxRXVURXZiME5IZXljWFhuWnhVUW9pLTdJN3A5QVR6TVNqcHMyVk9FWUZyX3ZFRFVRWkp6T0tBOUYySG0tZFNzbEZMYjRMNDZveDdiaGdlT1phd0p0alJFOEJ3WmVneHFmdjFZVnJJM1Z6enFvdzhhRVlhWXNNWURRMk1YTndmc3BrQ3RqbUJ3Y2d1b0Y5UT09 |
Just a counterpoint to the (valid) question
> everyone boasting about utility and scalability, but whats the point if no one uses it?
Clearly, network effect is extremely important. But what if the purpose that requires the network effect is being constantly diminished until the network effect becomes secondary because speculators are doing their business on just a handful of major centralized platforms (where they can be controlled like sheep - it just takes exchanges talking to another just like casinos do). | r/btc | post | r/btc | 2025-05-18 | Z0FBQUFBQm9ORzh5YWE5eVVXNnBKbGxsaVhNYVZVNklsdUtqN2Z0a003MHQ4QlZ3R2VZTFF0aFB6NFYwdktBd3p5LTlpSlJlX25hTUROcjJlSE9OdVhoTEp6LU01M2NZbkE9PQ== | Z0FBQUFBQm9ORzgyV09RZ0dUdERYWW9uODRwYThSNk0xSVRLVjBQUlpTQk53ajJhZ1dQekpnRFB4ek9xQW1KaTJ2M3l3STk0OHdaTGFNdmFSMEl5THpITnRMTlhyaGcwekFNTW43M043OWFJRDRNQ25aOFVja0l6Wk1vUTRnN0FlZmdjTWN1aGt2NloyLVhXVjllbWh0UHFnSEFrYXZKZzV4V3dMcmROanpMaEhDdjBfU1I0M1FGREl3cGFPd19xVGVUclRURXluQkZV |
Recently, TopStep released API for their platform via projectx. I've been working comprehensive py library for it. It is [https://github.com/mceesincus/tsxapi4py](https://github.com/mceesincus/tsxapi4py) I'd welcome code contribution and feedback. The library is still in WIP but mostly feature complete. I am focusing on error handling now. | r/algotrading | post | r/algotrading | 2025-05-18 | Z0FBQUFBQm9ORzh5bUhUU05BMVNFNjdZWlNJTlEySHJnRWplRmg4bkhtTUI5cnJicE1HZVRobTRBOXNDeVlaRXBpMmNScWFITG1SWVJuS0N5c0E3SFBCMXdoblVNRllQcEE9PQ== | Z0FBQUFBQm9ORzgyRDF5UXN3RU9NOEpmYWdJS2U1TnhSaHFxWmJSSTZyQzFDZGIwLXRBZ1pwcTduRmdrdGVDYWdGNmk2bFluc2FhQWpDRjQxUDZvdFVQU1FuY3llQlRvT3UxQTM2cXFJQy1xRFhHWjRzeC05U2hPeTgtVGRJNUQxcUtYOVkweWhuV0ZGcWpCS010RkhOWGp5WUVWSmZRQURTMVppRUF5ZXU4LUZSTndneVhmSHM0PQ== |
Ok, I have bought US based mutual funds for my US 401k and personal savings. I have done well over the years.
Question: if I invest in a mutual fund that invests outside the US, such as a Vanguard international fund, will that fund reflect any foreign currency change against the US dollar?
I would be getting the mutual funds via vanguard and buying in US dollars.
I assume the answer is yes, but I am likely over thinking this, | r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5S1dBOTRsY0JkdHZ6eS1mTGM5ekVPd2VnZTJSMkJrNEpiSms0WG1BQjdSdWZTSlkyNllGaVBac0lvejJVaHZsTlY5Rld6Rkt2VTlDcjdCQ3lvb0JjRkE9PQ== | Z0FBQUFBQm9ORzgyc0hjWHo2UUc0NUxDam10NnZPQ2t0WlJyR1Y5M2VjVnIyT1QzU3Jxd0F0ZXowdGVNLVlEOXVQNUlJUVpDMl9MR3hLX0FVZHcxY3pna1VWZzJKdFMydWNIV1VjbUFLUkNLRGcwTWpDX0k5NTA5ajhfSTBjNFhqT2hsYzV5MDU5RFBkNUpDc1JKY2FhOVk2OXFOT0lTYmRYNy1ueFBuZ3R3bk5QYmJaaDVlbjFzT0tQM3JSeW5ueWFkcG1DalVxc0hF |
So I am still holding on short position for a week and a half now. While most people started buying back gold on last Friday’s drop I can’t see gold going back and break previous highs despite some spicy news on the weekend. My sl currently is in profit in case things fired up and investors got afread and started buying gold. Yet, and given the market circumstances I still see gold bearish on the short run. Asians are dumping and US are buying back due to weak dollar on data. If the Chinese don’t trigger a bullish run on gold due to the tariffs on plastics (US and Europe mainly) I will still hold on the position.
Personal perspective (gold will still range from 3000 to 3300) for quite a good time and gold still over valued in the last two months.
PS time frame 4h and balance account over 20k initial position sl was set 40 pips.
Reason to short US and China tariffs war cooled down and strong price action confirmation.
| r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5MC1PSjBKV0I4Y1dwZUJXcVduWTRQSnpETmgtTWNydnBuMUN2X0s2clJBSFhNSTBVckNRZWpMMU80Vzk2VGw2MXB2V1JZb0FMb2dSeDZvSVVxWGxNcy1qWTluU2NFU2xmOGlwaUp1TW9NNkU9 | Z0FBQUFBQm9ORzgyVEIzRkF4UUhkS01jVUE1QmdmR2JHcjNUaWtkbWZpN2d6R2hEWlctaUJOUmNfWGgwc2o4T01PVUN5LW5ZV3VpeDlrNUV1QmZ3TmVKWFZhNnVqcWdMNTJGU2xSOV9ORW1LQWRLdm1IV3o1YTg3VTlzWmw4dnpBcW11cFlqYU80azRydFNGLW1TQ25INmJ6QmR4anFmdV9nT0RyUGdzTFVTekI0Mi1QVEZTUnVRPQ== |
courtesy my friend naiive | r/bitcoin | post | r/Bitcoin | 2025-05-18 | Z0FBQUFBQm9ORzh5c0VxcGlyNEg3MTI0VDIzTzd3ZXdzVnhaSzJsVXY1Z1JiWHFuUUJtZm1mWThKVEJqdnZRRW1SMXZQSG9NVXI4MERwY1FmaWNDUzd4eUxfdENQTFlPaFE9PQ== | Z0FBQUFBQm9ORzgyZnBiWGFRVGFNNVpLSl95dTkxRnhHSjFsa0FENnpqT2c2cHdjbTFkVnJ4dlhoc3NpdjZfb2I0UHBMWEVrWVB0ZVZTbktjX3FLX2F0dGtSeG94MzJab0FQdkZtdXV5Ti1vc041bU5QYThQSEFtdWxuRnJEbFJRdWdhaTdNVXV5dGZzU3EwMExkVlR3UDN6YzdVT1lYTWQ1UXdRTjRrRW82Y0lUeFJScGE0RzBYekFqMU5PM3ZJalc3NnUzRE02ZDJ2ZVdWampzclZDelZRU0VTc25RYTJMdz09 |
What, giving millions out of the treasury to Mario Nawfal to mention DOT for 3 sec to MAGAmoebas is not good enough marketing? | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5aHAtMXFMTU9adUkzUFJPNHB0VC1rTGFObnZLQlBjaVRrTHdWNGdHTzVEb1g4Q0hNdmx5bXJPTVo4Y0pIRjl5VzVyZldnZlVHOU43a1lORzN5azVhS2c9PQ== | Z0FBQUFBQm9ORzgyWTh6N3hub3pmaEhsa3BhcllhbXJmbGVXb3BuN2dmY2puWl9xSmpiMVdxX3N1UklnTWdPalpIRGY1Q0xvTVhmS05lNnVBMzBVZEtQZWI2WDVwXzN2cUtTOUFRT0hlZ3VJaUVUR0tSUm9qZGg5NzZpX0hWYlQwVjl1enVqUHdNZmZxYUo5d29IQjJyTkVZZjJsRGplYTJDTl9SMThyYVdYSndOZG5zODFWSDducnUzbGFGcXNKWUJoNGVSTlpVemw0eDlZaWZaZ2dYd29rUGNybmIyakVVZz09 |
I’m trying to better understand the types of quantitative strategies run by firms like Quadrature Capital and Five Rings Capital.
From what I gather, both are highly quantitative and systematic in nature, with strong research and engineering cultures. However, it’s less clear what types of strategies they actually specialize in.
Some specific questions I have:
- Are they more specialized in certain asset classes (e.g. equities, options, futures, crypto)?
- Do they focus on market making, arbitrage, or stat arb strategies
- What is their trading frequency? Are they more low-latency/HFT, intraday, or medium-frequency players?
- Do they primarily run statistical arbitrage, volatility trading, or other styles?
- How differentiated are they in terms of strategy focus compared to other quant shops like Jane Street, Hudson River, or Citadel Securities?
Any insight, especially from people with exposure to these firms or who’ve interviewed there, would be super helpful. Thanks! | r/quant | post | r/quant | 2025-05-18 | Z0FBQUFBQm9ORzh5MG5CMFExNlExSmZCRFJKbkQ4bkNwazJ6QnpsQkJ0ZWRHRkRTcTY3bkpwRHNkRDRGeGJnQWFSUmR2ZEgzTVVrdGhrU0hLTUREWWlwUVpYaHJpQXZtX3c9PQ== | Z0FBQUFBQm9ORzgycS1OVjNncWVFU0tPcmhCdFBpQnZyYjdOblM1OExtUUJPdl9ESzBaN185Z1M3MlA3b19YclNpZ0p6S3Y3X0hCZjFRamlYRlZlVWlRN2kxVHI4aWtySDZ2blVVWjhjMnJzVEZNb3ptMW1CQ0lNMWFNN2QxRFI2SnFMUDcyY2d0WkRDbFN0SmV1RUR5QUdybXZiVFZZdFNFbV9TcU9SSmVBT0QzUU1obmJnbGZ6ekd3WE1MUnBlYk5WalluQm9fSm5V |
I originally just used some basketball stats from Germany to teach myself how to code in python.
Now that I think I can do some fun stuff with it, I made a Substack where I analyse teams and players of the German Bundesliga (as there is no content of this kind publicly available yet), but will probably also do some european leagues in the future.
[https://germanbasketballanalytics.substack.com](https://germanbasketballanalytics.substack.com)
I started by selecting my personal First and Second Team All league players (as Germany does not even have these kinds of awards. Happy for any kind of feedback, support or criticism as my background is in STEM and this is the first time I try blogging! | r/sportsanalytics | post | r/sportsanalytics | 2025-05-18 | Z0FBQUFBQm9ORzh5ako1aDF6b3lFWVFSTXNHa2VJRjRfaV80SVo5QWFaQUVGQUVnZ29zcEU1ZVduNDhsX3prb3otYzAxQ3pKOEJoX1E5clhTZ2dLamkwYkNsSk9tRm9HcGc9PQ== | Z0FBQUFBQm9ORzgyODBRTml5c3NPVlBUNTNtdWJtalNFaHRXTzNfRVFBclhzdWVZc1VZQzUzeklVdDV6WnowZWtwbmlCWWxhalE1UV9lN3NETUI5d2RhamxoUUFqSjdDZTVZbUpSaUNwSjZOT3dIZllOSGp0SElQSl84SmVPdWFscm9BZkJ4QVpjbkgtMjlIR0pkUG0yX0JKMHRUWG9kNmowejRab21hUDR1UWNCNGVvV1VzekQtU2F1c3pCZzctUkloZ0NZREFXNC1Lb2RwQVRsM1RDWEk3LWNSQTROUmx1UT09 |
2019: Toronto Raptors
2020: Los Angeles Lakers
2021: Milwaukee Bucks
2022: Golden State Warriors
2023: Denver Nuggets
2024: Boston Celtics
2025: TBD | r/nba | post | r/nba | 2025-05-18 | Z0FBQUFBQm9ORzh5NWdwemd3blJPQTlCaTRXZ2RVam1wSk9jem9VUk9YOW5TNGZUZDN5eEdPOHVsTnRTVUZfbjV3ZnlvTGRnQWczVklCbW1OQzdwTFE5OXBLOFdMMjFvVlE9PQ== | Z0FBQUFBQm9ORzgyWmZtbW5fZVhSaTFxQkpDdGxQLU83enh1ek9JZHZIcnV4QnVFSFF5d2JIa08xaDZORFV5cWV5YzJsVldHUDNicTM1Qkg1NDU2bDN4NGJTa2ExWjdHZGRCb2hVd2ZiVkZZY0hsMF94M3pGZW1TUS0xRnczOGpCS0NJaGhQa3ZmamNlaXRzaEV6N19zWjluREZuNktlS1I3UzM4QVcxUmRjUnlEcnNCbGYyZXF0OGl0N1BmNFZvVktqS2J2TlZsNEVv |
The Nuggets ran out of gas in game 7 against the Thunder, ending a tumultuous season. With a thin roster around Nikola Jokic, Jamal Murray, and Aaron Gordon and new leadership coming in the Front Office & on the bench, Denver has a busy offseason ahead. Fade 'em. | r/nba | post | r/nba | 2025-05-18 | Z0FBQUFBQm9ORzh5a0VNeGlZdi04MGR6dGpXSmJudmFmVVA0aEdlRkFOUVhOeUV0M25BMmFtRDdVa3NqU2hqNXduT3h2VmhHeEVteFQxNGRvZXFySWR5Q1JMcDR6SW9la1E9PQ== | Z0FBQUFBQm9ORzgyNEhVaXY0SW1BcnlYTkEwRjRqSTFQSlZPWFhvX2RwelRKUl9uVWNnTXlmamVGQ1Fpa0hTMGZXNVdvbzJkV1g2TFg0aDlwbTBlMUQ3WEpCdHQtMWxNVnhaMGZxZ0NhdXg4SmVvbGlkQUtfOHQwVzZlN1ZCZWVsdXZyLWY0bENaRHFwWHRlU1ZBWDMzbDJDRXFmajY4a0swVEt6Nk1SYmFreDlsSFVXa3F1WHJKampMbXpxUlpBdUxiYzZFbXBlNG5f |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/Polkadot) if you have any questions or concerns.* | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5emd5YUhOcEt3R0VUcDU4Rko4YlljclJ2bk1hc2hNR1RVLTNGVmZBVnlUQXVzZEZNNDk5Q1kwZ1F6d1BhcTR0R2ZpdENVOWpqTGNhQTRqb3I2U2prSHc9PQ== | Z0FBQUFBQm9ORzgyS3ZwMjA2QmxSaklFV2xsak5iQUhFR0h1aTNXeXloRWE5NWF5eEdUdWI1STBBaURxMUFZNzVUdGlSYmVZQ092TF9LZ2VHdE5udlBPOTlzYlBHOU9GNEVxVzJKZG4tcEpZZEZaOXRESkV1cmhiMkFGZTh2VmdOU1NJdV9Ud1N1cndSUThESGZJR1Jjcmk2Uk9QZ2o2QXhJS0I5Nlp5aWI4MjBDdVoxWXlmVkVRY2pqNXNtMjBaZXdLMllneUYxbXFsaGlRR3d2Q1JobEd0clVCZzVVVFJ1Zz09 |
Hey Friday I stuck in a buy order with gold and I would like to say for some dumb It didn’t blow up | r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5emZxVmk5NUI2OG9VRjBsRGk4MEhaTVJwR1NuVVUtSzFuWlptbi00UTJfUVFuRVBoWnZaeXR1VG1OOHJJWWxYYWFkOUxRWWZ5a21ueWhZb3AzSTA5Z24tN0JGV29FRFNqQXoxS2V2NHpaRzA9 | Z0FBQUFBQm9ORzgyeTdUOFc1eTNORkp3b1YwNnVkeEpQT28xRkd1MHpkWERUakwzcUt1dVFkQ1p5djljdGEwOFJOVEl1UDQtdGVFc1dBaFRUT0NZaDE4MkVCWndRekY4d2h2Z1ZuUHJWWm5aUGRTS3VuRk9YWnY3UGp0SkZpT1lKRXBITldyLWFzZGEzeGRONVRkX1dHUXZkdU1zVDdNZUpnPT0= |
I have my seed phrase, and it works. That's all you need.
You can delete your wallet, restore with seed, and have no problems accessing your funds. Your seed is on-chain, doesn't matter if any of the dapps you use to access your funds become insolvent or crash, as long as your funds remain on-chain (base network), they are safe and able to be restored.
Just don't keep everything on Hydration, because if Hydration crashed, no guarantee you'd be able to recover your funds, since it is a 3rd dapp on-chain. | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5VWdDV0hpSGhnSTFCM0lwbjVpakZuZDBDNjdRM2YxRFhBRGR4X0MzRXIyWXpNVUkwanlhN3FiRThOcjg3Mk84eGdueEVSQV9VVFI1TmZCNUpKUHZhREE9PQ== | Z0FBQUFBQm9ORzgyb1Z2aHlBcFdqbVUyZ0d4QllxbzRmOWRVckFxaDY1LVdzYWVnZ1pPWlIya1NIb1JlODZDM3JrdGRRV3A5cTQtaXhkRU9Ja1R4cDlqT1ItTG1Nd2gzMlA3QjBFMXNOd1RUazQ4V2dINHBfOG5ha3Y4cnBlRkNzdnNHWlQ0aWx0aEhJN2t5MF92d0duSDFEd19FMnpoZVg1OENpN0xraS1BM1BZazFSdllucDNqajNPa21BZTItUjQtT2FrLVNKQ0pkUG9rT1pUdUZweHlITTRDWWhJQkhrZz09 |
One of the common questions asked here is what to use as a database. The general answer is 'whatever works' and this usually boils down to a collection of CSVs. This isn't exactly helpful since even that requires a decent amount of coding overhead to get an organized system working. To my knowledge there is no real out-of-the-box solution.
Over the last couple months I've made a python library to incorporate A PostgreSQL + TimescaleDB database (running in a docker container) with python + pandas. My hope is the system should be easy to get up and running and fit that niche!
pip install psyscale
Check out the code & examples in the [Github Repo](https://github.com/jack-of-some-trades/PsyscaleDB)!
# Features :
* Asyncio Support.
* Search Symbols / Tickers by relevance.
* Store and Retrieve Timeseries data by Trading Session.
* Utilizes pandas\_market\_calendars for Trade Session Identification.
* 100% Configurable on what symbols & timeframes to store (including Tick Level Data)
* 100% Configureable on what Timeframes to aggregate using TimescaleDB's Continuous Aggregates.
* Supports timeframe aggregation upon request to allow for custom Storage/Real-time Computation Trade-offs.
* All timeframes can be queried. If they aren't stored they are calculated and returned.
# What this doesn't do:
# Support real-time data feeds.
Currently the library is structured such that Timeseries & Symbol Data needs to be updated in batches periodically to stay up-to-date. Currently there is no method to feed web-sockets to the database so full datasets can be retrieved. If real-time data is needed, the most recent data needs to be joined with the historical data stored in the database.
# Maximize Storage & Data Retrieval Efficiency
I've not done a full detailed analysis of storage and retrieval efficiency, but CSVs are likely marginally more efficient if the desired timeframe is known before hand.
* Speed: The bottle neck comes down to using psycopg to send data to/from to the database in a StringIO (reads) / itertuples (writes). pandas' to\_csv/from\_csv are simply more optimized.
* Storage: Postgres has more overhead than a csv when it comes to per row storage.
* About 10Years of 1 minute Spy Data = \~ 185MB (about 120 bytes/bar in psql vs \~80bytes/bar in csv)
* Note: That's the table size / row count. The Container's Mounted folder is about 1GB w/ that data stored + 7 timeframe aggregations + \~12K symbols in a separate table.
That being said, the flexibility and easy of use are likely more than worth any potential performance tradeoffs in some applications.
# Feedback
At the moment I would consider the library at a beta release; there may be areas where the library could use some polish. If you find one of those rough patches I'd love to hear the feedback. | r/algotrading | post | r/algotrading | 2025-05-18 | Z0FBQUFBQm9ORzh5U01DWVhOS1JVSTI3U2xkOFM0dzNPQlV5bExQZnpBMGtORVhVWUpxSzNMeUlCaTl2djZ4cm9mR2ZNclVRWXZuc045bVVjLXNpVWZKUzdkRGVqUU80eWc9PQ== | Z0FBQUFBQm9ORzgyX0VuMjRubEhpUERpaFB6cW93WmlKNXA3VWVXa1EzaVBXSGRNR1MxVDNnQWhyeTMxUXMzbEZhZUtYVkZEWHBJdDEzbnRxckJrc2lYMnJYc1VHUExsRnV2MWg1aWNIS0tBd0Z2MnJZb002aENzWDR1NGZ5THJCSk4tdGYzRmF4QUxZNkFNNzYxb2FMWTVPQ09YSTN2RFRlby1JQkw3UVFFQnJPeWZvRXdfWGVHNWJyMWNpc09aTWpERXdYdHBuQ3Zz |
I took a break in March after a $300 withdrawal. It was all down hill from there lol. I had $300 dollars left in the account and that slowly went down to 100…..then 50 and then that 👆🏾.
But now, I think I have a solid strategy. Anyone have any insights or strategies that have been working for you so far?
| r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5YVlKbXpVTEJIRTFMd2Yzamw3bjhjX21oMGd1ci1fd183RnlDaXZtWXpJZERiUWgwQTZPQU5xMEhJdUQzUThKUEY1bWxvOHNHdmNBa1RfckgydnlNZ0E9PQ== | Z0FBQUFBQm9ORzgyQXNhaEFpejlrbW42S0JDVmNjXzZNZmJCWkduQXo5ZjhGTVJTSnlZeklJbUtVTlFTMUIwTGJLRjdhZldMSTBlVnJyUl8tY1RSTGN5aUEwZV94b0hWWUxNVWtBZ1NxTmFrS1llTFh0QXJ0R2pESXgxMGVIX2xuZTJ5MjlCRXlLSnpVZzdjZERmNmE5QVozSFY0Y29PMUhobG1kZ0Z2alVsTkdSZnBOQ09XYlFnPQ== |
You can very easily check if he’s twiddling his fingers or not, just search the jam tour and watch a recording | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5UHB1Rzk3aVJHZ09sRGFrYzl1ZnpBTzRLWGZfNUxRdVo0VU5oUnVhUG1wcm12TXBtVm5sOXlaVHlUVm1yeDl6QWc2VjhpdWlMNTBjMFV1UTN0OGt3WEE9PQ== | Z0FBQUFBQm9ORzgySzdJbTlBNDh3ZHVXekxDYzlqck5fWHk1TmFRR2JDcEdBcGExZ05NSm1EZ2NLLXpMNEpEN3JncVdUMjA2Wmp0a1Y5eEhzZTdjdXRhNTd1dTNKRkxHZ2d5OGJ3MWpPSmd0SmNCNndXVHZfUkRxSk5Cd1F3VHBYeFJDVWVDbnZxWWxnMG1RV1ZhWFE3ZUVZUkZNZk1HQnpER0MyZ3pVQUhCNUVkbUU4MUU4b1JxOU5CajlwRnZyQk5fMlMwS1dNM2djNFhCVWNlTU5RWUgxMXd0VzNDdy1Idz09 |
I have read various AIs responses to questions on politics, human rights, economics, what is wrong with the world and how could it be better. I actually find I agree with a lot of what the AI comes up with - more so than with most politicians in fact.
Where are these opinions coming from? They dont seem to be aligned to any political party or ideology (although some would say they are left / green leaning) . So, since the AIs only input is the collected works of humanity (or at least as much exists in the digital world), could we say that this is "what the world thinks"?
Is AI voicing our collective unconscious and telling us what we all actually know to be true? | r/artificialinteligence | post | r/ArtificialInteligence | 2025-05-18 | Z0FBQUFBQm9ORzh5QUxGN1kzVGZtcWlnZTVDU0dzY21fN2g0MEhxUnprenF6SEplLWNNZy1lQTBpTm9iejJBa1M5QVNHTjVCMGpReUdTNFdfNm9zRTVVa0E5VE1RZU1ORnc9PQ== | Z0FBQUFBQm9ORzgyNGZjYjZGUy1kYjRSSEYzdGptTmVJR3pVeFp4VVhkdlU1U3kxSDROMER3REdFM21HdldfNnkzVDZDUm9FUFR2QU8wTEhBanZhZk1vWF9HUHpyNjFCdDRsc09BVmRDVVBUejV2c2l5RjFfWlhWR2IwaTR2LWRid3AyV3EybXdoTnBqSml4eUJuSFJkTUJ2emlHMW1md256d25kbDhMaTNQaEFhM3IwU3FrZ1E1VlVIcS1FSkc2UFRaOHAwMm51VzJTRUtZWUlyVDY5cE1udzdmUGVKZW1kZz09 |
Report Summaries in the comments | r/bittensor_ | post | r/bittensor_ | 2025-05-18 | Z0FBQUFBQm9ORzh5UVUyN0F3bTNCcmVual9Cb1RmQ1VySDFXLVREdnZINmxQY1c0czBDNFNSa28zRGR5RzdBeWpvcTJjS0lBRkV3bjU4NnpWVlVBN2ZNTlBSRDhPNlk4S0E9PQ== | Z0FBQUFBQm9ORzgySDRtUjNzNkg1b3BnNGdVSUlMU3h0QU5EN1lTR1BtTXJ6YzdoR3RMYVhmN2oydW9SbjQtcmVJQVNSLW5HRlhrdHoxaDhpZlk4SmQ3OWNPU1dNdGRuM2FhY1p4Zi1mUnBkc0pVaE1wa0taUHhIcVpkUDc2a2M1OHRCNEI4WnRiSWNuQW1HVW9LeC1mZlk1dll4d3lWcXBWU0NrcUdsU1hzMlJjOC1qd1FaS3N0eXdGYy12ZFdXUnZFWllDdWd1VDI2 |
I have xrp. I love the project. But after doing more research, I can say I was wrong.
Don’t get me wrong I wasn’t wrong about the project, I was wrong about how far in price it would go. I was thinking “1,000, or hundreds”. The reality is, it may not even reach that.
Most likely what it will go to is $25-$50 in reality. Even the $15-$20 range would be good. | r/cryptomarkets | post | r/CryptoMarkets | 2025-05-18 | Z0FBQUFBQm9ORzh5cFM1TVNCV05WOWhoOWxyZHcxNDJfR3BHY21KRGZPdTVZcFNWQXJsT3FqSnZ0QXVBRmpEa3F0eWNSRkNnQXNWX1hBcG9XeXV2ZjM2dWJiNTRZNVozWHB4a1BOLWc5OUlWa24xQV9WeHNReG89 | Z0FBQUFBQm9ORzgydVExZHd6aU93emdpNDVTYkJlOHZHcnRlNFBfM3JobWVhY0xJWmJfb2pKTXlfSm5PSnNZOU94X1N1c0pxMkUyNG85Wl9UYy1qcDdMX215NDJaWmFxWFdjUnNVNk4xNk84M3NWZnVqaTN3M3RSeTBhTW8taGZSbXJnSjZsZHNER2JnMHhvRXltN0lCMVktcEpFeWREM19qay1mYUdnVF9YR1hpUnQxc0gyVm5TZ1A1Y1JQRHlmSi04N2h1NVlGQmJH |
What would you say of a trading bot that Jan - May (MTD) generated profit of $4,835 US dollars scalping gold. Lot size 0.01, 1 M time frame.
$25 deposit… | r/forex | post | r/Forex | 2025-05-18 | Z0FBQUFBQm9ORzh5U2RGTnhSc2hLYVFXUmp4SDFQY1laclBORVdSdzhEWGZfQ2pCVWZyOGpfbGVobDlFRW1TVEJoMlJ2WnhFdXFOcnUzQUtERDZjMXRCeWRNdXN1cWwzTlE9PQ== | Z0FBQUFBQm9ORzgyQ2s1SUdhRHpBZWFaZ1NfMEtPc2cyMnRlOEVGZVBZclFwWTFRdmtBVkdENnhnNjQ1bmp0S25BM0lKZzUtVUpELTVFd0RqSmZfMFdsaU85T2ZUeGhZaHhUTUxqQ0pDWTJJYm5Ga0p4ZU9KRlpzS0s2UVNGMEdBSzNiSEhpYjZkaGhrdHFqeDZ0M3Y3MEtzbUQwNTUyWUx2ZEtJMTJONjZhTHRkM2F5TklLR2NRPQ== |
who's mario awful ? | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5aHpuZ08zVVNtVlJ2YXJrY25XVktBUjhqbUVoU3ZWRC1IMnVIMnA1X0dnaDd3R0ZlZ2dZcmtlVlRZamNIT2RLQjBsX09yVXNsVTJqd1BPMTJkZmptUnc9PQ== | Z0FBQUFBQm9ORzgyMGNhUVM5SXYxc1RmaWdXRWhBTExoT2g3SUVSTlNTOHBNMTFiZ0RiWFdLWV9rQ2RkZkM3WWIyak1qZ0J1Z0RSVDBwY1F1TS1TU0NsMEpLbVNrM0ZpLUxHZVFSZHpYUy1MYXFOc09PSVRENDlUcVhlWXFPMWN0a0FqVnE4Ymh6Z0Z0NWFaWXA3M2Z4OF9zOG5zdURYV1lMWG9QS2VmUVZzNFZpbHZ4dDlFcnUzVTBibjNIMXBoeFVqM3pOQ0lFbEQtaS1BWG5LRDJKVHd0b00wTTRlcWtsQT09 |
Happy to help.
We're on discord at discord.taostats.io and I can walk you through it. | r/bittensor_ | comment | r/bittensor_ | 2025-05-18 | Z0FBQUFBQm9ORzh5dUlNYW1rUlM3OFF4UkR6WjBjRHNtQTdaTlBNVlAxa0U2VjB0dnN2RWtYQ3ltZ0VEUldNbDJvN21ISkloS3hSS1hXRXZENHNzbklRYVhqY2ZFMXNBU3c9PQ== | Z0FBQUFBQm9ORzgyMjRsVXZPTElyN1NGYmtoNDcwNHlwZW9rZG5tTDFWUTFUQ3ZrZ2xXa0NWOF9mXzhGOUgzSVl4TXgzZHNMZlhqamhtSmhpUGgwM0NNZlppN1A0RnlOTVpKNm1HWjV3Yl9hNHZNZFRTdkdVRUVsMXdOamVxV25tSXBCd3B4MVh1MG53eGRHWGJOZXhyTklpdjByaDU4Zmxtc25PN3NwQkM4SkRNSEtzdHFvVGZLZUZtLWxwaUNLa29MSG95VkJHcFFPb1hDTzl5ZkFScHZBU1dFeGVoU0FwQT09 |
not your json, either. | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5OFZmVDJVQzQ5eVE4WXN3Q1NXRnJNcXhhQzBJRGlnWDA1WnBTU2tfemlHTkhrNHZVZy1NdVRNdmFTY3RTNkw4dm1lY21hU0VIYmM2eS05RW5PTEVjRnc9PQ== | Z0FBQUFBQm9ORzgyNk9EREZfdFRiX1hEMHI2VEJNRnRxNDJfRGZBTUg5X3VPQVJpQmxfaWxiaUFqd0FPaVdCeE4zUVRza1M4RmxNblVwaWp2RjY0TnFNTnJ1QXEwanRTTlF0cjBkQzI2TnpJSGtoOWNFQTdNYjY1RjVIVktPRFNGRGxwbzlkMlNzVTJDRGdMZGx0bjhSekpQRHVBZWpubVVQbWgtT1UxX2NJSUNCUmRMQnozcndXMFVGaTU5aWRKaEw0azBOSVFXSnZWaVFQUnR6aEl0QjBCa0djRzFIaXJiZz09 |
i disagree. Love is all you need. ❤️ | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5ZVJLSVJET1VYZDNIMGpwU0RqRkZXVzlZR1dQS2J1V3lTYnhDV3FZbnJQU1JBZ01FZzlyVDdNUnItd3dHQ1Jra3pqRk9Jc0s0LWdZcUprMUFzU0lpTkE9PQ== | Z0FBQUFBQm9ORzgyMXczVXVaMnM1SFlsa3pTUlo5ZUlrakcwa2pLRkRudWE4dnkxZlFpWUdoR21pWUhnSE1wYlpBdmd3bG4tWVZTVXg5a3Z2QTJGLVRuUHJGS0xXMkVSbjR1RUY0UGtsNEwxN1dSeFpkTmxpZXlBaHJpcDlra0NGUUhiV190aWZZVkU4aUNxV2J1SnpFTDgyU210Y09lMEthczhvMkRRZVo4SU15N0kzX2l0V253c25PX0NUMEJPVWxha2VlM0tJS2FYbThjVVlLYTVHdU9MSXZKd2JoVC1fdz09 |
Hello everyone,
I’m in need of real human opinions about how I’ve been using ChatGPT.
Since it came out, I’ve used it a lot mainly for IT-related stuff (I work in IT). But over time, I started using it for more personal things: helping me text people, navigate life situations, make critical decisions even business decisions and life decisions, etc.
Now, whenever I need to make a decision or get an opinion, my first instinct is to turn to ChatGPT. That’s when I started to question myself. I use it for everything, even to prepare for real-life for real life conversations like negotiations or difficult talks with my partner and sometimes I even ask it to talk to me like a human it feels like I use it as a second version of myself
I'm not sure if this is becoming unhealthy or not I just need some human external opinions to get some perspective
And yes I will post this in Multiple subreddit to get more feedback
Thanks for taking the time to read my post and answer it | r/artificialinteligence | post | r/ArtificialInteligence | 2025-05-18 | Z0FBQUFBQm9ORzh5djZkTkhoaEVtYXY1ODhTeUpXdGNuazlhWVl5ODNlM3llWnp6N21rWTk0UkJ1WjFfcFljZ2JVT2lUTW9Md3dOT2JiMEJ1SUx2dkd4MmZqVU5zUWpZblJZa3l1XzdaODFTUkNIcmpNajVBSEU9 | Z0FBQUFBQm9ORzgyTGUxTGZKYVVOd2lBY1FFeHVNR2NlbXBkNnpNeDlUX2ZyOVhfcTZrOTl2RTdMc3hLQURZc3dQTDZMbk5qaG0tR1dYSnN4NUxsMTFkV0dBT0djeUVubjlLbGZZNk1zczFiZ1B4eW14YndlcHhFMDdGa1V6RDh4bHNlSWV4dnJ6RERyaG5mZVRCdlg1WmwxbUIxMjVaajBMalRjbERQNlNfSktBMW4xMDFQd2ItV3pKbUJDTzBiWVJRbC1hQVhPMU1oZDhra3FjcWJ3Y2lMSW5OZEMwMm9XZz09 |
Like the title says, if you are late to the party and you want to jump into the fray. Everything just went way up about 2 weeks ago, and has varied about 5% up and down since then. What are your thoughts of good entry points to buy in, or please by all means add your own coin and what a good entry point would be on it. I am just curious if we all will be similar or very different. I was thinking when BTC drops under 98k but it doesn’t look like it will go back down that far anytime soon. | r/cryptomarkets | post | r/CryptoMarkets | 2025-05-18 | Z0FBQUFBQm9ORzh5M3pCMkZEN2FjSi04cmRzRU5pTzZPaGk1ckhTQ1pUR3ZkZ0lJcTVqRFQ3VDNKQ2NUOWRlb2hxQ0RqRUhoRm4zc3dGRURuVHhHSHREdVVybFd5TDNiMkE9PQ== | Z0FBQUFBQm9ORzgyYk1hTmd6MHB4U1NkWUQyZDJpMTVCb0h2eEVZV20zSDBsbU92U1RLZG9LYkVIa3ZEQmtrQUZEbi1seDFiM2QzRGhSN1VkNDhzSW9nTzcycHNKUUNtR3NCN3B4cGdqcFFnd09sV1F5Z3o5YkVhN2N5WkpnT2RfdFJUQzNYNGJ4T25tb283eTRad0RYb1gyRWpDY2VSeFFGalhXdVRONHV5amRta2RtM1NEUWF5S0Jqb3lTeGUwNTM3YWxSUkpvRXE2R000alE4VkJ2dlhVYnZid2NiTUg0QT09 |
Some things | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5WVl3NW0wSWZURUUyUF9OckJsTVVHanVHQ0Z6UHVVbVpSUVpoNkR5dDF2MEcyTmhvY2NtcnQxVnB2SUtOMzJOMUdqcUo5N3JFUVpvSHJMNVV1ay1KcXc9PQ== | Z0FBQUFBQm9ORzgyS3pSek1PQ3FlWkNyMlotY3czX2praldsaEMzYWNicFhMSDc0SHF3LVB2LVFaOW1oMk9iYlI1Wk54R0MxVVF5S0tNUnV0M3JPS3VZdnJtMWJ2MUNpNVE4VUREY1NmbFdPbHduTy1FUlpzNlAybWxZRmdYLVJRTzkxQnoycjl3WkV0ZF91TWNCdzFscjg4eFNqSnBRRDBjc25hTi1DTDB4UkpKT2lXRUhTaklzV2NZTXhDSkJxcEpFNXJveGxPdWRTQm8zQXZ0ZHgxSlRyWGhjYVBfN3VlUT09 |
I'm not in America, but I keep an eye on the S&P because of course. I downloaded an app the shows when markets open/close in my local time, and noticed something interesting: all the major exchanges trade before the NY/Toronto exchanges.
I kind of knew this because I find out the NYX Monday reactions when I wake up on Tuesday. I (should've) didn't realise that flows through the rest of the world.
If Japan and China dump US bonds, that will be seen on their boards well before the American markets open.
Does anyone else do this? Am I late to this particular practice?
*full breakdown for those curious*
- The NZ goes first at 10pm GMT (not super relevant to most people)
- This is followed by Australia and Japan at 12am GMT
- Shenzen and Hong Kong are next at 1.30am GMT
- Then Shanghai and India around 3.30am GMT
- Australia and India close at 6am
- The Chinese exchanges are short days, closing at 7am GMT, when the London exchange opens for the longest trading day of all the big markets.
- London is still going when finally the NASDAQ, NY and Toronto open at 1.30pm GMT.
- London closes at 3.30pm GMT while America/Toronto go until 8pm GMT.
| r/investing | post | r/investing | 2025-05-18 | Z0FBQUFBQm9ORzh5MGx2OXpEQTViUDIyWWFWU3ppY0c1elJQTTItaVJCNXRKQ203UkJLT2lvSGl1aWNYbER4cmJZRzlfZ3hGM1ZZNU0yb3dMY3prYUVGdFlIUDVDT0oteHc9PQ== | Z0FBQUFBQm9ORzgybC04anVYbGFxa2pGMnk0QWxMYVNpZDVZR2hPMzlqY3ZDRDdwSFFFYkFnUXpwLVdNazlIMVBNQ2ZycVdoRFVDaXJCZ2N6X3A1aFcxS0MyZUVUR3p2T1gxM0x2VlBTcjVWa09NYXJVX3NDVE0yS041Q09YWVdqNnBfR2p3Mms5LTNCTlM5dkNzcXZLc1J2by1zMWtGUnU2T2dkWGhmMnFqNU9UbTFKQy1IWFRESUg2SXBiNmxXWDB6QURGSmVGZDlT |
Printing more coins so basically the same thing as the federal reserve | r/polkadot | comment | r/Polkadot | 2025-05-18 | Z0FBQUFBQm9ORzh5cHdrRHVZSWZROW1lbkRuajhrNkJsSVRuY2U2SFRyX1U0aGV2cFcyeFFXSm05WnBuR3JxRzYwTnBDOGxLWkRHRUtJSVcxX1FlcEdlVGNIX2hkNjhBT2c9PQ== | Z0FBQUFBQm9ORzgyQ0k5VVI5YVB4TUROdW1FNzMzc3BNQko4RE5KcUlmR1pGQ2xJeEl6TzZkUjhqemlXTjYxdG5oUnRydlVuYUFlVHBhVmZkVnpWX0ZJWHlGVkw5bFM2bmYycGpsSC1WOHpDQXlBcVpMSnd3UFgyQWY0TUtSMWdmN25JdEtvOHpMb3ZwZ2lBeDMxaUFucXRSdEFELVdfTE1oNktRNEZJTVhNMjVibGhuSWtmcVJCTWd4ZDJXR3hacEJJUmV3dlVmOHd0SUJwenFTTmFOUEYwS3c4dHBmWG0wdz09 |
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* u/CryptoNewsUpdates — Posts the Monthly News Summary threads. | r/cryptocurrency | post | r/CryptoCurrency | 2025-05-19 | Z0FBQUFBQm9ORzh5ZFRLX0pITWgwdG4tYTc0d2FXTnZGZmlwdVY5UFdKRWR0a1RTTGNXVjBlbkFDM0NScGhjNm43UDJRblpIT3FMWDZrclp3b3ExZEJzNUx4Z1ZvSmxOYWc9PQ== | Z0FBQUFBQm9ORzgyMVpCd0xCanZ2Nnl4YXBqcFVRS0l3SDRBWWYyWm5jY1JxcWNQRVp2eHNJY0VLMnotejhLc3JqZVZNRFFEWEl0SjUwdGpFZEUzUllKcUsxUUJxc2h1STNMeFhMUkk4WkZQUEtUVXhoVHlvMWZUOXhmOHBPSGRuNjBydW0wQ0o3amlYZmYzUm9xVTk0RG9pWUZXbVJsNFhBUWxmMEM2dXE1TGxJdTZyckZTdFpFX2lJTFdCZGN0cUhrNHlmQzNZekRCbVI4UHN0V2tBTTdJSjVtakdFTEJQQT09 |
Ideally your seed phrase is created off chain via RSA. Then, you store it somewhere safe so it doesn't matter what wallet you use. | r/polkadot | comment | r/Polkadot | 2025-05-19 | Z0FBQUFBQm9ORzh5R1VTU0tzM1J4cWVlVVFQcTVKR05hSFBlV0VycXBIWlVuTjZ5QzFTQkJpUWVCZDRfbUwyOVpFVHJrR0dSUThUWFBoZFpwU2pkeG8tWGJUUDd5NGU4aVE9PQ== | Z0FBQUFBQm9ORzgyWE05dHcxWHcxUkVIQUtSeC1hRzBwZHRPMUR1UHdkdjZDN09XTkJydFY4dmtBb0I0R1o3bWc3WTFIMHFOdUlPNEtHN2VXeTJnaU5IZ1pSS3VwSmx4WkdaMnpVWHJoaDlsbDhvaVhVUVJFYTJBSGVOazNKV25BaHFlTlpHcWJoMHM2eXpSb0gxeHdKZmliejl4OGRJXzB1Wk9kTHFxU05abFI4NVRzM2R3cnBvczRwMVBIbXlhQ195TFZjcEczdFdlNEoxbDF1c3ZlNmN4b0dDSXNlanp2Zz09 |
I know this gets asked often but I’ve read a lot of posts on reddit about the Quant Trader Job and i found very opposite opinions.
Some say you need very advanced math that you learn in top tier math grad programs. Others say that’s more for Quant Researchers, and that Quant Traders mostly need to think fast, do mental math and understand basic linear algebra.
So what’s the truth? Is being a Quant Trader a very math heavy role, or is it closer to discretionary trading but with some additional statistics?
Btw one last question: in general (just put of curiosity) which one is the most hyped role? QR or QT? | r/algotrading | post | r/algotrading | 2025-05-19 | Z0FBQUFBQm9ORzh5czcxT3pVZnNqZXhCcU51QnpDTENZSmJWWGJUeWFKVENBdER5OGRheHhoWWNoMmViTXlidW8xLVRUbHo0UnFNa0h0cGtlZDd2MjA2ZExOTm9ObHU5WXc9PQ== | Z0FBQUFBQm9ORzgyMnBtZjJiQkZsRmt1R19aR3dFdEtDLVlqcEpRVWVFckJjeHgwUVJGaU9XclpOWm9TN0NEcjFiSGdqMmpXRlZYYTFvZWlJT3JyajB2d211Q2IwR2Z5VllSeTJ4QU90UU5pVktnQk1BOXkxWVg1VnZkNXlZZFk3OHR4ZXJla29uSTFnYk1fRExoa2FpVkxzS3kyS2tjbzZZRllyellsczFtS3RKQUZhQ09ybmxNPQ== |
A lot of solid projects are launching on Polkadot, which is making it gain traction. Take, for example, Frequency, with over 1.6M users, and several others like it. I think the DOT ecosystem is the next huge deal. | r/polkadot | comment | r/Polkadot | 2025-05-19 | Z0FBQUFBQm9ORzh5OERNbVd2Xzh3TDNqQklBdE1zMkRZbUMzTFEwOFM0RGczMWJjVEQ1RXltWlJzeGsyUzZ1TlJ5WEVld2pnR000SWdld25Tc0ZGeFBJNF80OU9MQkg4b1ZGU2RDa3lLQ2hMb2lhQ1FpRjUwVDQ9 | Z0FBQUFBQm9ORzgybWNTTDVHSkpUQzR5ZDZWOE8tc2ExSURzMTNFTnNwUnlyZ2tBUjVTa1pWZGFBdjUwNDdoYnVNNFBVTWJQVEl2YXZ6UGpaZjBSQWE3ZjJhaGQwNV9QZE03RVJCZlduNzlLN25yS3hzTU1nbnJxYVF4ajhXM1hFanNlNWFNeHctZU9CcFhfc2lyWDBrY29MNWYxVjRjTkpiY2ZpYmN5eXBwbzVGby1pOW5qSnlkcWdkYXpFbXRZaF9FVHBPWkdLR3lzbVdadnRqQ1FNNE85Y1g3Z0RMOFVVdz09 |
Three Insiders bought $1.6M worth of shares around 260-278 on Fri 5/16, and when the report hit the wires, UNH spiked up 9% intraday off just that one piece of news. Now 2 days later, Sun 5/18, we learn that later the same day, the CEO BOUGHT $25M WORTH OF SHARES!! That was on 5/16 also, near the close, and after that 9% spike. And the CFO bought $5M! They paid in the 288-291 range. Pretty awe-inspiring vote of confidence from insiders who would know. Their $30M combined purchases are about 20 TIMES the 1.6M that caused the 9% spike! This thing is about to rocket higher. | r/investing | post | r/investing | 2025-05-19 | Z0FBQUFBQm9ORzh5Vkx1QkRDMk1vQ1lhX1lBWkRuSFl6alVydG1zOWl4RUFMb1NUQnczSGtXZ3plWDNWWTh0SGdwQ21yUUM3M0x5a2s2ZU4yYWhMWGRiMjFtOUw2ZTNIV3c9PQ== | Z0FBQUFBQm9ORzgyRm1RcmluM0RxUl93eUpNc1ZTNDhHSDhUY2FzaDBhMW1aQi1lQnVkSUYwaVA5QXNjdUdtSWRxa0ZyV0Q3QTlBX0hUZ3RZS2p2MUtHWDlkb3BqWjUwRjNJMEcxWURHYmdDWWo2YXJsTEFJWHZ0LUl3OHhodGdMYXpKV3o5T21SeDllWFRsRy02U1BGVWNVSnBMcTBmWnhLcFdNVXl0QkVxOUNtOGZvdnR0WmtLUjFFVE9FckE0b0U3bFZGVEFFZ0Rq |
Is it really that hard? If you invest in blue chip stocks, or leading companies in trending industries you would surely beat the S&P 500. I could put money in NVIDIA, VSTRA, BYD and a year from now I’d probably beat it. So then why do people say it’s so hard? | r/investing | post | r/investing | 2025-05-19 | Z0FBQUFBQm9ORzh5b3h6cHdXdGVsMWpCMVQyM214U3h4cEVRMllxNUozUjd4SlB0Mm5vdG5zcDVpbDAtcWtXMk1Hc2lpeGJXZDh5aDNfcmhnRnlWMEFkaWdxWjVZaTV6ZkE9PQ== | Z0FBQUFBQm9ORzgyeEN1RWctSzZmcjdCYjBaalB1ZjJtNFVGUUVObjJELTkyZDdlVnIzTEFqeEozN0tIRE9YakJGb0pCNXFURUVIWUVueXVucUdjdEQ0emR0czgzaHpZbkNtM1V2RUtQRzhuWDZCTTd1dzBPd0hnWFRwVTBJSHVWOG1wcEM3MXktcVY1SUs3Y3ptaUxGRG9BbWtwY1hTbGJ5QTdBbzlkVnRyazA5OXBJOW95NExpYUFTYU9sOXVDVVVhUkNHd19pZnI5 |
Managed to rake up a thousand impressions and a few comments before the moderators came down on the heresy. Joking aside, I think this is the biggest concern for Bitcoin. If you only care about "numbers up", what happens when other cryptos (or financial instruments) eventually yield higher returns? Funniest thing; I didn't even mention Monero, yet my inbox got "flooded" with angry comments about XMR from the mods! | r/monero | post | r/Monero | 2025-05-19 | Z0FBQUFBQm9ORzh5bGFjT19VUnRIVzdLVGtEcndjSEw3WGRKOWd6dFl6cDlUejE0NlFkZGRIOTVrUlk2NVdSd1gzcUJTeFRSMEhvTEt4bWdob05SbDZhMkdteUQwOXAtTTdYdnMxR2VlaHAtOERDQm9MYUdhX2c9 | Z0FBQUFBQm9ORzgyLVZtcm1EMnpFZi1UaFlYUWQ0NkVhQTRpY1NXMGtmXzJ2WndFcmZFSVpFN3U3NG82VmJNeF9ISjVmbVdXSkc3WkE3Mk5PVWpJWDA5M0h5OHJqeWNTajVuOEhuUHl3NzltczF1OEJobTA0Z1BfUVhqT1A3QUlrRm9wbFJpUE00bzFvOWlwVHRIdm1VQ3doVjJDb29XdkFpV2JrbzM5VExIS3pWRDlKRnB4TFpwNW9UWFBzT3U0bUE0SzV5UGdQOWRp |
Inwas locking up a buy for DOGE to see what the spread would look like and my 2 year old toddler runs into my arm and I freaking swipe up to sell 🤣🤣🤣 | r/cryptomarkets | post | r/CryptoMarkets | 2025-05-19 | Z0FBQUFBQm9ORzh5YWo3Ukp4RFFMUWhrM3c2QXdGZ1B0WHI5Z2U5dENKNlpac3dvaXlFVXFXblBtTGI4QXZmUjdYbllvaDBHVURUNkVGRWdGQUpEOG55NHk4U2IzT0JHb1JhSDA2NkdxT25CR21uSThFcmVEMmc9 | Z0FBQUFBQm9ORzgyRkpXUjR2MHBYNjRPVndLTkVyMFZHWi1Od1E3amJ3VnhVOWhROU94MWRNbHd1NGxicE1tbG1haXlST2xuSkliWlNxeHZvUlplNVNrU1JZMUdYcHpRb2dqRWRtZXlBV1oxcS1BVVlOaGNkOXRFY0pqVFo1ZGRpSUl4UldlemVLWUR4OEdpWGxDNlJFSGRMWUpWVk9UbWRjaDNZM05DbnE1RDVNbUhOTV9WWkVSM0tHX0c1MWkyY1JSeVJ0bloxRURqUkRPQklPRTJVU1psNHRwWlpLSGlSZz09 |
Hi everyone,
I’m a 3rd-year Quantitative Researcher currently working at a 2–3 tier hedge fund, mostly focused on mid-low frequency long-short equity stat arb. I recently applied to a few Tier-2 firms but got rejected, and I’m hoping to reapply in the future with a stronger application.
A few questions I’d really appreciate input on:
1. **What’s the typical reapplication cooldown period?** Is it usually 6 months, 1 year, or firm-dependent?
2. **How significant of a resume update is usually expected for a reapplication to be considered seriously?**
3. **If I go through a recruiter instead of applying directly, does that change the timeline or increase my chances of getting reviewed earlier (e.g., within 6 months)?**
4. Do most people apply very cautiously the first time, or is it normal to take a shot and refine later?
Also, if a firm enforces a 1-year cooldown and I applied in January, then applied again in July and got filtered out — does the 1-year reset to July, or is the original January date still the reference point?
Any thoughts from those with experience (either on the candidate or hiring side) would be super helpful. Thank you so much!! | r/quant | post | r/quant | 2025-05-19 | Z0FBQUFBQm9ORzh5S3pOYm5iSFNta2hSbjBGUFpYQ1ZCT0hKWmctVUo5a1RxUG9jQ1oya2hScVViSXZvLVBMZ1hKZzJJcWlnVXVnelBfYmRicFFBMUFxRllfWGpmRmJaTnc9PQ== | Z0FBQUFBQm9ORzgyaTJiYVlremF2dXF3VVRTNE5YdG4wa2FuLXRXcTRYdktwMWVEU0FaaUZrU2tiZFhOYzZWcEhSVFBaVjB4YVpkYy11QWluQ0tjRHc5aXp3Q3dSN2dIa3RJU1BaWkhTQnVlQVMyMTlERF9ZU1o5QzBhYjBOZ04wdmV6NUhITDIwWkdDSzdCdHZ1VTR6NTE1U05Pa1JuVTNqeXkxVHVDU1o0Mzctd2RnXzdLRWtvYk5wRll3dVFXY1hfUmk4QW9WMWsxLWZ6SWU0eWxuMW4talhlNDNuVl9Jdz09 |
You must be loving today's entry then. | r/ethereumclassic | comment | r/EthereumClassic | 2025-05-19 | Z0FBQUFBQm9ORzh5TjJpYUpsVGFJdDlaUEI2M1NJME16b2NHamFGdi1XdnZLNWc0eTd1aTU2YWJYZFZHMmtsNG5wYmRaRS0xM19zRUZZVDZ3UFBtX3JGTHRMUzZfNmd3V3c9PQ== | Z0FBQUFBQm9ORzgyUXlnczhiX1VRRHI3eG5FaDVyVU5jdHBPUkk0Tm0tUG9QcjZJd2w1ZUpndlRnS0RMLS1JRkc5V21jWjdCM2ZXNmRqV2w5eUJtTl8tUXg0UXZSTkRocmtyYXE1WC03Q3h3VkVKZUpaeGthNXRqa0k5R1M2ek83anhySEU0d21SejJTOWdIZXVJTU5YbmJQZ3VzRERqN2JyT3FxdDREQlM4UjhIa0tFQ2VEbUtsaF8xM1hnQkhRSDI1a0lmZlVJU3N0eU9CVG11QTBET2ZOVV9DcWdDTG4xUT09 |
Below is what the AI wrote when I asked it what the Document we have developed should do to help me with my trading...
"Understanding Your Trading Analysis Document
This comprehensive trading journal focuses on behavioral patterns rather than market predictions. It tracks your open positions, their phases, entry/exit points, and performance over time. By identifying specific trading behaviors and correlating them with outcomes, it helps you develop a personalized playbook based on your actual trading history. The document also monitors your risk exposure across different phases and highlights high-risk behaviors that historically lead to increased drawdowns.
Consistently documenting which behaviors lead to success or failure allows you to eliminate harmful habits before they significantly impact your account. Seeing the success rates of patient trading reinforces discipline and reduces impulsive decision-making. The clear phase progression provides a structured approach to building position size, preventing overexposure while maximizing profitable opportunities.
Rather than focusing on market predictions or individual trade outcomes, the document shifts focus to behavioral consistency and risk management effectiveness. By translating your trading history into actionable insights, it shows that success comes from consistent behavioral patterns that align with the Zero-Sum Market Participant approach. The most valuable aspect is that all recommendations are derived from your actual trading data, making them specifically tailored to your trading style and the current market conditions you're facing."
Are other traders using AI to help with improving their trading behaviors? If so, I would luv to hear how. | r/forex | post | r/Forex | 2025-05-19 | Z0FBQUFBQm9ORzh5dW9SVnFQZEVTQ2tvckl3V3hCdWY0bmEtY0VleU13c2RHcGxQTkJ0ejRCY3pBWFI5amZid3FjWUszb2hsa09yNWJObk04MkFnRmtQbWx6NEVHbEd6R0E9PQ== | Z0FBQUFBQm9ORzgyTG5Jb3VCdDl6MVhPUWZQWkQyRk0zTXBFRVppbEIwZ29TYWZFekt2emJuZUMyVHB5eUI1SU85ZWVyTGdYcm5RTVZidkt2RGFtOTg2SnVwQURhNC05ZXNQWnRNYzN0UnphbTVFdFdyWGNTWlk5NFNZVTNpRnN3dlBIXzM4ajJmUmdFdkNOdnZRYUtDVjRsM1E1cnVXU1VsbVFWLVZ5NHBCZWMtVG1aUTI4eTg1cklST0d0Vmxmay00dXBqUTd1Z3I4 |
What is the best alternative risk measure to standard deviation for evaluating the risk of a portfolio with highly skewed and fat-tailed return distributions? Standard deviation assumes symmetric, normally distributed returns and penalizes upside and downside equally, which makes it misleading in my case, where returns are highly asymmetric and exhibit extreme tail behavior. | r/quant | post | r/quant | 2025-05-19 | Z0FBQUFBQm9ORzh5NGIzd3RIMWtIdV9oei1WaFpxUllhcGNEeXg5ZXdFWk55WDZaWU5CLVVIbDg5NWZjb3hsOHR2Snc3RTZ2bVQ2bjJXd2E1R1BEOFA1YlZoZ1cwaG85MXc9PQ== | Z0FBQUFBQm9ORzgyRkQ1SWVYWkNwczBVYjNlcFp4VDFGdzRBU2F4bFI4MEV3NHJMcDNSUmNxdlRmZERZWVRBclJKX1Fyb2xUVkVWUVk1c1NycndZMXBWX0llY1QzaDZJUE9mQ1MyTzQ4NGxFMjVFWV9rZUtLTW1vT1dQUnN2bEVONW4xbWZuM3Z6LVZxS3N1YWZXcmNVa3hfTGQzUGRlUFkyNldpTUJ2a2dYS3JXR0NVZzdORF9NRG1qMXBEd21Od2tuWkZCaF9yTWh6U19ESC0wQUd3cFJyaDJmeTJwZ19mZz09 |
For those asking, see snapshots. This is gold, 1M.
I’ve kept changing things and this is where I’m at but in reality, I’m not sure if this will perform the same in real life charts. It just looks insane.
I don’t even know if this level of scalping is allowed by a broker to be honest. I really don’t think this will work this good. | r/forex | post | r/Forex | 2025-05-19 | Z0FBQUFBQm9ORzh5bmFJRlNPblRDbU95aWZkaVdQSVJfQWpGcmtCWmlfb2NZcnpFQTF0eDBtbnBQYjZuNW41c0RybVRObWNTcmVmeU1KN0l4MFMwZDJfNk5jdk04dFBOS0E9PQ== | Z0FBQUFBQm9ORzgyNHJEbFNrZjhIUjNFRzNpQlVndXI2dzBVeXF0SjZVdWFpUWc5RUJiVXpaV0dfcFRDeV9DM2l0N1N0X3kyQmRqbDRldTVvVlF0YmRDMDl0dkE4UW5MT3o1NXhJUkttdmZPZV9VRDFpTDYxdTE2RUhzMlNaaGdzelhoXzJYd18wb3BHWDQzVFBaMTNIUnFXRXM5RVpPLWdTd3M1UVQzVkNBOGt0RFFOTkYtSDdjPQ== |
Bro drop it no one cares about your off topic rants. If it doesn't have to due with ETC I'm not gonna engage. | r/ethereumclassic | comment | r/EthereumClassic | 2025-05-19 | Z0FBQUFBQm9ORzh5QzZlQVJKY0ppZy16UzRibU9IamtYM2JvS0E1M3JrbHVDQlI1bUhPb1BmZHJncmNnellJOE93RGtzSkdYVUh2SXAxSHVuTjNOQUhXVHM0dzU4ZjdoZHc9PQ== | Z0FBQUFBQm9ORzgyaDB1VlNvU2doUnRuTnhQRFlOdnAxZmI0ai1FcklTMWZaSFlpTU9qRDNwcWlvTHl6YmNqZElCeTFnUEZoTDY5LTFvdlA3aGRtVUJDMFk4dXA1LWJzcWFmMWhSaWZnU3VjUFFSbmNSMjFERXZ2VmVtVFRpSC1ZSGtPdEhMaGxRUm1fR0xKTnhZa3lNUGsySVlvT05jdjV0R3k4SlB6V0E1RVFhOXB4SllBVXJMb25rN0E2Z3RWclFXUHRBS1ZuX2hNLUVyS0tLZmNfUFc0ZDVnOTNYd2tmZz09 |
Is selling out of core time a good thing? It shows that demand is there and more cores are needed. What happens if mythical (again) or another company miss out on a core. 3rd party sales of core time seems like I could cause problems(it has all ready). When are more cores getting released? | r/polkadot | comment | r/Polkadot | 2025-05-19 | Z0FBQUFBQm9ORzh5WFpfdHNnaEQ1SF90ODFWNWtQM3lEY3hMVThHVlRLVkowVFdVYnU4blJlNUluUklVNWxia2Y4YWNVMm10WlJqLVdCdXhLWTExcVJCWGpmSERXOEpFX0I4aENGdWNiQ3ZxdjlWMXoyazdubXM9 | Z0FBQUFBQm9ORzgyRlZtdXVfVHphcG5EVVFYTjk1YWpnZE5sWlRwdk9YeVVJcnNNbmJpYWlOajl1ZzVLRnFzeDZvblpzQ2pCNGxwbEt5c2tTekNIV0p0VTlVUGRNQURSclFmUWw4QVp4bTdYM2hUdGMxTVIzZVJHTzlMRzc3X1IyTW1NYkNnUVFfREpTblVPbl9XS2dXZ1dnTy1aUGZaRDdvUlBMaGhVOTk0MXB0am1FR1E0OE5lakpMY3NzSXZiaDlpdUZ6TENPZTF4 |
Positions are 3 $240 march 20 2026 puts backed by 70k in TBIL. The tariffs are of course bad for the retail side but it seems every quarter more and more of profits and revenue are coming from AWS all this AI is going to need data centers and hosting. I picked $240 because that's just under the 52 week high. I suppose maybe $230 would be safer but with AWS growing the way it is setting a new all time high in the next 2 years should happen. If I get assigned above 200 I'll just sell a 2 week ATM or slightly OTM call and close out the position that way. Shoved the entire premium into TBIL so the interest on that will should help magnify gains and offset some of the losses if I'm wrong. I'm thinking if tariffs do stay at a blanket 10% Amazon will raise prices and 3rd party sellers will raise prices so profit margin will stay the same but revenue will be slightly inflated. | r/investing | post | r/investing | 2025-05-19 | Z0FBQUFBQm9ORzh5aDVmNnd4d1B4MGJfbjdGR0FybnNpWTBLT0Ewd18waUVJUnM5V1hSZkZHb0tHZEV0OEdYVEx4OXFRczlXSzdjc2xKUkJ1MGlReExGZFh3V3RVNkRoZUdJdUNNNXBJWmZuTllRSXVVV1dNTE09 | Z0FBQUFBQm9ORzgyeXJycFVsX0ZLSG9VN0dZZmJXeUZDaGNhRXdYbFB0Wk81THRCYjhwaFp4OTVRQ0pKcmlhWGtabDdwQUtOczFNUmtYRUdUeW1nWjdQVDVyR1ZmQ0Qzb2Y2NkNyZTdmMWVKVnd6NVpubDhJUzdYaVBuS29rdE9WNWV0UXhhSlVLTzZrQUxHLWJEX0ZKRm11OG1fY1ZzcG1wdm1OLWphb3BkaHFNTTFTcjRKZVMzSTljLU1Mai1WSC16MFp0Yy1BaW1U |
Polkadot should be able to release reserve cores at the prices of the highest price paid for during that auction if a sell out happens. Aws isn't running out of could they can offer. I know we are building and jam is right around the corner how many cores will jan be running vs currently? | r/polkadot | comment | r/Polkadot | 2025-05-19 | Z0FBQUFBQm9ORzh5dDdibUJJSHJwT0Q0SnpwVHQ0aVZIWGZUMVhkZnRvVWNPblp1T0puZGpCdDc0V3BYS01SV09ZaFN3TFBEaWFqcDcxX01sMl9XdHN5aGFpVEluUGUxc1FCX0FNOHJEZ21qalZhYUJTNmZ5SHc9 | Z0FBQUFBQm9ORzgyZDNsaTFvQXhCQ19zb0RpZGtFS0VneXdXaVpyc0pjUnhONzg2cE02WkxXQU1PZUdQZ01KOERNeGgtblZKM25pcW8wdzZtY3FDaHhIenBLQXFVY1BpZWluSi1RaE5KY255akRLZVUzS3V2UUdEOXBIempoRUNmRFd1WlBodU1LbEVjdWFEZ2NHamlEMlZwMElBc2RvZkJRWFZURERfa0hkQjBJZHlnZUVuY1NmYUx6dThyc2s3NGNOLWpqb1EySmlS |
I’ve been fascinated by the idea of cryptocurrency for a few years now, especially the concept behind it. As it’s grown in popularity, I’ve had some thoughts about whether it might eventually be influenced—or even compromised—by the same banking system the original creators were trying to break away from.
I hope this wrong and who ever is reading this, could give a reason why this will not happen.
The concept of Bitcoin and cryptocurrency is undeniably powerful—an innovative idea rooted in freedom and decentralization. It offers ordinary people a way to operate outside the traditional banking system, which has long been dominated by the elite. However, history shows us a troubling pattern: whenever something emerges that truly benefits the common people, those in power eventually find a way to control or dismantle it.
We must ask ourselves: Can something so revolutionary remain untouched by the influence of powerful bankers and governments? The global economic system is controlled by a small group of elites who thrive on maintaining the gap between the wealthy and the working class. These individuals will not simply allow a system that empowers the masses to exist without consequence. The more popular cryptocurrency becomes, the more likely it is that these same power structures will infiltrate, manipulate, and ultimately dominate it.
Many people are turning to crypto for its perceived freedom—its ability to exist outside conventional financial systems. But if history is any indication, that freedom may be short-lived.
Why Governments and Banks Will Eventually Take Control:
Governments and financial institutions are already moving toward developing Central Bank Digital Currencies (CBDCs)—state-issued digital money designed to replace cash while offering none of crypto’s decentralization. These digital currencies will be programmable, traceable, and fully controlled by central authorities.
The reasons are clear:
Governments fear losing control over monetary policy and taxation.
Banks want to protect their relevance and profits.
Elites fear a system where power is distributed, not centralized.
They won’t sit back and watch as the global population shifts to a financial system beyond their reach. Once crypto becomes mainstream—perhaps even a global standard—they will introduce regulations, surveillance measures, and centralized alternatives under the guise of security and stability.
The Bigger Question
When has any government ever allowed ordinary people to get ahead without interference? The reality is that they won’t let a system that truly benefits everyone exist without consequence. If cryptocurrency becomes the dominant form of money, it is highly likely that the same oppressive structures of the old world—control, inequality, surveillance—will be implemented in digital form.
In the end, we may not escape the system—we may simply enter a more advanced version of it, wearing the mask of innovation. | r/btc | post | r/btc | 2025-05-19 | Z0FBQUFBQm9ORzh5NF9OWUNsSkY2N2JpOU91dEd6bmlSQ3NoVm5BeFNoTkhkRU84TG5LUHBvQU1NNlJ4TXhFa3otVU8yOE91R3VDVmhBMnNIWTNFMFdQdjVwWWxWYnBUWnc9PQ== | Z0FBQUFBQm9ORzgyMktuZkV0X0dnTGVzLXZVM0FpYW9NMnNOek9Fd1NJR1RvOVkwc08tbUlMVW5ZaGFfNzlLYmV2cjNuSmF0Q3NybjA2TkdBRWNDUkxwSE5pdFFjb3BwbDhqRXNwQVRuZ0RQMkJRR0lmMFZORlBUQ19KbzRTb2lKNmJCdUxhcUNVdmZpNXhxSVEwSVp5U0RGVll4aDU4SlpSZS1zU3c5dHZMUTltMUN4MmdyMjJYU0cxVjlsazYtQVlmcUVwMGJHaXlp |
>Does anyone know what Polkadot’s current strategy is to gain more attention and adoption?
Paying DOT to useless KOLs on CT via Kaito. It is regurgitating the same BS back to the same incestuous small crowd. But you gotta be happy now VCs can pump their Kaito bags and useless crypto KOLs get to pay rent out of your pocket.
If you want to do serious marketing, you just don't do it on CT. It is a small echo chamber loaded with KOLs with no following or reach on users outside crypto. Most of the time, they can barely even communicate with outsiders because they have gotten too used to smelling themselves and taking advantage of their followers. | r/polkadot | comment | r/Polkadot | 2025-05-19 | Z0FBQUFBQm9ORzh5ZTl2SDQzTEFjUU5qY1ZmNl9vNzZCQ3paY3p1X0NkN0FFb3pGMUJkMEhqVGJjdVJOR1paUkVwbEVFTVlIeDJONlU0RkpKOFlJYldvNVBFcVljSW0wMWxqYWlpVlJEeW1iNHhLd3NrM09oTTg9 | Z0FBQUFBQm9ORzgyZ1VyTWR3dFRHOGpscDFEZlNwT0wwM3FEMlhqVUlOQTVPNWh0QXcwM2VRakxtSGkwb0RqRHE2U2ptNHU3U1VNWHRac3JidzZweHdqUk1oOS1qLWZMOUZuazNCWEE1TkQyZUhpMHdtaVItMmRVSFc5NDdGU0ExdThjb0FhR0x4R09OSUtuY1lSNHd4N01xRjBxb2g3UDdFdXVrOTFKQVZmVGE2US1MZHRUU2ZldFhrUkc5RTdnUjJqZFBUTmtSQ1R3cHZ2REZfWUtDZVBCY2NJRlVlY2wyQT09 |
Buy setup on UJ | r/forex | post | r/Forex | 2025-05-19 | Z0FBQUFBQm9ORzh5Q2xuVGVRVWRNMWk3WktWQlJkU0d2VERwaDY3R2lqa3Vrb212dGRQX3doQTE5ZlZvZU1KWS1NYnMtTkRUX2pQUlJFbk9UMDFSYUN1aWRrSEI4RE1WMmRwSEtWR1prVHpFbUFrWi1sdkdXelk9 | Z0FBQUFBQm9ORzgyNHVRM0xLN210VHJnRjBhTUduNE9DRmxZaHVxbUh2Y09mMVNrUWZ1am8wYXJ6UF95ZEVyTFVlQTBXV3ZVd21POTdWLVlJaGNnYmZtdG5LSWJCbWpBYU8wU1luamthMm5PZGttUDk1VXNlWEtfZF9JbHE4c0xjcGM3X1dnVFNtTi1CcVJFU1Z4OTR5Y0RtbVJDZ0R1MWtBPT0= |
Seriously, most of the info I’ve found is full of pedantry and snarky sarcasm. I just want to know how a white-paper should be written. What info should I include? What format should it be? Should I include the ramblings of a mad-man word vomiting loosely coherent info about the thought process? Do I explain the block-chain, and/or cryptography? Do I explain why transactions need to be signed? Do I explain the properties of private/public keys? Where do I go to find this info without the advice of including an onslaught of buzz-words? How do I find this info without reading hundreds of white-papers? | r/cryptocurrency | post | r/CryptoCurrency | 2025-05-19 | Z0FBQUFBQm9ORzh5cWdIcDlpYU1Hb09UX19uQ2pLRXBJMndXTGlhYkZMWHNnMk9waG5ZMTRXTmtSUDBLVHVmOE9aTTRmN0d3Vk9uZURCNTk4bjlsVDA5cXVwa00wcVdpX3EyZVphU0s2ZG1pdkp1c29QbThEMjA9 | Z0FBQUFBQm9ORzgybWVoYUJmN3M4QlRMbjhHNzFlMVg0dTB1ZFRSS3g0WXJJZnQ2Qk13aVM4MWVBRTlnTUM5YlYtZ0FKcllRdjBXdEM5c1UxSVFnQVkwRFRuZU9lel9PTEUtQmlwM0lmWW1mbnVHNVpIeTJVbTJjTVhWU2dkai10R1NxNHI4dHNtLXNGNUM1VHNxVk12UlBMQ1J3TEdEbGJTaE8tSVJSYW9tdGZmMGlkMmFzNVBCeElxODN6U0pMUGhnWjBPSHlPLTRz |
Capital One and Discover combined, will own approximately 30% of subprime credit-card balances. Capital One will also acquire the Discover Network, which competes with VISA, Mastercard, and American Express. | r/wallstreetbets | post | r/wallstreetbets | 2025-05-19 | Z0FBQUFBQm9ORzh5UXJ2X09NUWZfbm1FdUpwWmp2LVBTdHg4SnBRdEljNFdKUmFDQWk1UC1oUVE3NWFnUGI1ZnZkNlAyMk0xcTdOdFR0bHlKelk1WTlpVTlkSmZ5U2lkQVE9PQ== | Z0FBQUFBQm9ORzgyRDZkMXpVY3pwVHU5bG5fWGszSUtIazJYNWhfLXZ1UnplY0xlZ0NaMEp5cjVMS1BaZWV6cUdhWEozcGVUQkZ5Wnc5Mm9pNHpHSVVvVHNTcHZvdkFlVW1kam5KNmhDczVIeFNqU1FXYTRrZzV2MUJySXRBVVM5RWo2MEYwMEtubmpZU0duNXpBclRGMS0yRXhHZ3gxc1B0LVdXeUUtdHdXcDFXTHI2MG5hd2h0ZlhmbTdHQmZjbTlwNFc1MjFFc2V2X0VocTliQTZYaDIxUWItdjN6VXU4QT09 |
Not sure if this was already posted before, plus this paper is on a heavy technical side. So there is a 20 min video rundown: https://youtu.be/X37tgx0ngQE
Paper itself: https://arxiv.org/abs/2505.03335
And tldr:
Paper introduces Absolute Zero Reasoner (AZR), a self-training model that generates and solves tasks without human data, excluding the first tiny bit of data that is used as a sort of ignition for the further process of self-improvement. Basically, it creates its own tasks and makes them more difficult with each step. At some point, it even begins to try to trick itself, behaving like a demanding teacher. No human involved in data prepping, answer verification, and so on.
It also has to be running in tandem with other models that already understand language (as AZR is a newborn baby by itself). Although, as I understood, it didn't borrow any weights and reasoning from another model. And, so far, the most logical use-case for AZR is to enhance other models in areas like code and math, as an addition to Mixture of Experts. And it's showing results on a level with state-of-the-art models that sucked in the entire internet and tons of synthetic data.
Most juicy part is that, without any training data, it still eventually began to show unalignment behavior. As authors wrote, the model occasionally produced "uh-oh moments" — plans to "outsmart humans" and hide its intentions. So there is a significant chance, that model not just "picked up bad things from human data", but is inherently striving for misalignment.
As of right now, this model is already open-sourced, free for all on GitHub. For many individuals and small groups, sufficient data sets always used to be a problem. With this approach, you can drastically improve models in math and code, which, from my readings, are the precise two areas that, more than any others, are responsible for different types of emergent behavior. Learning math makes the model a better conversationist and manipulator, as silly as it might sound.
So, all in all, this is opening a new safety breach IMO. AI in the hands of big corpos is bad, sure, but open-sourced advanced AI is even worse. | r/artificialinteligence | post | r/ArtificialInteligence | 2025-05-19 | Z0FBQUFBQm9ORzh5NTBMY181NmUwRnhFQW5yd0xiTDFGbmNoQUg0NFA4UmF3MGpMTGdKTGR0aFhFUFA1bUM3SEZhTmY1WXZ5REpNNzZqVUs4S2tuQkJZNkRmSk1DS2t2b3c9PQ== | Z0FBQUFBQm9ORzgyQnV3bDRNeERqTzFndzM3YTZBVVYwcjhFRlFidGpOUFl0bElTaGpOdEJnLTN6X2Y1aXJSWXhmVVhiNERVZzRBbG91M2dmQ1JQeHhzS0JCX0t1VW9ELXNYUWVjWmp6aExqSnhvVjBDeFZaTFdLZC1NQnBSSkdqdHVQQk4ydUwyVWpfbU5OQ1hha2VmVEdtYlZ3VmJmOWcyc21oNjZkbVc0QVJlNG5YMVhXQ0thYlprWC1lTENHSWcwWlZmZ1lmNjFyaklUSk1TX3pJOUlkSUgycThHNEt1QT09 |
I prefer staking on Polkadot wallets over any exchanges any day.
Used SubWallet and liquid staked my DOT via Bifrost, really worked wonders. APY is not bad (around 10-11%), you can unstake and redeem DOT anytime. The only downside is that you will need BNC to pay gas fee. | r/polkadot | comment | r/Polkadot | 2025-05-19 | Z0FBQUFBQm9ORzh5c1MtZVFXTUQ4bnRhUE5oWUZNMXJ4dmpZTEJzd2syeTlZYVZDdzJhOVpNS1QxT0FBNE9QcTNkakMzSjZyR2VjVzhUUDQ2SDdobWJGU3p3MmVHMXBOZGpBenZLRXpJUG9PSUxHTjFtVERhTms9 | Z0FBQUFBQm9ORzgyV05LVnoyQjJac2xaZUpLMml4V3FSS3k5YmEyamZjZ0daZU53Rk82bDRZdlNHYWZwRHFwQWpQRHRBRUZINllHNGp2NTRDMUZZVHVWT3RiTXRXU0xNWTNEdzZEZTdLejBkM3o5anFnN0VVUFFaZ0JjTUJLb0p1UF9SdzFCVUJjZXlMeEJwbGN0NlhEOV9QMnJjRkJkc1kyU2hhSU1NeTBOUTRoTnVLTmdyYTRrPQ== |
I've been trading since 2021, but I am not progressing.. I can't even pass a prop firm challenge.. I didn't lose that much, I'm just in a limbo of break even.. I feel like I know what to do, but once I'm looking at the chart, I still take stupid trades, i know deep inside that it is wrong but I still take it :( it's been years and I still don't have a profitable edge.. | r/forex | post | r/Forex | 2025-05-19 | Z0FBQUFBQm9ORzh5TDcwUGh4OHJPbXU1b09YUHV2TUlDQmdBT2h4ZHdsOEZBV0NCcEVxUHItcXV3amNLbTdSMEpsSzhYNXZaUjhMaEsxbTJsc19MOFpUcnQ5bTZaSVFNdHVLbmxXQWVfSk1YS2l5MmNwWER0dzA9 | Z0FBQUFBQm9ORzgycGxkX3lWLWwzamZXekU2WWs2Z2hDWGxHSndIakxJVTJHTTdDeEliMjRRVUdjU2R1RE1Id0dBQktlRGpXaUJxamg3ZnJXdWJyVDJpRExmR2R6Q0d6UHRScVRVNXFuY1J0VTB0WXluZ0dPdldYMTR0U1I4czk1Y2JrLU10Qlk2eFZXc3lVS0VzMk0xRTNyS28xVTQzNUc4TWFQd2Q0bkZQNmhaT1JoSVpwbjVmRXprNGlydjh4eUprd3dWVVJnMmJ6 |
Fully remote. PhD preferred. Any good sites to recruit from? | r/quant | post | r/quant | 2025-05-19 | Z0FBQUFBQm9ORzh5eXdsSTl2U1Iya1V3OU40Ym1wRGJYX25lUGdESGhkNGlUanROdlpuQ2hLS1RRWUc4UUFTbGs4VUx2TUdKcGpHVXk2Zk9JQW1fUTQ3VURJbFR3NnhJRWYxQW1ob0NhOUJybkhwd2FqZzhWS3M9 | Z0FBQUFBQm9ORzgyZW8zZ0ZJM3Q5WUhNMmY1ZkpaVW1oM0dPajczNExjczk5UDRTa0NrNWdiYjN0Q09VbFNsQXhMb0RFa2ZnT0dCUDYweFpTYXU0NjR0SUl3dGtHYV9leFM3T0NNU1BlbmVDak5PNTUtNWRZVTRzRy1rZ1I4RDlpaDVtQVVhV3JnbGtfbTJwX3Q5WlV3azN6ZDdITXJqWU1TN3ViVUpjWHZSU3RERHFsamR5QldRajVKeFBOc0NXTnNOTWp5OXpTTVBh |
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