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Tickets can be purchased here: https://bitcoincashgloballotto.com
Grab yours now! | r/bitcoincash | post | r/Bitcoincash | 2025-03-30 | Z0FBQUFBQm9GN3JHeVhVNXUzQ0VHOXVGU2o5ajdqOFlFTk1qeG5RZzlEODdIT2tFV2N0R1l6ZDZIM3BfWXJaMEhGODRXQkpEQzlYZXVCcmNhbGxMN3JwTVBQeTR0X2czQUE9PQ== | Z0FBQUFBQm9GN3JHOE82aHdkQ2tmaEtzbDlIdE1LTVVCQkVfQVVLTkdaQUl5Ry1UdlM3ckJ3dWRnc1N1bE5oc0UzdVd0c0ZyOThKOUlNb2JKbnBxV1BVcDhReERkRWpWN2xsdDNmMWVPNUkzQVNEQ2dDLTZpTkNfeHFGUXRJZmJXdG1SOGU1X2VtVURLaVNTN1g0VnRsbXFVSHoxR3FWZ0Y4OGR3SUlXTVhUTTRDTzlZVzI1bGtYVThqRVBhWmZBYmZkWGJNVjVrYU9kbUw0NU9CZnB0Z0tkYzFkM3UtWmh2dz09 |
Yo, I’m on the hunt for solid projects with an **upcoming Token Generation Event (TGE)**—aside from **YieldNest**. Looking for something with good tokenomics, strong community incentives, and actual utility.
Speaking of which, **YieldNest** has been on my radar. It’s a **liquid restaking** protocol that integrates with **EigenLayer** to maximize staking rewards. They’ve got this whole **Seeds system** where you earn future airdrops, plus **MAX LRTs** that boost yields. Seems like a pretty interesting play for passive income in DeFi.
Anyway, what other projects should I be checking out? Drop your suggestions! 👇 | r/ethereumclassic | post | r/EthereumClassic | 2025-03-30 | Z0FBQUFBQm9GN3JHbjVxN3BFR05vbW83N2ktWWdnN2l4ZEUxcmR4bUlBLUdCLUhCVW1Zb0dGMl9wMk9vdS1uNEVsbWQ3ejZBaFFvSzdYTl9NWkdTVFBiaWU0NzhFVW1uUGgxaUdFNWJaNHZGbDJDS2hzRzNaOGs9 | Z0FBQUFBQm9GN3JHSkplM1FIV1ZTWjdCLTNXOWtPQmktVHdvaUkyVHVJWDNLRFN3MXozMzdoTXN1ZjJMdTVMRmdvYXlrcDlEWUtWRHJFRDZhY0hEMEVtczFJQXBUMjhJLTlnOFNlRXF1QXJRN05oamlZVTVoZC1OSTI2NWZCQ0JqQm51Mk0tM3o4M0hJUlhON1B3Q3RPVTZiTWZ2cnA5am5maG1SdXBnNzR1TGJqN0xRYVZQLTdhTHVpSElmbUpib192UmRkbVVQY29D |
Nice to see the adoption continue 😎 | r/filecoin | comment | r/filecoin | 2025-03-30 | Z0FBQUFBQm9GN3JHbzBjaVNGeEpQajBlZ29iQjVxOENiTEVvbXF5WlVUY0lrTG1oZFR2M2U3QWRyZzVRM0wxandWWHgwTUp0cmtWRTdQbGl1SXc5V0NwV3ZGQVIwZFBfV2c9PQ== | Z0FBQUFBQm9GN3JHYkFnaEhlSXJWcWFRVEZoRzNpNEtYbGdUeWVqV20zeGZEOUE2NHFjaUl0VC1OQVhXYjJkclpnMHV2ZVFLQ1JkelZrNHRSV3RtbTQ2c05Ma3ZyaWs2RGI3TGJ3S1dJRlNIWGZUR2lUUHEzM1pjUGVvR3J6c3lqenY0NHpxblpiSTQxZlotemhBRlVqUl8zZmwzWWp4M2xkblZncFpyVDc0RnZ2ZHlfXzdzTGk2b21XYUJxYmh4SFZMREgzV1dPRkJrSmE1ZDgzRV9iUk03U1JjaXp0a0lGQT09 |
This is great news for the ecosystem | r/filecoin | comment | r/filecoin | 2025-03-30 | Z0FBQUFBQm9GN3JHNWVIUEx6eW5CclRMWkNncXdTcmRBWFBkZGJLXzlLaFc0NkdGbTBua1VidWpKeHZSRGdxZlF2czdsb3ZENE1ieV8zTnNNdjJueFI5TnpqMXh5akVvUlE9PQ== | Z0FBQUFBQm9GN3JHdWxYUHdLcnlhQzU2dGZvWFM0dnhOeHh5WXVoemJ5a09DOGJOQ0phTlZ2T1RSUUhtNEZOYW42ZjhhNmJidGxEY1N2WXgyTER1OGpFUGtYNGE0bjdtVllTcU9OZDU2VUFPd2VwZVFYTnJIMXNtZk9Bd0ZLZE1GbGZOSE5vSDE2c0ttRE9PbkNBcnQtTklGdGFFTC1TMzZrX2ExazRxY2lGVEtNOFpVZzlBZWk4aktrVzVzY2gyYnF5OUJiMHBHbGFqeXZGaGUzN05DRk5MN2pFdjR5VHRzdz09 |
Yes, this is very interesting. I was educating myself through a number of prompts with AI to ensure those who asked me questions about AI understood the context of the responses they were getting, what they may not be getting, and what data major LLMs actually consist of (possibly/simply due to what is massively accessible and economical). This was the final result of my quick self-education session. I'd like your thoughts, specifically on what AI models I could personally play with that may bridge beyond dominant narratives and potential bias, and that can lead me to a deeper truth in response than the larger widely used models can give me.
---
## **The Shadows of Knowledge: What AI Reveals, and What It Misses**
Imagine truth as a perfect, multidimensional shape—complex, intricate, and whole. When light shines from one side, it casts a shadow: a triangle. From another angle, the shadow becomes a square, and from yet another, a circle. Each shadow is true in its own way, but none captures the full form of the object. This is the nature of knowledge, and it is the challenge we face with AI today.
Most AI language models, like GPT-4, are built on vast datasets drawn primarily from Western, English, and dominant cultural narratives. These datasets are expansive but incomplete, reflecting only the shadows of truth cast by certain perspectives. What this means for your use of AI is simple yet profound: the answers you receive may be accurate within the context of the data they are trained on, but they represent only fragments of the whole.
---
## **The Light and Shadows of AI Training**
AI’s training data consists of vast libraries of books, articles, websites, and research papers. Yet, this data is disproportionately sourced from literate, digital, and Westernized cultures. As a result:
- **Western Philosophies and Narratives Dominate:** Concepts rooted in the Upanishads, Buddhist sutras, or African oral traditions are often absent or filtered through secondary, Western interpretations.
- **Marginalized Voices Are Underrepresented:** Indigenous knowledge, oral histories, and minority languages are rarely digitized, leaving vast reservoirs of human wisdom untouched.
- **Truth Becomes Fragmented:** Without the inclusion of diverse perspectives, AI can only offer partial truths—shadows of the full shape of knowledge.
This isn’t to say that AI is inherently flawed, but rather that its knowledge is limited by the light we choose to shine on the datasets that shape it.
---
## **What This Means for Your Use of AI**
When you interact with AI, it’s important to recognize what it knows—and what it doesn’t. The systemic biases in its training data mean that:
- **Dominant Narratives Are Reinforced:** AI often mirrors the perspectives of those who have historically controlled the flow of information.
- **Non-Western Philosophies Are Overlooked:** Eastern traditions, indigenous knowledge, and oral histories are often excluded or misrepresented.
- **Incomplete Worldviews Are Perpetuated:** The answers you receive may lack the depth or nuance of perspectives outside the dominant narrative.
To put it simply, AI provides a version of truth, but not the full truth. It’s a reflection of the data it’s trained on, and like a shadow, it can only reveal part of the whole.
---
## **The Limitations of AI and How to Address Them: A Comprehensive Guide**
AI systems, while powerful, have inherent limitations due to the biases in their training data and the contexts they miss. This has broader implications for how we trust and use AI-generated responses, especially when it comes to cultural representation, inclusivity, and knowledge diversity. Below is a comprehensive guide that merges key insights and solutions to address these challenges.
### **1. What Is AI Trained On?**
AI models like GPT-4 are trained on vast datasets composed of publicly available text, including:
- **Books:** Digitized works, often skewed toward Western literature and academic sources.
- **Websites:** Publicly accessible content, such as blogs, forums, Wikipedia, and news articles.
- **Research Papers:** Scientific and academic publications, predominantly in English.
- **Code Repositories:** For models trained on programming languages.
- **Other Written Texts:** Social media posts, government documents, and more.
**Key Limitations in Training Data:**
- **Cultural Bias:** Training data is disproportionately drawn from literate, digital cultures, leaving oral traditions, indigenous knowledge, and non-written forms of human expression largely absent.
- **Language Bias:** Models are heavily trained on English and other widely spoken languages, underrepresenting minority languages and dialects.
- **Temporal Bias:** Training data is often outdated, capturing knowledge up to a certain point but missing recent developments.
### **2. What Context Is Missing?**
AI models inherently miss contexts that are not written down or digitized, including:
- **Oral Traditions:** Stories, histories, and knowledge passed down verbally in indigenous or non-literate cultures.
- **Experiential Knowledge:** Insights gained through lived experience, intuition, or non-verbal communication.
- **Ephemeral Knowledge:** Information that exists in transient forms, such as rituals, performances, or conversations.
- **Non-Western Perspectives:** Many non-Western philosophies and traditions are underrepresented due to the dominance of Western sources in training data.
**Why This Matters:**
- **Incomplete Worldview:** AI often reflects dominant cultural narratives while ignoring marginalized ones.
- **Bias Reinforcement:** Missing contexts perpetuate stereotypes or systemic biases present in the training data.
- **Trust Issues:** Users may overestimate the completeness of AI responses, unaware of what is missing.
### **3. Addressing Oral, Experiential, and Ephemeral Knowledge**
**Challenges:**
- Oral traditions are rarely digitized, and even when they are, they may not be in a format suitable for AI training.
- Experiential knowledge (e.g., intuition, lived experiences) and non-verbal communication are inherently difficult to codify into text.
- Ephemeral knowledge, like rituals or performances, is often undocumented or poorly represented.
**Solutions:**
- **Expand Training Data:**
- Collaborate with anthropologists, linguists, and cultural historians to document oral traditions and ephemeral knowledge.
- Incorporate multimedia data (e.g., videos of rituals, audio recordings of oral histories) into multimodal models.
- **Fine-Tune for Specific Cultures:**
- Partner with local communities to create culturally specific datasets, such as indigenous oral histories or Vedic scriptures.
- **Adopt Multimodal Approaches:**
- Use models like GPT-4 Vision, which can process text alongside images or videos, to better capture experiential and ephemeral knowledge.
---
## **The Path Forward: Illuminating All Sides**
To build AI systems that better represent oral traditions, experiential knowledge, and non-Western perspectives:
- **Digitize and Preserve Oral Traditions:**
- Work with communities to document oral histories in text, audio, or video formats.
- Ensure datasets are ethically sourced and used.
- **Focus on Multimodal Models:**
- Train AI to understand and process non-textual data, such as gestures, rituals, or performances.
- **Promote Inclusivity in AI Development:**
- Involve diverse voices in the development process, from dataset curation to model evaluation.
- **Invest in Open-Source Initiatives:**
- Support smaller companies and projects that focus on minority languages and cultures.
- **Educate Users:**
- Teach users to critically evaluate AI responses and recognize the limitations of current models.
---
## **Conclusion**
AI systems, while powerful, are inherently incomplete and biased. To address these limitations:
- Expand training datasets to include oral, experiential, and non-Western knowledge.
- Collaborate with local experts, NGOs, and communities to ensure accurate representation.
- Invest in regional and open-source AI initiatives to fill critical gaps left by global players.
> To create AI systems that truly reflect the multidimensional nature of truth, we must recognize the limitations of current models and actively work to address them. This isn’t just about representation—it’s about understanding the full scope of what is possible when all voices, all histories, and all perspectives are included.
In the words of Plato’s *Allegory of the Cave*, we must step beyond the shadows and into the light. By doing so, we can build AI systems that not only answer questions but also inspire us to see the world—and each other—more clearly.
By addressing these issues, we can create AI systems that are more inclusive, representative, and effective at capturing the diversity of human knowledge. | r/aiethics | comment | r/AIethics | 2025-03-31 | Z0FBQUFBQm9GN3JHMkNPMnBQR2V4NkJuOXN4aEE1YzB0QjRBMW50QnBpSEtYVkpLNnF6U3p3R1RreFRHSlJnb1ZrTFR5Q1VQZVZMSnhkZHFPZVZUNm9sV296b21jbzYzOGc9PQ== | Z0FBQUFBQm9GN3JHcS01R3I3dmthZ3lfYzhaaEUtT2w5Um1MSFhZU3RMUm9JOEYyNDZKa2s2SVZacVJUZzRIeU1fRzBNU0E3RHJTdlBneThzRFRVLVY4c3IwV09LRlpjLTdHM2drbUZRYWg3ZThUek9acWgxMGxIN2Y2eHZrbFRwVTU3N1VLWlExUDg0cUh2RC0zdUVZekRtN2ROQnNIeEhPekVudDVQMTl2eEFuQnhBLUlubkpKYW93NHgwc092VUtfVlhKWVRrVEtw |
Very interesting! I’m looking for a Reddit community where discussions like this are held—whether it’s about AI, relationships, or workplace dynamics (particularly in the context of **Golden Age Leadership**). I recently asked AI to explain what I found at the link below, but I’d love to join a community on Reddit that focuses on topics like this. Does anyone have recommendations for relevant subreddits? [https://www.reddit.com/r/AIethics/comments/18n1stq/comment/mkmqrcq/?utm\_source=share&utm\_medium=web3x&utm\_name=web3xcss&utm\_term=1&utm\_content=share\_button](https://www.reddit.com/r/AIethics/comments/18n1stq/comment/mkmqrcq/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button) | r/aiethics | comment | r/AIethics | 2025-03-31 | Z0FBQUFBQm9GN3JHMW80ZFlfRnB5VHBtanllY1owUXJSVE41MHl5MmdVTXVsZ1pRd1RhSWhGV3BLMHVNejc5TjdmN3c5eExoME41TUFQRkNiMFdSblFvRjdqdGdlQ1BqZ3c9PQ== | Z0FBQUFBQm9GN3JHdVRaVG1nNnVRYlNoM0pwY3NscWhvdW5LZlJ2WWpEb1ZRS3AzdTU0RE9aZWRkZm1xTV9FelpoTkFYUVdjQnlnSGdtTkhWYlNSUGlKOEFfanQ5dE1NS3hqU1NjbV9QR3NIZnZ1NjVabFVlS0VmNE8wNFZOQlRoUHZNT1JQWDBLelhXWUFQVGVLYXdfNEVUNGFaNElHZUNmQTdlOGp2SHFhY0MwejVWOS0ySW51cnhiSlpER2JZQUVhNWl4WUlYblNC |
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**Please follow the format stated above, your case cannot be escalated if you do not follow this process and your comment may be removed. Following the format helps us classify and identify the issues, escalate them to our relevant departments and get everyone’s problems resolved.** ***Spamming the feed is unfair to other users and will result in a ban.*** | r/binance | post | r/binance | 2025-03-31 | Z0FBQUFBQm9GN3JHZjc3cHNHT0piTkluRmZPX3dMNGJoZGp0bng5bjB5d09CZTUyeGpadGNHakUtUGtTVURwMjdMNHBVSUM0eWxyR2JKVjZPTUJQZEE4VFVLN1g4eVlWM2c9PQ== | Z0FBQUFBQm9GN3JHU0RWSXl4NzhXS2t6WDFIQ1k2aExaTTEwRGlONVJxWEF6cFRqUGhPMHBlWVIxb2xaZGVyQzRqWkQ4cFMtT0dncWEtMUpfRDRxVGsyODZ4UmdnVEQ3bHM0QTY3UnVwa3hFMXI5bldDSWtkcXAzNlljMW1fUFM0bU9IOVpXbGdvNm8xWXVjM1R4VGZRaGw5a0xLQ1gwZ25LQ0FFeGx5TnBzZnZQTkl2R3N2THhNPQ== |
Original youtube video was called "Germany's Invasion of France" but has already been deleted years ago. [https://www.youtube.com/watch?v=ParHJmq2aCs](https://www.youtube.com/watch?v=ParHJmq2aCs)
However i could retrive it from the Waybackmachine... :-) | r/bitcoincash | post | r/Bitcoincash | 2025-03-31 | Z0FBQUFBQm9GN3JHLVZZRUl0N08tc1g0UjZmSGRILTZPQTVIMXdFUG9oYzQwQ2pQWmtZOE9rdklHY1lOMlJaako1QldydFNJV1RZZXZIUEJmSm5wSWg4ZDVOZVRrRnB6b3c9PQ== | Z0FBQUFBQm9GN3JHM0NRY2JZQXJ6RmJsQ28wbHlzdnhKMXdqVGoxLWN6ZTBLUWJzQzBYdUtvd2dkSEs5NnZDTzVnWkRTTW5QVHBDR0otWGp0djVlTjIta01Bd0xpVVBnX2EyOXFMc19QRkw3NDJiclZveVZQeU5weVo5WmN4QlFNWE5BYTdkakdhRG5WeTB4eEw4LWFaWHpHWThEVWlmTFdhWTVvSnZOTXczWUhqaDF1MkFMZ0Y0dEVSa2FlZEo5M1p5UUo2UjBwLVE5dnlPUTZjSTRMOHRPT1pxOEFoOWhydz09 |
https://youtu.be/YZdEeREdgfM?si=Tv5rvXOhLDxmaq7t
https://x.com/filliquid/status/1906859051876495473?s=46
| r/filecoin | post | r/filecoin | 2025-04-01 | Z0FBQUFBQm9GN3JHOWtBWGtEWlNEMFB0aTlXS0g5Z2FzaWlxMS1HVy1PR0VTV3lkV0FBWWN1WG5NWTBZRnl2Yi1MZTNKLWxwR1RsNW92OTVqTFZDQXdsMGNINjR6WHlMM2c9PQ== | Z0FBQUFBQm9GN3JHNHBtQnRqQ2VZYXJIZG1ldHprNG9FRVBReFNwOFJiN0xOZDVZcXpyal9wZkxTTGZubHFDdE15eVJPX3NadHFnOERkMm1vMnZQU1JKVFhoOEhPaFgtRlBUeWVMT2lEX1VZMHloVnAwT0NZWjZsMk1uLXM3bnQyWG9hLTVnSG1uZWQ2cUliWDVQbE5JRDBXYzBJUVRXbmFISF84aFZjclRSQ0RmZ0NLa2Z0T1ZSNllPZm45VDZpbktRWWtyV0VRck1jVGFqQVdzaElYRlZwdlR0dVYwNFdWdz09 |
aprilfools | r/filecoin | comment | r/filecoin | 2025-04-01 | Z0FBQUFBQm9GN3JHWnZuRFhmN1luTVYzellZWlJ0dE1CSUh0YWZvX0V2RHZMMXhNNXdsajVBR1Axd3dKX3FVeWV5aXBMOVJCcVNkOHRrbGc1VnJBM3p5RF9TR0pCUzAtanc9PQ== | Z0FBQUFBQm9GN3JHREVra2hLYjY2c3FQUzZleVJQb2p2Sk54NkpKMXlXaXlGbnQ4ckY2dER1c3M1WjV3TWNVbXJfNEVpOENGUEhOSUk2T05wV0JBLWQ2NkxMVTdTWUVyS2lRZXY1NUNuaWZlaUVkeFRPWE1fODFhejNhdmlsaDZXQVFid0pnSUdWSXFVWVMtMVR6cnZQeUNkZmx6eU1CNU5oY2ZSVjA2azJUNEdTNkRVRFNaUGtjWHF5YXhSMHE1QkhOT2p3UnRQUkdqOFlDblBFR2o4THJpZ0VZNEhpYUtuUT09 |
Added $1500 in coins for March. Still an average of $23.90. I'd love to get my average down to $20. Good luck to you. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-01 | Z0FBQUFBQm9GN3JHV1IwTDh4N2h2X0NUR25BQTJMY0tra2k0Q3RGbnhpZHhMVzZsVzlyS3dIczg3X3I1X2pqWFNBNEtzYVAyZk9aVGJKY2pBamUzTHdtRU8wSFU1VXE1cnc9PQ== | Z0FBQUFBQm9GN3JHZl9KMW9DNk1GeUxKdHZVemV1SDh6c2JjZkJQMUVjVEtWR2R6STQxeWlRRWdsTDJ4blJlZkRzSjJBSW5ya3h5aTJaWjVxRGEyUFFiYXFaeHFXUVItNEdEZzhGNjNkNms2bnJzQUp5WkRZZUZFNVFjYnF5dWQ0WEh6Zy1Jb3pSUDJMRVFCOFZxQ0lkblRXdGhkcUNYTVZ0bGVYSkRDLXFuMlIzZWtxMmVvYUhxRXBXcGlsUmZYQ05zSS02d3RCN2hnNWN6VUR5MW96UDhFNy1lSkZEUUtmbnJvN2Jienhsb0cxYk9NYUdDYUt0ND0= |
It loves $16 let’s see if it can recover sigh | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-02 | Z0FBQUFBQm9GN3JHbW5JSmp5My1aTFBvVFdiS2p6MXhRMDhmZ0s2UjhaYTMtUWZ2QkVlMFBGWEN6YWIxa2Q2d2pPRWxfVllIWFdSd2RaZnNiVFV5YTZDcldfcUxOUzhOaGc9PQ== | Z0FBQUFBQm9GN3JHYWZZWVViUlJ5VWlIaU14WlBidUlwejZpTzVmZ2tEOXhCTkJkZWhpUVpidFhTX0Rsc185RjBhUlAtTHhjZnUwYWMxU0pnTWNCdGpaemliUGc5aWhaNFdPRTdQN3FPSFN3OTQ4d2ZsZ0VKNWlVSDNOdE55bjJlaTYyVDBXWjZkNnl5Z2RVaHp3aUNJYUF5OUowcXRVazQ3U0RKVzJEYXRhUlFIc0U0cnRTcUFQTkdzeU5vb21MTXZiN3VxY1hyQmVSZWF0VU1QUE1uLVFsRHlDMzZZTHBycFNnaFFaUjduVk5sdTU1ZkhWTDdacz0= |
This account needs more than 15 karma to post
*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/EthereumClassic) if you have any questions or concerns.* | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-03 | Z0FBQUFBQm9GN3JHaW5xWmh0RUptSkpCUWtJZmhRZzdvYkM3cEMtMXNtVVpleHJSaXVMTWV5U3hzNVFHcjM4N0toZllfVGZMT1JGNmlTbE4xdWo2dnhWS2U0c1lxRmc1dkE9PQ== | Z0FBQUFBQm9GN3JHTXllQTZfOEp3S1VXLVFTV2NhaHRNOTAxMWtwVmxKU3lXdkJGRGFGblNLLUw1ZHBUcGhUV0xpZGxYZ2I0TkpuOGlka1hwZVFQQjk1R01ob3RLU2J0RXVxTHdoMl9pTDhnVDZxeXc2dkpIOEQ1MTF5Qm5faUxqdVVVTjhka2pVTjQtVk93d2FQVFpiREF3SDZoMFJIOEFKdjEweVZRZHY4Q04yUFFNYVVPUkZ2WnpVMS05cjJFYndVWE5FRXVXaXBEN245cE54b3dMMmpKWnk1N1NCWllURlBDYk5zR3BWTTFCZzBjM2lGelhUWT0= |
Ok we're not far away is it time to buy etc before it hits $50-100? Aud | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-03 | Z0FBQUFBQm9GN3JHTU9RdGR4dEpEb01fOHhlekdSdkltT0RmM1k3SDk1b2RwSDVQRnpDTUlIeDdITVpLQ2V1RW9SOWI0b1hMcWU0VHMxRmNOY08wTm5tMEFQZnlqRkY3Wk5JXzNpRWVoRFFMb2I4bWNjTEJTdG89 | Z0FBQUFBQm9GN3JHWmpaV2NHTDY5Y3pZcnRQVlZ5dUxQNkQ2RVFub1NKejNPeU5LTUhzSjNXMmN2emFuVzg1SFFiQ2M0QVZlQWc1QUdYTlFZNXAwMHl3ODAxMVNuckx4ZXp1UlVIaE40UUplMWlneFJzdzhUU3NGREVNUHRkWnNzN3MtZ0M2X2NaelR2eDJvY056VHVLOGcwTUh1aGhKM3Z5el95ZVNlcVpWNS1tdDkzQ0RXTVhRU1U2c29neDRTRW9HalB0SGExMk9vSFF0bkJPYnFzVDhPUHEyTEpPVUZTa01IcHdqajRyMFQ1MEhCNkZvaVNwUT0= |
We wanted to combine education + adoption among regular people with a way for people who want to earn BCH, to do so and it was key that we made it as easy to set up and as decentralised as possible.
Check out the video on how it works and how to get your referral link and give it a go!
https://bitcoincashgloballotto.com | r/bitcoincash | post | r/Bitcoincash | 2025-04-03 | Z0FBQUFBQm9GN3JHNFhqa1pxTXlkNUVKdlZqUWxfMThPcVJ3SjNFdjkyMHQ4MzJrRERPU3NycDBDWkRKS0t5MW9IdmcyOGVDMkZ4NGlpRks4YkJLVUk5MDgyWi1BdzFwd2c9PQ== | Z0FBQUFBQm9GN3JHczVyQk9JSUlqWGFFdjFNYjd3ZmFKWjNBQ2Jyei1jVlpkMDVLZ2Z4ZXhnUHZ0LUZLamF2RzQzVGYzaE53ck9rd1RINjJEc2JGLXhIa1gzSDhyQzBZNmhXeTRjVkdGTmxzcGtxM3oyRl8zQTd6djBaa3BSWkFUNVRoMlc4Qi0wa3RtZWxzUzdvR1pQTVV1YUQ4alBlbk9UeFdoNVJEX0pHMnIweW1BbERVOEQ2SGw4Q1l4UXNTR1E0ZUxsMkxKQ2p0cDRXaXNsbEhwVUVXb3pyeEV0ZnhtUT09 |
I just hit my goal of 2k in filecoin with an avg of 3.69. Long term targets await and looking to add more, next goal 3k and keep going to 5k) before they hit. How many do you guys have and what's your avg cost? | r/filecoin | post | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHUWpGd0lHN1QyWTZZdUdoUGxURXpGY1FKVEpNeG14bUNwbElsMF9iQl81TEtuODFZdnRlSDJsMnJkWnNyUTdXMXBkUUp4Ukc3OEVQVWt3STRDUi13RXc9PQ== | Z0FBQUFBQm9GN3JHM0w2QzZYWmdyNlh5a05lWG9MTFJITno1c0FVdlRkQ29CQ1dsOVl4cTMtS0VsQ2R3a2VpbWFsX0Exb3ltYU01UkxoLXNqdkxvemd0aUdrNFU3WmMyM1E3RjktVXZjTEVnM0d5TXVkSlB5WEFjWHFCTlc5OUl0V1VJUlJOd0RaVVpidnRHSU1pZmlvX3FWUjBRNFFJcHZIUzJ2aU01R2Z6MVNEQlNkSWthY0JwTWtqVWZGMHZOMXdDTVNJV09EQkJ5 |
Just hit my goal of 2k and had to come back to the post for the update. My targets are still long term for the first stop at around 800. Going to keep adding and hodling until the chart tells me other wise technically. Look forward to seeing the post and others who hodl until lambo. | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHN3VTN0FCUk1uZlE1ckphTUo2RXdiNm9fdVVSQ2JzWDJUWTdEVVo0Zi02bUVSMmJvSV8zbzdrN1ZvdVlYd2Y0S0J3V0p1TjMyam1IbXR2YjlwV0wxbEE9PQ== | Z0FBQUFBQm9GN3JHTWJUdnVSVUVwbkhvaFI4WjdOWV9LSUtJLWdfMTByck1DdWhpSlFrZXFUOHZKVXY1akxVWUZjNzIwa0NkYW4tR1BvOGhaSHFMY01WWlpyVjNTSkRteTd3T18zZEZQTmd6aUZZNjNvbjBFVFBfUExEcll5TUJwdDd4UUJtN0hWMlJGQVd2ejJscjcxZ2JLZXZkWjZHTGFhQzVYYVlXY2ZTSHlHTk1XTm1odkRNPQ== |
3.62 average and dca’ing with the same plan as you just holding long term only have 500 but just slowly adding when it’s low like it is | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHemZtbWFvV1VXZkRHc2ZBTnFuQlJCZnFqMFJwQXRNWjNVVUJ3cldxYnN5eEJVRFQ2MXVaeWhrbFItN0kxWlczYWVPUEJGUlQ1d01Qd2pVdEdCWk9FVTVhczdHbzk4eFFqVzBvOTlsc0xtazQ9 | Z0FBQUFBQm9GN3JHbU5FVF9sNVZpenZQTkxucFdQQ3pkQTdlRHRQTWlKcWxjOHU3aWVia09HQjBDWTJoOVI1Vi10Snktb1ctemVfbzZneUVmZXZRMEFoaXdxVmROWFVSeUtsbmRkTGFsdXdkZEhfSEMyM3pJSnZnOU5xYUNHMDB2SUU3NjlyLUotWVFZc205U09Mb1VPbUJrY3lFNWF4NXdTbnNoeldXRjlrN3FLelVmUDJtUFBZS01PQldTZEFrWk9HUEpHM0VDYkFN |
Keep going! Technicals are telling me this is a really good time to buy before it's bull run up | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHMjN1Tzg4eXNlS0otTWYxSlhOWmtubDhRUUxlTVU3NFJSVWIzY1hCWWlVV0dIOHpYR2RKQjFUbGVncmFIZTZSLWhtWDBGYmRNT21NSzVEbUtJWV9yT0E9PQ== | Z0FBQUFBQm9GN3JHb2tJTG1FdHEtV1h6cjFWM0FwQkRzTGZPMWx4bzlUQzFUV2laeGNmbjF3d2tuZTVkeWJYMUFobWxfNW5DWlk3dWpmdVJTYzM2NEZVWFM2TlNwNU1qWFgxeVJUQXlBeDRHRmhPY0VzX1NJc3dFTmVxUUlyUEltSjBBOGl2MGl5SWVXSURYQXA0MC1YUjZiYWVjdmk3bjItSlhuY0ZCcW55TkxrMGhkY2JoSjdjQzRUeG1kMnNKbVpDa0VFeW5OR1dE |
Still buying. Filecoin is a great narrative for whole crypto market and it goes well with any ecosystem. | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHclRKRXdkNGtvRGE0SzE1X1hfNEhMaThySjVkYjRIbzI4U3RPNXNMR3BCd3hoNE5wUkJHSlJQMnVlOC1JV1F4VGVibXE2Z2p4eVd4V1BoSldmSFpURENhcG40SlVzTzI3WWVoMi1JazBpREk9 | Z0FBQUFBQm9GN3JHdEZZY091THRjZVM3Z1g3OE5vRWtFbFNCWDZ2ZHlEaklwMEgyZDUxd1lrc2xsT2MzekpDdkllVzRhNk5LQzd2enM0SzhlYWcyV042U0JuVHZjZ3Z6M0VjelQ4ZVc1WTVjdHVMREhybVJWSW02T1RqZ29XcTRzY2RFTlE2cWhDU2xyU1F3ZW5oN3RjVVdiZUoyS2tqYkJPQmRPdVpVRGZ0RGg3YjdibnRYMnZxcGlGRDlOWHlER3Y4VHZiYWJzdWhR |
I agree. So much utilization with decentralized storage from some big entities and now a stablecoin based filecoin is even more evidence of overall acceptance. Keep going and let me know how many coins you have and your goals so we can check back in to see if we hitting them! | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHRUJERkJhOHA0cmUzUHpjZXU4M1BxbUFEclE2bXg3ZGFVQlJua1JYNVRKeXhQcVM5WGYwWXRqSTNzd1pfZS1yLXlmaWpBMjQtUkhMY2xlWEg3SENjQ0E9PQ== | Z0FBQUFBQm9GN3JHUzFqSGFiTWJ1V1ZodlJRSW0tb3BBd2l5SlpsN3NDVm1qTnJNeEpWdmc1N3NzaC1ORktkc25laENtYnJiSnhDTVFfNm9BMEpPY2VMRVVkODBPYXJBUXB5QXAzVGJudXIwR1VKZkt4bDdCTFhMYzdZM0NoZXBhMjdQeG5nbjY4aXVXeVp4YWxDMnIyeDZxMTBvNjhuZmZQdFh1RUhTVWZUV1RWdEhMeFVfR1R0eEZMUTdSVVNrMVNYUEpoY1VReFNL |
I agree short term my goal is around 5, retest and then breakout to 10-12 range. It’s been holding pretty well around the 2.5-3 range so good accumulation here | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHTzVyb1p6NWc5MHpqX3R3XzczOVJ6aU9OQ2kzcjNiZ1lzUDM3UHI2M3A4UGcwT25hRmhOcWxfMmZWWkx2RGtsWVVFV3g5T0xKaUhPSnY0cGxLRzRlcHZWMHo5THBoR3A1QVZNc21ieUxEbHM9 | Z0FBQUFBQm9GN3JHa3hOdngzSWJKVVBmbVNBNXROLWZ4d0g4dWMxcHNuMkN5cXFlSHNkem9ZaGMtdGJlaW9ITDJpSEdaNENVM1NQYjlSTWp4alEzTjNaY0lDU28xWWxkS3NYQ2h4UjQ3cVUweHFWdF9wdTV4TXVaVkc4NzB3U0xoQ1F1ZGF1VVVpeV96cnBFOEdrQ1hqRllWUXA5cVFDSnhTMm5GRlJMM0FvLUhGX2hCR09tTktfU0hrQWVaTkZwSkY3NGp3emRBVkU0 |
I have a goal to acquire 10k file but for this run I will have a target of 2500 coins. I have stacked 1k+ and have a strategy to dca till july. | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHdHVsWWVLTURacDdmbGxJbHBwV2Jtam1QeENuMFNTZFNqMWZLel8tT2F6TUJlWDNCXzlVSjlxX2dtRVFoY2RNd092V0dIRlRLbURCRDVQa3M3aXFZc0pTLUoxemdweGNQQ2pvMnJTc3NBaEE9 | Z0FBQUFBQm9GN3JHeVN6QXJnSHZoOGdRT1ZVY3hpaGNzOFhKeEJtczdHMi1aZklaMjlKMGVzdkdFNU50QklZRlZWVFRyTlEwRGhoWEtVZmdhakhyenN2N0ZVWlZzWlNsd3VocnQtSlNXMzBYb2tYeVVzUzRXNHBHRWRVZDlvRDdQLUhPUThyblFoc1FfU3RkNHhfQzVzMXlya29UaDdCQkQ1bjRpTlBiTG9lZGpSMnR2MmFhd2syb3B0SjE1dGVwdG04Z0YySm1ZWUNG |
Got you. I'm only looking at long term targets and I'm willing to wait for the first one. And yes I agree that as long as it continues to accumulate and stay Above that price, then it's another confirmation of a bull run | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHTEloMTVmNmVOQWFaZDUyS01RemdWUmU3cHpQSXJYME9keUtuNDUzZjJjTzFjRUlUQnNmOGxQTjRvaFNNRjZtaF9xTWg1aDNSMTJOZ3JZdmVaQS1IUEE9PQ== | Z0FBQUFBQm9GN3JHMDZ0cHE3b0dYZy1QY1RVQU4xUXE5WWtNZGViTDVrdFdEMzVENl9OYTF6azA3dzlkbUpSVjZwMlFRajcwU2dnTkR0c0tCYXlMMFl5dGhFNFNoVEVSNmlIbXR0VktKTlBCUlUxTDQ0VWozQlR0Z1RzVzNhRTdxMUJrbWotSm5RMXRSc1ltSE1HbmhMOHAtYTJNM1FzUndsZFZUYmMxOWdZWHF2R0ZTSUNNVVdCTDhnb0ZmYkh2bXJKSjdkNFpxaVVr |
Great! Keep buying and hodl | r/filecoin | comment | r/filecoin | 2025-04-03 | Z0FBQUFBQm9GN3JHWDlLakhkajd3LWlZRDZmS1Q1LUZWeFV3al84bVRyLThUcmhZSmdpOEJENGx3dlBSTVQtTHVwMmNIaHBCUEM0TDdoTnNtdzVFdlV0NktqMTBFc25tRHc9PQ== | Z0FBQUFBQm9GN3JHMHc5Wkp2cXhOS2JacVd0dkRqTG05LWwyVTREZUJ6c1RjVGZYY3pzRGNzcldtMHZvZm5SMWRRTHBvWEtaTGtXdEhvS3JnNGNDVHRFZGoteFQ1V0ZVWkpJSEs1MERTRWxwVVJqc3NpR2xndFhFZHNFdVlDWGd6MENyU1pIWG9LNWduaTNTYmxhUTFFLXhGWFBKRWx1Y1lPQlV3R3BLNnJrTEgyYVhGR3FBUHdMVzhpRXJZdlhFbG5uQzNWcGUwanBG |
Nice !! | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-04 | Z0FBQUFBQm9GN3JHYV9ieFFUMFh1bXV4c0poaHhLb1Qyd0pTRF90am9wRjlkcWV1TEZibEp2ajdTeVFpbFR6ZzVZRlpoREhSVFBKSDk4NURtZ0FFWDN5ZlV6ZXZ3TFBEZkE9PQ== | Z0FBQUFBQm9GN3JHZmRUeVZjVWlJaThyX0FuM0loMnBkTTJLeUc3cmxHa1Jhc1VOdFZwY2tNZkpHMzFib1Z5djhWckVQSU5ZMHNyeW5DNFMzV3BISmh1aHlfTXdZYkhNTDJKSWlpVmJ6NFU0Q2ZFc0I0ejc0OW50MWRFSTI5MHBCaEhkZHNBMV82MWVZbnh1cnFja3h5b1VteTlwbWxlMi1Eei1zUWZ2NGRZckp4dVA5eU4zcVVETU9xQWo2dDd5azZxd2ZvQlRvcG9IX3JiZzRaenpjZWNHZS16eVhyVC1ZTHpROXhFc1piMXVHZVNmUmRoS2hEcz0= |
I won't buy anymore
5.12 average and dca
I'll just hold FIL until its price goes up
The more I buy, the lower it goes
I think if the coin was valuable, it shouldn't have dropped so much
# | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHZ3o3VlFvNGRFYXJmTUpaZnNuRkVTVlZVYWxrNHhhdGlWaEZIUU9GWFkycHZENzViVnJ4Sl9QWTlxTkZIS3AwTWtTRWl1NjFmYXVjREFJbmRuSWdhb1E9PQ== | Z0FBQUFBQm9GN3JHSDRPRzkxZWhKa1doamdFUFJBTXZnSUV3UHJZZ2M0YW1sd3BmaGFINUdkRHZUTFdkZ01HZE01cWVEZUhNandmQVR0Y2xBdFlOZFdqMDBfcGtGMXdVYmJ5QXVPZGR3Smt5LTV3MlJfR1pNaGdkZjQ3UnduUi16NE43aHo2SGRoeWswQXJtVGYyZUZHenJhU2hDOFJTMHdnNE8ya2xFbmFrNHBrUUdUTW54aTRRSWt0MlBlSnlKRW1iMG9ZNFhuVWdu |
nope | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHd0Q1d2h6c1FXa0lVR2k3TmNudWpBamdieVV2blpCS2oyMXN3dFlTVDhJQ1ZHeHdPUVlrVTZtanZIcGtBM3liNkhyTE04YlZuckl4MmFFUGFGNTZiSXc9PQ== | Z0FBQUFBQm9GN3JHMUgzQzBuUnl5R0kwUEFSNDRFOFhEX0pWX1hQcG9hRjlKaGpEeEJraExUSlZNZHJkNnFhNVV5S3JVZFZNUDJtektuU2xuUlAyQ2VXX0V4MGotSDhubmc5UWxmRUxXU2RndWZ3QzhNa19nMVNjd3IyY3FjaUtWZ202YXJkTFE5WjlMaHVLdWh4UERYZ0hCRHpzek1rU3pDMW1GVG5ZeVJ5TXh4YXlleHpIYlR6cTBMVzA5LVRHY2pGSUZzcTJkMFJa |
Hello everyone,
I'm excited to announce the complete version (v1.0) of the Kabus Monero Marketplace script. I've been developing this script from scratch for almost 10 months. 4 months ago, I announced the first working release on Reddit with this post: https://www.reddit.com/r/Monero/comments/1hzs0q5/introducing\_kabus\_script\_an\_open\_source/. Since then, I've improved the script in many ways, added tons of features, and most importantly I finished the walletless escrow mechanism. A lot of people helped me during these 4 months, so thanks to all of you.
\+ What is Kabus?
Kabus is a plug-and-play marketplace script built on top of Laravel 11. You can use it as a base for your Monero marketplace or as it is. It includes all the general Monero marketplace features you might find online. Everything is included, and all payments/refunds are made with Monero. It is free and open-source. Just use and spread it!
\+ But why exactly?
I wanted to contribute to the Monero ecosystem by providing a foundation for building privacy focused marketplaces. I want to see Monero rise, thrive, and be more widely used.
\+ What's next?
I will continue to update Kabus by adding new features monthly, and I will keep improving security and the UI, though not as frequently. I've set new milestones for myself without strict deadlines, and I'll try to implement them in my free time.
I would love to hear your feedback on new features. I will note down your suggestions, but there are already many feature requests, so it might take some time to address them.
Before using it for commercial purposes, remember that Kabus is not battle-tested yet. There might be vulnerabilities that I'm not aware of, so please audit the code yourself and notify me if you find any issues.
If you find Kabus interesting, don't forget to drop a ⭐ on GitHub (https://github.com/sukunetsiz/kabus) and consider donating Monero to my address on GitHub :)
You can contact me via email or Session if you need further help or want to discuss paid collaborations. | r/monero | post | r/Monero | 2025-04-04 | Z0FBQUFBQm9GN3JHSVVKVEd4VFZ0SkNic1I2VlJHVmFMdjg1ZF94VVEzQ2lEOXBEcnhWeUl6NERydU1fMmpsZm9yZGFRS2c3RmRscmtCUGZyVnA5eklfbFpKUW9EWDV6UGc9PQ== | Z0FBQUFBQm9GN3JHdko2dFN3RTB6dklHb0E4cGVkTlNKVWpaZGpyZW0xQnJmODRWY0VReE04RU1ORzAxaXVQc2p0b0htM3hTeW95cFZiM1J1bXhZSmFjMmNYT0dKTk1JRXRTTEZVOHdUU2otUm1uUVpxX1FKZjJCcDJ6OTJwcVlNdERfUU9uUmk5emdYQ1EzUWVOTVF1Nm1VdXhqdlIzSTQxQmQ0N2lPRDJsM0k0ZFRzVHNXVTRXRHlhQXVsLWgxbWNCWnVkaWt0ZmZySnR6WFJkRjRTNFBSdEhPRmh5OEs2UT09 |
Given the tariff announcements yesterday and the biggest stock market drop since 2020, how is bitcoin still holding at $83k???
Thoughts? I presume it was already priced in?
Very bullish sign imo | r/bitcoin | post | r/Bitcoin | 2025-04-04 | Z0FBQUFBQm9GN3JHdnpZcWwzam5EeVVyNjR2Qnk3NF9YZnZsTXBZQXlwZW5HbG5aNjd6ZDVFSEt1WklFano2TlF5enUxcmNrRkN3WDdvYzhyR2ZQWWE4YUZiTG1WRUx0eVE9PQ== | Z0FBQUFBQm9GN3JHRzlUdUNVZmxZbUZuZmQ5MnJONENZMnE5WUk3VjF4NDloblBRMlE0VVpDRU9UN3dpOVN2TFViVHNQQkJjdmNGaHNKcGstUGl4SmVPZ05JMTZNWjlSZndLNmZKNzl2MnBDQVh1N1ljUW5OM1cxNnp1NjBndy1majlVWF9VcHcyUzNVeEdSOWtjSDFkUEZDZDZmN0Y5dE56aEtJck5HbXA5VzBvTXJnaGhOcmNjQjhMcE0xSV82ZzhLZ1hCNkJsVUE3 |
>Chain-of-thought (CoT) offers a potential boon for AI safety as it allows monitoring a model’s CoT to try to understand its intentions and reasoning processes. However, the effectiveness of such monitoring hinges on CoTs faithfully representing models’ actual reasoning processes. We evaluate CoT faithfulness of state-of-the-art reasoning models across 6 reasoning hints presented in the prompts and find: (1) for most settings and models tested, CoTs reveal their usage of hints in at least 1% of examples where they use the hint, but the reveal rate is often below 20%, (2) outcome-based reinforcement learning initially improves faithfulness but plateaus without saturating, and (3) when reinforcement learning increases how frequently hints are used (reward hacking), the propensity to verbalize them does not increase, even without training against a CoT monitor. These results suggest that CoT mon itoring is a promising way of noticing undesired behaviors during training and evaluations, but that it is not sufficient to rule them out. They also suggest that in settings like ours where CoT reasoning is not necessary, test-time monitoring of CoTs is unlikely to reliably catch rare and catastrophic unexpected behaviors.
Another paper about AI alignment from anthropic (has a pdf version this time around) that seems to point out how "reasoning models" that use CoT seem to lie to users. Very interesting paper.
Paper link: [reasoning\_models\_paper.pdf](https://assets.anthropic.com/m/71876fabef0f0ed4/original/reasoning_models_paper.pdf) | r/machinelearning | post | r/MachineLearning | 2025-04-04 | Z0FBQUFBQm9GN3JHWmFydkdFcW5tY1R6NGwzQ0R2QklpR0dzZ3FVc0NMZFdtREZtZjVUVE5abERNcDl1RG5Td0ZfOFRzYjZERVFpWW80ZTh0ZjVobmVIU0ZxSFNtN2hlOEE9PQ== | Z0FBQUFBQm9GN3JHTU02dG1GRFJQY0xCUDNyRDVuWDVGMThxc0gzYi1KbkdTQ2NZcW1DbVdka3RRYnZ6YjlzLUFzRmtsOWVzVUc3WmFfeWdWUW9rLWNqMFNaRkhkcjJpTElRVFhkVm1VUnZFSk9lU0p0a1FmaFl4VjJhWHpKaVczN2xNZlVkSWNCY1JlLUQyZkE5MF92TmZLVEtreXg2S1ZYc01wQzNmWFRCNlpuRFk3TmRtOHhFaEd2VUxYU0lEenVyOUhZTERuVmxGdG5fRWhrcE5Zck93Snl0TGJWb0s2QT09 |
This is the weekly Monero market thread. This thread will be posted every Friday and is meant to help accelerate the adoption of Monero. Due to r/moneromarket having only a fraction of the subscribers of r/Monero, we have decided to create this thread to encourage more individuals to use Monero for product exchanges. Until the market matures, we recommend that the Monero community post their products both in this thread and on r/moneromarket (to ensure growth of that subreddit).
Selling items for Monero will boost your (and Monero's) reputation as a legitimate form of exchange of goods. This is necessary for the growth of Monero, our community, and privacy as a whole.
## Instructions
When you post your product or job listing here, please make sure to:
- Give a description of the item.
- Link to a photo of the item (if it's physical).
- Provide logistics information (such as, location and/or shipping availability).
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Spamming will not be tolerated. Please make sure that listings are legitimate and do not break rule 2."
Finally, credits to cdotsubo for starting the concept! | r/monero | post | r/Monero | 2025-04-04 | Z0FBQUFBQm9GN3JHcnd3YXhUX2NqVTBXYnRzazc1X21aSktmQnhZX2ZZYmNHMi1LZDNOUFhFYjhpTlh3MW1SX1JpaHd2QzlEMDlpQXpLUms3ckRaQ1JpZ2o2aFF6NXM4VGc9PQ== | Z0FBQUFBQm9GN3JHcm1KXzM2WkRVQmtXYWRnWlhpd1RjM3A2VTNwY0ZPNDdqWUVPRnRZRGlWVnFFYXlMTnVBeXgwWnJubmhWTG9MYlJLbE1obHBpOVNKNmNIWWRjd3RmMU9JSF93dEEzSDBYb3VxRnlpTUZVUnN6SDd1UkpTS25KRTZfZ2pHVGxZN1ljeG4wclFxYmxiOEF3UWJVVmJqdGFGUDZoaGtQZzQyaFZZMk82ajFHbzduLWJBUENKQm44TjV4M2VCcVZxdS1i |
Why would even someone buy filecoin is beyond my understanding do you know gus that the maximum supply is 10 times bigger then 3 years go??? You just wasting your money guys | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHdkptRF9ienc2YkVqVnRTUWE0Y1BjSmdiTkJSWFRZQjBCdWREMkpObXZ5V2c4VWdjbUFSdnBzOW5yUkl5UWt0Q0lrV0lrZ3J3MG1wcXFtMzAwWnB5Z0dibW9saHBBcDg5eU9JRmZaZFZnUVU9 | Z0FBQUFBQm9GN3JHdEJRMzRIMndQUm92aDBSczNBQzF1T3lLcjdHTXhyUmFwM1dVOUVDVkttOTA1dHpzV3JSdzdkbHRFc25BS01meWtHSldOOEdEVmdveE94amVadklCMWd5emdwRWNEVjRYdEFmenB4NE1JSGpSM1hINTB6TVpFTW50ZkNrWHVrRmlhWkNKaTVUVGtLQmR5bGxlTGg2Y1pjeGtxdUJ3RG5CbXBHWEhqR0dicndGSURwSUkxNDdBLTF0WWpnMEx3bm52 |
How many do you have now? And I understand up to a point with regards to value but considering how new crypto is and its use case hasn't been fully integrated and realized is the last threshold before we see it reflect in price. Hell bitcoin does not have any where close to the amount of use than filecoin but the value is high mainly because it's the first in my opinion. | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHQ0poN29vZFFJX3YybXJEOEVoaXdiZ2NkT2JoNnhTTGh0djJsS0tUa2J2Y3JBN0RPb0VEMDQ0c1pfY2t4T2NxMVEydjNvM2xxZllNLWU3V2dIeEtQdXc9PQ== | Z0FBQUFBQm9GN3JHZGlyZVE3XzhSOEhZRUVSRndUcktheS1hYlVzTkVNVVlSNXBxN0NPNDZBOGRlZS1SQjlScG8xYmptdEpmZllIODNRZDhwTWdCV2RaM29SdzlqclhyZlRzd1lvVUljdGE5UWVZVEJPVGVNb3VKN0ZrNU54M2h6ckZIQXQ3OUFXeVZsalF0WVJSLWFGc3JCUjZHRmpjT1R3dEdXZjhuX3luSTlQMG96ZlltTnNsaHctVWtTRFVzWmZaQmJ0U1U2TG5H |
I can get the lack of understanding based on your name but....lol... considering data needs are going to be greater with AI, I think filecoin is in a good position. But this is a long term play and we already have established catalysts developing to push crypto in general into the forefront. Not a waste of money yet to me | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHVnZKZF9xTER4dF9JT0FlWXU5Q2xBcTZxMVBIT3hPQzRMREZScS15MTNWbmVxbFJybTJSTGJ2Q0o2aDkybGt0Tlc5ckZjUXg4aTd6ZTA3YlVlRkxONXc9PQ== | Z0FBQUFBQm9GN3JHZkZpa1Z1b1NkUWRJcWJwOVVwZE9sWk4xOVZsZnRLMHA0aUsydE81SlA4a2xXV01SckQwR2w5RjNUdlV1eEt0Nm1kYVBvNE81LXh2RmFyX2NBR1pFdmJDNkxPbm5hNlZWY1drS1JHMU8wYWtGYWpoWk9hVWpHUHdfbWxZc1FWRUx4UUdlQU9KYnVWSGxVaVlhRnd3R0hfemlRMWtNdGNHcG4zdnBzRFRsVVhJQnRKdktWVXFkTThvWllWdkNUNEcw |
Hi all,
I'm working on a Flutter app that scans food products using OCR (Google ML Kit) to extract text from an image, recognizes the language and translate it to English. This works. The next challenge is however **structuring the extracted text** into meaningful parts, so for example:
* **Title**
* **Nutrition Facts**
* **Brand**
* **etc.**
The goal would be to extract those and automatically fill the form for a user.
Right now, I use **rule-based parsing (regex + keywords like "Calories")**, but it's unreliable for unstructured text and gives messy results. I really like the Google ML kit that is offline, so no internet and no subscriptions or calls to an external company. I thought of a few potential approaches for extracting this structured text:
1. **Pure regex/rule-based parsing** → Simple but fails with unstructured text. (so maybe not the best solution)
2. **Make my own model and train it to perform NER (Named Entity Recognition)** → One thing, I have never trained any model and am a noob in this AI / ML thing.
3. **External APIs** → Google Cloud NLP, [Wit.ai](http://Wit.ai), etc. (but this I really would prefer to avoid to save costs)
**Which method would you recommend?** I am sure I maybe miss some approach and would love to hear how you all tackle similar problems! I am willing to spend time btw into AI/ML but of course I'm looking to spend my time efficient.
Any reference or info is highly appreciated! | r/machinelearning | post | r/MachineLearning | 2025-04-04 | Z0FBQUFBQm9GN3JHcEJHZXFUb3dxajJERlhHOFF0NTJUNk1leWkzNWlvTEZnVUdyaEZFa2RSRU92SWN1MjhiTUhvNno2MXNQT1JoOEJmb3UwUEtmLU43Z1BLSkpnSDYtNXc9PQ== | Z0FBQUFBQm9GN3JHdmZWN1g2WUhyTVZWSXlXVGUyZFRPTEhmTVd5bUFBelhaZG4xUUJFaTdkY0FRaGRjV2o5ME9wWnZzQTU2aFluaDgtdjhnQ2hFXy1RcnNXTzBVNkdFWDZiQzJyMWdTYVRzR2JGSWQxaS1ONGExdm1IczNDa0xXcV9NU01ZWHFtb3RiOEUzMDd3X2lST2RxZWZiNHBTQkc2bDExM25sb0lZb09LOXozd0xRUlk0YTYxdVM1NmdKeVZkS2FDLU5XUnRhbU9vRHJkT1BOVzJCNDdmbi1NLVJ1QT09 |
He’s got a point but I think it’s an issue the team will work out. The possibilities of filecoin leading the way for web 3 with the only other real competition being icp (whose price did the same thing) is why I like filecoin. It’s a long term hold in theory but just because it’s not a new meme coin trending every other week which imo will eventually work itself out due to oversaturation. We’ll just have to wait and see | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHY0ZWbEN5ZjRlQnB0M1RsZFJvbzFwSWFVcHZOUDkyYjVITEg2dEh4T095VGJRa25sWTM1TjZpUGxhUl9FQ0R2OVllTm5KX1ZKb0N0NWNkUm5VOFR5ck1jWVZnSEM0dm5icFhXTnowaXZ2c1U9 | Z0FBQUFBQm9GN3JHVlF4UE85ZHNicEx6djVEeHdUSlhYZTM1UUt0TnpkVWtFRWhMZVNKY0xENHpFRURUQlMtU3VaVDMwRlNnVkNBU3BVeGw1ZExTazFocWxtem1RRHQ5UUhHTXdKU0tyTHlvODJBazlWbFB5RWNiRFFVVFRXRG05Z08xQjhmS3JqY0E0M3QyMll5OHF0YU1UT29aMjlBRjBxYVZOOXBKU2s0azllc0lUSzM2X2oydE1WOXgwS2psMmVPWXFpRkt6bHgz |
Why would anybody buy Filecoin at all? It's a failcoin | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHMXBmYm1EVUl0a282clBYXzhHaTNTSExVYmJoU3Q2NkRtZDVOcU9VdTNDUVY1Q1NiZGdVZDJCMWx6Q0tvMTZXX1dBYXlYcU56VlBWSnFHRmpoaU1jMVE9PQ== | Z0FBQUFBQm9GN3JHcFpBQlFreFRGMXo4c1BJakNHWDUtYXF5czVScnltYzllMVFSM2JyaVZmM2J4b1NNQnZkX0pILUhIZnBtazJiaUtPQ2hfd29wUXNvc1dPOEZidTcyS09NcTMtWXZuYjM2ZjZoVTNRXzNsZ3lpSEpEZkxkNWZjWHppdXR0aGdnZjNJWGtiYzlzaFRSNkxUMGkxYnVRUmYwanZZYnpZYnh3RVFYMXFRTmxfV3BWam1LR2hGY1M1Y05vT3dvVEFTa0RS |
Fake | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHSElDMzNFZWFhMGFMd3gtMEhTRUY1c2x2WjRXT2lJV0VLNW5GcXF2STJPb1ZCYmJRcVRpZkhjOXBuUFNfczFvcFR0ZVBObFlMRlBvN3pVUWRLUVVxM3c9PQ== | Z0FBQUFBQm9GN3JHSmhUaGdXSkx3Z1Axcm9uX004TC0wQ0ZZYTRwMy0za2tEcFNLUVh4dGpSOXdnWUhZdlU2M1dWREhnWm5ITDVRcWpWazZTMkdCQ2tkN2ZzMWxBSVo2ZjBiOFlRMEdpVFFydW5GZTdhSlg4ajVsTUpRbDJ1bXNBb2Zhb3dwUWtnbDZGNTRoOXFUeHBhbFJOOVMtdHhCWnZvZl9qaVNHUHlOVk54YVZHakZ3Q0hvLTR1d3NFSndWN182ZmYwbnR2cmF2VmE5dGl5YVY2MmZSNGhpSTk3RFRnQT09 |
Like never | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHaVZWeURnRTVnX0JPeGFKZ2FVQk9rU0xVdk9vU3BNUU96eUJ2eFpRMUFtWTBoOHBiN0pEM3JsdVotenNrSk12TjRSejg1ZHVWcXJzR0NGUncxdHlnNHc9PQ== | Z0FBQUFBQm9GN3JHTWxLZ3FCVnRaVUszVWVVVXVYa09TUDYydlYyU01Yem9SQjJTUHJNX0RQZ3pQNElkb3lGb3pTOHA1aXpGdm5ZWk5JYWM5NlEzaUQyUlVzWENMUDA4UFdDalgtdEk5M2pLazRWWjhEOUd1dDU0R3R3SUhRZFIzNlJ4eDRLQjRzaU5wZ3l0dEZncGtEdXJnZE9ablU1ZlZGNWVralN4OU9uckJBMHlIZ3pCeWxTOTE2Nm5lcGFYdi1uNFJPdHlkbk42cWJOOG8xYjAxNVFSOEtKQUlIQ0lEUT09 |
Guess I better get cracka lackin on my buying because iI am less than 1000. I’ve focused on Near, Render and ICP, but I bought Filecoin first. | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHQkoyX0VfOWE4cmd3cVZRTmNCS2FQT002R1ctTGJVS0l6NlBUdEx6WkRYS0owalQ3SS01aDhuM3FFNXcxRUNsb2lMV0JOVjhWSFc3Y2RTQWFua2tXX1E9PQ== | Z0FBQUFBQm9GN3JHczQwZmUyY1hvaUpUaWczcDFwTzdUVEtHdG9ZNE9WTTVndkRYVXU1X2pQRXNFaFotc2Yxc0dtMjFGMDk4V2lvb2pSMmxfSEhnNk82aEZNX2hJV1NnQ2x4blhhMXVISVlxdUpUX3RUd2N5WWxvdGV5bzZraUJ6TnliWkI5TXFlZklwTE5yNnBDZm8wa1lENHBlelh4dUc0REhFWVZCUUFGZ196eVMybmplbEdPcXVSVF94SklyR2tHS2J6NWZMZVpn |
Keep going and focus on your goal! | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHOEhUbkt3VnFRQ1lndnF3SzR3WE1FNUE4cTh5S2VhY19PR3IyREtlRFBjamYxTGNyTjJDRHNDNjJwQ0pSWWdLbkNwXzNPX19adG5wd016enpxaDlGX2c9PQ== | Z0FBQUFBQm9GN3JHS29OYThfX01DRTFscnFEb0d0c3FaeTRnSEJJb3d6cjloRzJXZFVDcW1rSm1pV01WUjI1NEtLWlMxaW4xOEE1R1cxc3JNSndFUndwYkZRTUJvMmFXMHV6TTBJYi11dzQ0eHBKaWJiY00tRGhvOEJwZWhvYXVrNU9DSFBzMVZNcnJoc0Qtcl9Tai15bGg3bnZ3UDBSeEdJUk1NbGNTZmktLTZtNjkxakxITVVNOUZkT1l6X0Z5cUNDV1E4WkpxVHBz |
TLDR: Do unsupervised domain adaption by simply matching the frequency statistics of train and test domain samples - no labels needed. Works for vision, audio, time-series. paper (with code): [https://openreview.net/forum?id=lu4oAq55iK](https://openreview.net/forum?id=lu4oAq55iK) | r/machinelearning | post | r/MachineLearning | 2025-04-04 | Z0FBQUFBQm9GN3JHcFdZZWFZM2V6TEFwcTlXM3ZhZ2VrakM1N1pxQTBVaW5ETmRoNXplV0s5dUh2Y2QtY2tyZ3BrLU4xdlFYMkZzLTZ3MmEteTNuVl9ab2kweG5JMkRfLWc9PQ== | Z0FBQUFBQm9GN3JHbW52bEdhU1BLbC1UcGZna0paT0dHeW1oNTNVbzh1OGd2cnBjUzB6WU95VG1RU0wxZnhCVnB2ckNMNGhON3dFTmpyQjNxWFVMZHBBT2NjV3RWSldwQnlTUXdWTFhXM3BBUVdfNXh6eEpwb1ROZUprNjVyVTI1RmdoOTdTM0tEVjBsTU5ZaXZWYWYwQ3J6cklIb2hHU2syZXYyNWhSMzl2RWQtSUVVckdFdEw5bU5RM1Y1eUt5eVlmT1o5eXp1eWs1N3N0T2RqOGc5RXdySERieEY3SVNIQT09 |
The market is totally tanking today, but not bitcoin! Is it finally separating itself and no longer mirroring price trends of broader markets? | r/bitcoin | post | r/Bitcoin | 2025-04-04 | Z0FBQUFBQm9GN3JHd0VLRWVoUjNOMUN2cmlxZGJxWHFBWUFlb2xmU3Z1VkFOSnRhU2dTamlaZnhuNm1DeXFaYWwxVThvYXFGM3FlZDRFM1BPMHNfNG54a3VnOHYzM2IyZXUtazktZ0dDeXZPaDR2czJpUXFkcWM9 | Z0FBQUFBQm9GN3JHTFg1b09HekQ0Z29weVE2VHJVUE9yWjF1aGtuczNXMHdxSV9rMjBZckNRc1VGZTk0WnQ4cjlPUXBYY09aUWJVNDF1Qm9EcVphd2dPV3FRUWQzX0JmMzhlaHFOZXZOaVEzeUxRNVhyajFfUFRaT25JMzRmczJZdDFZenFiWGI3MDBKeHZQRUJpaE5hQ3dfc0lneGlkS1VSTnJERlk3RmpVQkxUMlpSM282cXNrPQ== |
What's fake? | r/filecoin | comment | r/filecoin | 2025-04-04 | Z0FBQUFBQm9GN3JHc2JWdjZMVDhyZ1pQeTE1SzlabWd0Q1Y1MkRUSXh1SU1KLVJ6ei1hcTVSc3VwT1VEQTUxYmFkMFJFS1VrOUpIOGx3WmN1Sk9NWW5BaXI5ME1Db0YzRHc9PQ== | Z0FBQUFBQm9GN3JHN3p1MWZlVFhNS09UTUpkdzZobW5JUXZzemhleEh0UFI1X3lPZEhlb3VTU1BsS0Mxc0ZPbVJ3bldoVERrU21iYmtSNmo1RHVONU1GeHFYcWlpX1k2MFRuVThkRDQ2UG13V1haaUJLV0VJbVN0QnVTSXFDcEp5RUNXU1NkM25kRmthVno0ZTk1MW5GT0tZa2twa1V4UW9rTUJOd1pfenlEbDBaNnJ4dW9JZERBNFY0alFNZlJtTXRDSm5PX204NFlnVE04TmxvUDVJTlI3ZmVDMFhFSF9GZz09 |
March was another monumental month for the Glitch Financial (Built by Taoshi) community!
Here's what we've been up to:
**- V1 of the Crypto Network Model:** Launched a preliminary version of the network model, giving users the ability to experience automated trading with Glitch Financial. We are working on building a public dashboard to make data easily accessible to the public.
**Strategies Deployment Pipeline**: Built a new deployment pipeline for our strategies, making it easier to continuously iterate on designs and roll out changes.
**- Improved Reactivity:** Further reduced the latency of our system, improving response time to new orders or updates from strategies.
**- Expanded Trading Integrations:** Added support for OxSecurities (forex) and HyperLiquid (crypto).
**- Platform Refinements:** Made UI enhancements based on valuable feedback from beta users.
**- New Trader Incentives:** Launched a program through [u/taoshiio](https://x.com/taoshiio)'s PTN to drive even more trading alpha into PTN, supercharging strategy performance for Glitch Financial.
We’re eager to have our community experience our platform, but we want to ensure a high-quality experience for all as we continue our beta. As we address some minor bugs to ensure better order execution with the scale of beta users, we greatly appreciate your patience.
Stay tuned for more updates! | r/bittensor_ | post | r/bittensor_ | 2025-04-04 | Z0FBQUFBQm9GN3JHZHNrVmFmZUNqbFJWdjA5czJvNHJOeUI3d0pRYjFUNzNDNDYySWRnZEFxUWFRUVZiMzRUbFgyVzhFbEZRQTdEaDc2N09vSURzYUpaekJWQzUyM3BqeHc9PQ== | Z0FBQUFBQm9GN3JHTjVvYmVlZVh6Q3ZzUU42Mi1ZR2ZBX0lGem8zVFlVS2JrNElwSFVMcHNzZ1EzNm53Sk9WOHZPb21RcGJzcGM5YTRfVUxrNERSd0dackVyZ19CSjZvc1BHYnFuZHhEYmM5VlY3bWc5QWp4VF9KblpaekQzY3JQeDJ1Q2VOTzd2ZF9yZlBQLUJXblBTWWItM0FWU05IS0Z0cGIyUWVUNUhMRE11eEtlTGdob0RPU0o0WjZyaWpEcDU4OTdlRU5VNUtu |
I don't recall a single instance where everything is crashing hard but bitcoin is rising.
What changed? | r/bitcoin | post | r/Bitcoin | 2025-04-04 | Z0FBQUFBQm9GN3JHWVRtYXEzVWpBOE15dWlmNnlhSTdUa2xnLWk4OFpHNHpjZ1NvNjJnRHlselZNVXhpeUZHa0pYdV9RRzVnenM5UE1tbkhMSnZxSlVSR29xOG1PUTExOTBJOTI0NVJaSkE1bzBLbi1mOENrZDQ9 | Z0FBQUFBQm9GN3JHcnJkSDZCWmQ2Znp0UnVoRHZsd3JNRmdfdW5ESG9Jcnd6cjJOSDN0eGlvMzl6TENPMmdiQjI0MDhBRnFrd0liSmJmaVc3cHVRZkVpSl9vdFpsenQ4a1NMU1Q5OEZhdm5GeGF4VnkyZ0lqd0ZlR1RlVkdYRENBYWk5Tk4zTWVQWnp5OUxWMW5ma2V5VHNtU3lLMFdqQ0t5bFRLSTA4dEV3azZ0SXAzS3RXWlgzckF2b0hfWXBEVlNNN1VkQ3M1THNxbnlVQktVb0hJY0lSWU55LUo4MWtiZz09 |
Source: [https://x.com/naiivememe/status/1908208132221964470](https://x.com/naiivememe/status/1908208132221964470) | r/cryptocurrency | post | r/CryptoCurrency | 2025-04-04 | Z0FBQUFBQm9GN3JHcXREZTlJS1Z2QlV4R2daV2xVcERlRTZ4MjZLMkVjbElxVFNGQVgtRW1ZREtYQmU5ZE5VWXBLVGRudnhQT1RzTm1iSGd0NVlXbGlNY2dIY1FhYWNTY1E9PQ== | Z0FBQUFBQm9GN3JHTjhhd3p2MGg5Qm1TMjhTWENBcHhMQllpWEZQR3B4WnFEaXpHaWFBLU5ielpBUTJ4UU1qb1VtMzQ0amhnZlZsMEVUMmU2LXFmVHNTaXVqSGVfcGxFOEJXSGVHTEZQR2VHakpiT2JwMkhNWThIcklyX3NZRGRvTlNUd2gzZFo0Z1UtR2hSU00wUGxXUWRKdy11UXpjcFlCalBEMXVrSE1LRENJVGJWTTR4aEp3NGpvaDZPc0JNTUtKZmZ5Sm8wVy1pWW5xVm5qRERHaWlEbFdodGYxcmZEUT09 |
Source: [https://x.com/corybates1895/status/1908203921296019903](https://x.com/corybates1895/status/1908203921296019903) | r/cryptocurrency | post | r/CryptoCurrency | 2025-04-04 | Z0FBQUFBQm9GN3JHa0syUC03cTFBVk5ERkRqSWRQM0liMmlxaFZQd2dPaHZxdDhMQUNYb3lKTTZrbEFOeFNTejJiYUxLdnFIYk5qWEMyclFhbU9FTHltN0h1dEJnYy1NMEE9PQ== | Z0FBQUFBQm9GN3JHRVY0cEJrRTBSS2xiSFEwd3ZObkZ6OHVQMk94R1JsTi1YeFNOTmo4WURVdUtQeVRTeFE0Uzd6NXE1RzFsV0VNa3ZOa1R4U05lYVQ0eTJBaHlKb2tjOGQwY1A4WEZJeFRHaDc5X1ZKc0tvZm9tdFBiWVZmX1pJak1pamxuOU9SWXFRTGpfendJWVFUTkREZ3FkVnh6V0xEMy1HMUo3Z2VDdGVoYlJKd3RFNW1PeFBGM0RRNFFnRFVLMk9LcUstUktHX3VwZUF5QnhRQl9EZ3h4bl83eFNUQT09 |
This is my listing | r/monero | post | r/Monero | 2025-04-04 | Z0FBQUFBQm9GN3JHS0MydFYtaF9GMHdqNDVpd2ZONndiT3lnY1JiN0Y4M3NYaHRxZFNrSlFUWXpybXRSN210VUJ0Y1Jjc0ZuVFRwMVhxX05SSXFTV2Z2YW5GV3pjS2hNalE9PQ== | Z0FBQUFBQm9GN3JHRGZEanp3N3hoRmNobEFXaHFUSk91anhvZEplMTNEdkhQNnQ3SjVHV3hpQVZTenhtQW9QZGsxWVB5QWJCbkZkdW82YWdHSmxFTmJBdkFaRHNpTEFzYU9vcWNHelUzdFRfc3VWal80UjFJdE9OSlNqTTJOamNSaXhCcFZDSUtMYkZTb3ZfcE1zUjFCMm5mbmVMNUZhMGpFaXlMaGY1el9ULTcwVFRDdVdtc04teHNtc2xWZWJYVWs5NjBVMlNBcV9QR2NWT2trZGYyZUlBd0wyM0JRTGVfZz09 |
https://x.com/richdotca/status/1908341310609850767?s=46
| r/bittensor_ | post | r/bittensor_ | 2025-04-05 | Z0FBQUFBQm9GN3JHT25XM1RrZG9Lam0ycHdwZUg4VzJQR3BzN3J3SzJjUWkxbVpueXF3VjdOanNCU0tMQUlWOUc4QzdVbWFjY250cE5LaE5sbFlrT0VpM0NUazExV1BlZUE9PQ== | Z0FBQUFBQm9GN3JHbUZ3U1hWUHl6YXpOT3ZCLThzT0JqNXBJSG90Z1RkV3FUUFgzQWRmMGZNaHBKVDZGbG1kYTFMOXY2WTM1REphZnp1eXNEQWsxa1cwNjladF9STlB3eFNpLWZJMGpBZ2tvaFoyWGVDTUJKMFltdmVtTUhiZUpFUW11TmJ4WjFMVDlCVkhoMHRvVEZONlBseVljdkwtS2dUeE94T3A4U29tZlN6UC1kYURYQWE4Z3lZSF96RzNKNDRFZEd3V2ZXYzhFTGJhQkNYcWRCV2h4WU1JbXhYLV9RZz09 |
I’m experimenting with a novel approach that integrates symbolic logic directly into a transformer’s attention mechanism. By using a custom spaCy-based logic parser, I generate a “logic mask” that guides the self-attention layers to focus on logical constructs. In preliminary tests with a fine-tuned LLaMA 3 8B model, this method has shown promising improvements on symbolic reasoning tasks (e.g., achieving around 62% on the FOLIO dataset). I’m eager to hear thoughts and suggestions from the community on further refining this approach. Also please note I don’t have a PhD nor masters in machine learning. Happy to take any criticism good or bad. :) | r/machinelearning | post | r/MachineLearning | 2025-04-05 | Z0FBQUFBQm9GN3JHaG1fV1ZtWWpvTzVzaEhtZmFVLWFkbUVMR3BudFcxbE0xcUFtc3lhN0JsUHhwa3hDZlllWFdEb3FSMTVtSkxyZnRVUmVBSmhNYjgyYzROSml0cVNoa0E9PQ== | Z0FBQUFBQm9GN3JHWHJPSHo1dml0VzdsV3ZHRTdPWGlKMWpCV2ljUzlWQi00X2EzUFFlNVhLRnJwbzZadzJPek4yS2dVZ3BqMkhGeG1VMXl2RTJ2TF8wVmVycjliWE5jRlBydl9HaEt2Qmg1aG93Wl9KcTVIYmNFbUpndndIY0t3TU0xRXRqNW5UcHlvRlZ6NlpDenQ0VFdmdDFlTHVqYmdwdTVfQnI1TjZGendIcDRKUHRjaWctT0FFa0VqT1U5NnYwQXBFbkV2SXd3Z2pvZ2hMQlhEYUFNTmxiMU9JQlpRZz09 |
Hi everyone,
KDD 2025 paper reviews are visible on OpenReview. With the reviews released, I thought I would create a discussion thread to gather thoughts, questions and recommendations or anything else. Would love to hear other people's thoughts on the rating scheme.
Wishing everyone the best! | r/machinelearning | post | r/MachineLearning | 2025-04-05 | Z0FBQUFBQm9GN3JHUVE1RlBNSDFOMjA2RDVYbHdEQm9PYkJBWmF0bTlxM0VzOS1lOWg3VlY3cmI4V04tVHBFU3FCUGxhR2RTenNoNE8tMENGV0I4UjdmNjBmbDhfcDVfa1FuUW5sR01RYTQ4NkRKS2JSdkVvTEE9 | Z0FBQUFBQm9GN3JHN2VkSmR0S0NBazROYkNGWWlHZmxpcUVQLXl0MTdXYWMwOEhJMXE5eE84Z28tcVAtNXVlYkN0WVA0U1BQYzVEeDB2bldzT1k2UzRod2FkOERfcmEwR0ZyaXBDMjQyRjk0ckxGREhIZTF5WnFmM1ZLa0lmaGt4UmpvaWtpZjhzRVc0OTlpN0t4UE5iRS1SLVk3YUxvaWFWTFl0cExIVnA5ZHpydGFoNmtIMmlJUHppU1ZuVEdUTnNVSUFlWHAxWXoz |
There were some sites we could use bch as payment like noise.cash onlycoins etc and now is all gone? | r/bitcoincash | post | r/Bitcoincash | 2025-04-05 | Z0FBQUFBQm9GN3JHS1hCdXJkdXBLYXJZTVhiTkJaR2l1U0xnTWRTRG0tSG5UT2tqeTJXNVB0bzRrSGlfRjJ1Tl9ETG1CUHhwRlZRcER6NTZQUWJ6THpVM3FmWWgza19UZVgzVFFSY2h2Yy1wZ0NQSTNQY2ZNaE09 | Z0FBQUFBQm9GN3JHRXB1Y0FzQ0taTzVDR2hqR0tUdXY2N0ZzamZheGVkb0dYNDFwQjhyeWxWQ1VmUXdzdEMxbjJxdlZUVzE2bVpUbWtSb0FaeUEwQmxxclNHX3QtME1YcUNRbFpvcldzcm9zRUtlVjVFZVUzMGJERDluWl93Z1BiX2lzQ19xY0NjVHNnUGRudU1IRE9YTzJxMTZzdkZGb3h3UmVCYXR4N3hMWktNa3I3TjdVNEY4PQ== |
2 out of my 5 reviewers at ICML didn't acknowledge my rebuttal at all. Not only no answer, they also didn't even click the "acknowledge rebuttal" at all. According to ICML rules, they are required to do that. What happens when they don't? Should we report this to AC? I didn't find this anywhere, so maybe someone here knows or is in a similar situation. | r/machinelearning | post | r/MachineLearning | 2025-04-05 | Z0FBQUFBQm9GN3JHeHJuZDdYdjQ4SDA0STIyYlRSLXJqUnJ2NE4wUzRiNkdpcWxPdzRPbjRRckxPcjRmbk96X0xCUGlFbndMM0F4NXVIMFNxQjhHUmFxMEc1MmphOVdqZFE9PQ== | Z0FBQUFBQm9GN3JHWXBZUVgtbU1pTDlHUkdhLVR2ZUZmZ01jZ3hJcV9MeFZVZU1WWDl0akQxb1BZZkNRcHY5bUh2aXZYOERFS1o1cFUxanRVRU93cFcxeDhiQ3NsMGdyOExHWFpOOHhlQWpFSTA1YW9SSWJsXy02Y0ZTa2lxZjMtVUxZMEktcE84RjJLZ09OYWNib3lfaFZxM1EzaDd3VzE3aHJJOFFUYUlpdXQ0VnNEcmsxalNJS19fX2RLWlV4V2VZWHhFc2ozaHNkMHNPR1pIUVlYVjF6V2hxQzlfeXkyZz09 |
It could surprise everyone soon or later ,I hate to say that but miners bashing etc , they should stop selling for a while at least star selling around 50s | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-05 | Z0FBQUFBQm9GN3JHRlZLeVpnbGF4NlU5VHFBdnNRdC04RTBvbWFvdm1RTldGdVFqYlJGbTRiWWo5SDRkZFVDTkJOZzRlOUJQY3Z2ZmVwbTlGMThldTZTcFI3S0hCRjBCQ2c9PQ== | Z0FBQUFBQm9GN3JHN1JCLV9QMFozYnlNb3lfZEpmU05HOFVldVdhTER1bmZJNzBUMkhQUUI3NTgzZFZZWlZ1dU52NVN1d2lvdUlzazk2MW9WVnFEUTlzRG5qN3RuNFdrVWNoMmMzd1FFWHlWRWJIOFdiVDhwSnAxRmVlenliMU92anlWcC15Z1BrV0ZTMjVtZ3VwenFCQUNxMWpwOS04UU1NMEhQMUgzaVFxZDY2aFBvZktGWEZZOGM2UEdMLUdIY25SZjFXU2xnOWFXeXFVVjIyTkw3R1Z3Y0JuaW5NTDZmbmtSdmFzSnlOTGJFU0k4Y05IYll4QT0= |
Now watch out for Etc anytime could drop 12 than head of to 80 dollar sudden pump | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-05 | Z0FBQUFBQm9GN3JHVktsX1VnaXhHbWxMQTFMVEhlN3FCYXBQSHFfalJpRGd0V0V0OTRsZ2duckxpOGpDYmJJY191d3VGQ3FpNUdWZ1FFNEZ5X0xwcTROaDJ1VDBILTZPcVE9PQ== | Z0FBQUFBQm9GN3JHcTJXTlpDRXZwNVFGSHhkTWhPMkxWcUZGNVlJbGdsT3JTT2tIczd2ejBxaWpmRUpnLWh1ZksxcDJjM180bHNMcUpnYlk1S252bF9kSDdLek52N29WejRHRDVvZlFpRDl0aVY2cEUtaEtzNk5RRi0yd2RicDZITGdmOFVGYUpmc0V6Q2dzc3RMSHVDUUpGc2pKNVJSSHJCdkZBYTVraXpkT0wwZ3RYNER1UmNKekxJb3l1YjBYcVBuRXB4QVBrTmI3OXY1dnpjUkp5NGxoSVFXc18xS1NCWXZkNUNMR09lSGlxMWxHMy1ETlBPQT0= |
Does anybody else feel like Alt-coins and the likes have lost their steam? Really feel like the music has stopped playing on a lot of major coins ? What’s going on ? | r/bitcoin | post | r/Bitcoin | 2025-04-05 | Z0FBQUFBQm9GN3JHbURyWlRRVlB3c0VYU3pPdjNBZlBsTFZVRHVDSk1PNVAyVDR1R3kxX3RIQ09Xbldyc0VhdlZMaHZ6WFJVbmcteUVJU1hfVW8wMTRaYkl0UzRDLXotYlE9PQ== | Z0FBQUFBQm9GN3JHOXdwejNHbmhFcklrSUZrWVE3RTZfWEJDRkRhWUlQX1FwVmJNdUpfdTVUQXY5a094UE55V1NraHJwbkJ6UW1HWWxoNDR3Ymg3MHV2bUU0dnBLME5CS1EwWmhsQXFkclNESGctTVlmS0Ywd2xwdzl6bnFhMmptTkl6bDFGWDRDeENpcmdsYjdiRGFpc29JUFlHM0dFQ1pjZ2UzWXlMS0JwQkVCNkgzOXlpYW1wRnRyUlkydl9ubDJIeTFsTDhob25LN3RuVzR6alJ3bDBSN0pNQzdSUGtjUT09 |
[Llama4 ELO score vs cost](https://preview.redd.it/sttz9ok0h2te1.png?width=1525&format=png&auto=webp&s=c57ae7cf9e69afb461237e7b47a8526275223739)
[https://www.llama.com/](https://www.llama.com/) | r/machinelearning | post | r/MachineLearning | 2025-04-05 | Z0FBQUFBQm9GN3JHZzV0RzdKQzdTS0RuSjF5MlRpbVJpTHNudG1GZ1hRS0dicTA2TzNuWVJmcHJiNDIxSy1wUkt5b0JvU3ZQUlpBYTV0V0FhTTZ6aXZQaXVmNkp2Z04wdWc9PQ== | Z0FBQUFBQm9GN3JHNEowYXBmMXhPMEVwOXlYLUpRRnBKUUNvZHlsSGlPcnNKcnZicENBMThUUThMVUtENXRzNHk1cHFzbGZGVHZQOXhUc0YxT3VGSTQyUzZ0ODIycnZibkJUSmZRZjdleFBrdE42TU1mMXBlX0lmR0dkRkxaazFHYllNZDZ5UEdWMnNnc3JyZTVrVmVNR18xNFBWQlBEaXpXSUZRaFlvR09Fd1BtZElOMTVCWWY4PQ== |
Listed in [https://map.paytaca.com](https://map.paytaca.com) | r/btc | post | r/btc | 2025-04-05 | Z0FBQUFBQm9GN3JHb0swN0xvaU51RmhmdmhCeGVtZnFibnJSUHBoYmt3NUNxckdsRFRPVDFLTThfWXFaeDl0T085YTc4MEZXbFlTbDVEaTVmY3lLOVNJQzQ3M210WFV0dFE9PQ== | Z0FBQUFBQm9GN3JHNXhmRkJIOXNwMlNUZnl2VHkxQkN0bi1NWTNxdHRzcDgtdkxDRzJPOWFsTkx4TzVKbjdENXZqUjVfbW00OENLOTlyNENyUmt5ZlpXTHpybmJFeFEyNlN6OEV5b19yaWxNalNYR2lnVU1pNXpsUEoyVkNhR1d6QnB5UmN5dEtlUTRJanJLeVVBWW40ekt1WDFER2ZOYnFNeEc5dmk4MVpJaUJnSVpnX0NVYlFIc01FZDl3YWk1QlNOTloxTlA0N0V3 |
Listed in Paytaca Map: [https://map.paytaca.com](https://map.paytaca.com) | r/bitcoincash | post | r/Bitcoincash | 2025-04-05 | Z0FBQUFBQm9GN3JHdFBmNVRkOWUxLWtSVEVib1ZLcWF2b3hXNkc5WnpnOGJMUFZuSFIxTUM1eW9UdnNTUHI1U1JpVW5HeVV5SVhfOGNFeGd3YktuZzFlQWNUUnB0X0NMOWc9PQ== | Z0FBQUFBQm9GN3JHQk96R2M5UWp5ZVNFN2lCdTk4Y2tzck45Y2RtSTZSMlJTMHFDM3ZJME0wRHZIVU0wTS1kTXd2ekdIVzZSa1p5Z3NjNG5NLWZDeENiSHNmMnZUOUdzWTA1LXlPMm9IVXl2QVJ2YjZJcHF1YmgxZk12SENiVjlFRS13dkNUVjZjQ21aczdORkpIR1pDM0hfTl90STY1MmJDSVJGT1RiLWRTdEk3bTJWdEdtTmU3NGlzLV9YOHgybDZwMGh0ZmplcVlK |
- CLI: https://www.getmonero.org/2025/04/05/monero-0.18.4.0-released.html
- GUI: https://www.getmonero.org/2025/04/05/monero-GUI-0.18.4.0-released.html | r/monero | post | r/Monero | 2025-04-05 | Z0FBQUFBQm9GN3JHemxQdEZxZWJYTmZyLTBmQnBxbExSaXdrblNjcFBEb3JpTG9OUmpvZXJxemFxY2FGQk1VaXFLdXJkUXdXQU9wNXd4elQwaVFiNmVZOVc4ZlNLOTB2blE9PQ== | Z0FBQUFBQm9GN3JHa0hqOTUzaVdJQ3REMFJ2MEw4Ty1OOTY0dEtpN3dUSEt1WDZ1WVpNZ3YyYlZPR3lyd2NyMUgzOERudmF4dFBQT1V5YllkSmE3bmZCN25mNnNNWmZOZ3JFSl9wVm9tUVdsWkhTV240VG1RWEtqN21fSVdGVDlmLW5BYjA3T0E2bm1VYXk5b0FOZUVJeGlUa052cG1XLWlNYVFnVWd3ek5KRGlnbFJhSDVxUDBBVGtKT2VQSGw0LXFyOFZtSjc1TFVHN1p2Nk5lU1UyOEFwSzBXZHhHMUJ5dz09 |
[https://arxiv.org/pdf/2503.24322](https://arxiv.org/pdf/2503.24322)
Abstract
The canonical deep learning approach for learning requires computing a gradient term at each layer by back-propagating the error signal from the output towards each learnable parameter. Given the stacked structure of neural networks, where each layer builds on the representation of the layer be- low, this approach leads to hierarchical representations. More abstract features live on the top layers of the model, while features on lower layers are expected to be less abstract. In contrast to this, we introduce a new learning method named NoProp, which does not rely on either forward or back- wards propagation. Instead, NoProp takes inspiration from diffusion and flow matching methods, where each layer independently learns to denoise a noisy target. We believe this work takes a first step towards introducing a new family of gradient-free learning methods, that does not learn hierar- chical representations – at least not in the usual sense. NoProp needs to fix the representation at each layer beforehand to a noised version of the target, learning a local denoising process that can then be exploited at inference. We demonstrate the effectiveness of our method on MNIST, CIFAR-10, and CIFAR-100 image classification benchmarks. Our results show that NoProp is a viable learn- ing algorithm which achieves superior accuracy, is easier to use and computationally more efficient compared to other existing back-propagation-free methods. By departing from the traditional gra- dient based learning paradigm, NoProp alters how credit assignment is done within the network, enabling more efficient distributed learning as well as potentially impacting other characteristics of the learning process. | r/machinelearning | post | r/MachineLearning | 2025-04-05 | Z0FBQUFBQm9GN3JHMktIbE9lRl9tNWQ2Z1ozME5WeURMWmxLSV9hdE1NaGN0Z3hqTUFJYV9IemlOQXJNQ1ZXVEM3UnlFZjVJZWEzNFVoMGNnbmxJTjIwVS1CZnVDd2ptTkE9PQ== | Z0FBQUFBQm9GN3JHS29NZV9ubkRYSU56ZU1CcmZjWWxzLXVFbFF1azRELUI3WXoyZVhIcUxpQm1vVEdiNUJJM2JPbnh6dDYyZEhrUkVRUm53aE9pcnoxaW00MURSc1JBSGpFQkpkWVB6ZlZJOHZfTlJYRjF0ZS1NYUhhNnRoQ1BfVDZNVHZPTE52RVMwWWVrNE8tcjVzS2hQcl90SUVUMWhRS2FsYXo0VUtHY0RiQUpXU29MSUVTTTdUTXhCaVNqcXRXQmRteHJtSjZBNkQyS2JxMGVMcFZMQVRCa0pzcm1lZz09 |
4500 fil | r/filecoin | comment | r/filecoin | 2025-04-06 | Z0FBQUFBQm9GN3JHamtOMERySmF5cU5KbnNUN1J1c3VBbHlrWllWTnl2ckFYNk45Um9jajV0QnZKTnJwQjU1ei13d1l4VGd2N0t2N2Y3SW1tRF9XaG5JUTZIb3diTXBGeVE9PQ== | Z0FBQUFBQm9GN3JHMm9GVGl2aVNiMnFXcW1OM3V1VjR5cVA1M1NFZkhXZjdaUm5YaGtVUGF6aS02RkJtT09oQlBJZWR4WG1ncktiSU1wb1RLTU1aVV9Jbml3bDBsa2VyU25jZmk4Yl8yMEZ5TE5vWUphbUlBUldqRTh6UVo3ZHJnZm9ZX3pFc2lMYzRHTGhkUUtfNjBSN1czQlFCQWVvbzBfT21fUUNlOGw5ck5XcU1jRlNsXzZNbDV5TVRIM1ViOWRTYWJVVnYzTG5M |
Hi guys!
Good morning/afternoon/evening!
I would like to know what vulnerabilities FCMP++ will not fix in Monero (i.e. what holes remain open?), and what should change in OPSEC for Monero? | r/monero | post | r/Monero | 2025-04-06 | Z0FBQUFBQm9GN3JHaFA0SV9nZS1yYWNxTFpVZ1VoRkNHWkUxV084R0U5dzlVbUcyNHdPOWdmWEZndEYyRlU3SFBuQkwxMnBlMy1vRXhxWVE0eklCQndlVlRRQmtlNEc3Rnc9PQ== | Z0FBQUFBQm9GN3JHM2dvck1va1RweWMzVGhMcVVrVFhTQmgwLXFqMUxocDIyNmhMcm9wcXZ5Q2FZMGx2enNXeHk3U1MteVFqWjduTjhyWDF4YzVPRWZ6V0VhYWpaNTZNNWxucU5TS0d5MFBZVkh3Zmd5R2dQSkctamVuRDBwQ0U4c0tzVEVvc1Z2Ry1tZXFlbUlmN1NXZm9CcFJSbVRkMElqN2JkbThaYWc5Smx2ckNRa1Nfb0swNndweXk3QV83Q0FsaEwtU0JfYzFz |
$7.50 and holding. | r/filecoin | comment | r/filecoin | 2025-04-06 | Z0FBQUFBQm9GN3JHWjFBUzJxaVRuUFU0NEZPR3R1Q1BhR0F2cXJaZV9mNnNvZ05YX1ZFM2pfdE10bEdvN3lrY1JIUTBZZHRJS3ljSXQ5cnhPeWQ0bUZDZE95SWRFUWVqbnc9PQ== | Z0FBQUFBQm9GN3JHbmxyMlgzU2p3TVEyYXVKLWd4RjFQX0pjOHZndGx5aEgyRVlyMVo4WWlvcFE0WktoX29BXzdvSGpUVlJ5UjZteWdXeEtJM0NkdTFpb1YxYkVnTUowNThOYXlxR0dsczBVMGZGblE1aHJyNEEwRzZYOVNTOU8wdkxnWENuU0NMaDBDcVE0dDhXZUVtbFVnNnRwQkdERHZYMWp0TWttbHV5TENQcGYxTHlUMVdkbThYVDJhUWtJSWpRalc3MGJZbk1t |
Selene wallet just get an upgrade to become a super Saiyan on the BCH ecosystem now with support for CASHTOKENs!! | r/btc | post | r/btc | 2025-04-06 | Z0FBQUFBQm9GN3JHT3A2YmJ2ZDFBYl9PQ21NNzYxbTVMVzIxRm5VZGFQMGRBZmpuWVhQbzh4MFJwWWUwRjRqVFRwOWR2Y3kzOHRrVzc0Nkd2S0dseWJ2N2U0c200SkttTXc9PQ== | Z0FBQUFBQm9GN3JHdVlseWlrbW5KOFBPd3FTRlp5VUtVSnhoaU5nTWdzVHZMM1VRRGY3Z3RwY3pzdzlEaWtDb2gtV0lrVnNtLUV1RFlRbTFSaFlhSkdka2dJLTl5SXAzSTFSUWRtQ2RHR0pBWXZ0WGhyVXJFMG9KZ0k4aUppRi0yeklQd0NzbUs3alhRVzNMX0s1OVFoUHNaeGlGSHFMRWllY3hvUVVCRjU5d3VpU3dleHFNUC1PWmVzeHZDai1kaTByTW81dXdUd0h0Q2V1Y0pwMG5lQkFuZktqMGtMNi0zQT09 |
Please stay on topic: this post is only for comments discussing the uncertainties, shortcomings, and concerns some may have about Monero.
**NOT the positive aspects of it.**
Discussion can relate to the technology itself or economics.
Talk about community and price is not wanted, but some discussion about it maybe allowed if it relates well.
Be as respectful and nice as possible. This discussion has potential to be more emotionally charged as it may bring up issues that are extremely upsetting: many people are not only financially but emotionally invested in the ideas and tools around Monero.
It's better to keep it calm then to stir the pot, so don't talk down to people, insult them for spelling/grammar, personal insults, etc. This should only be calm rational discussion about the technical and economic aspects of Monero.
"Do unto others 20% better than you'd expect them to do unto you to correct subjective error." - Linus Pauling
**How it works:**
Post your concerns about Monero in reply to this main post.
If you can address these concerns, or add further details to them - reply to that comment. This will make it easily sortable
Upvote the comments that are the most valid criticisms of it that have few or no real honest solutions/answers to them.
The comment that mentions the biggest problems of Monero should have the most karma.
As a community, as developers, we need to know about them. Even if they make us feel bad, we got to upvote them.
https://youtu.be/vKA4w2O61Xo
To learn more about the idea behind Monero Skepticism Sunday, check out the first post about it:
https://np.reddit.com/r/Monero/comments/75w7wt/can_we_make_skepticism_sunday_a_part_of_the/ | r/monero | post | r/Monero | 2025-04-06 | Z0FBQUFBQm9GN3JHWXgxbWpiZndBcXA2aVFEVVU0cDJmRk03TzVxOEhVQk5IV01GYkdvRGQzSmV4ZHBNY3BHbG9DSnhDa3IxQUNFU2xzcXh0X3lxWXd0SzlvVGtGUmZlVUE9PQ== | Z0FBQUFBQm9GN3JHSk4zbllGXzJXcWRJaUNNQkMwaVBseVJLR3F5cGpVTHF2NkM5Y1JIOElxMktoY2lxLXhUZjZybmZOZVFWNUt1SG5mWkU1UTN2SzFqb3VpOGFaX0tEZWVJY2RpeTlVdkItVUN3ay1MNnhnSkFNYVRmVWMzZ2dvWUt3dG5hb3dkUlViTTZUeVRrR2xzVkttVTZLZlNFLWZURHkyY0NFbE9uWi16ajU2Q0kwWkhCS3J2THZQLVVtMXhLamRIZFQzYmpK |
Thread for discussion | r/machinelearning | post | r/MachineLearning | 2025-04-06 | Z0FBQUFBQm9GN3JHSVZGVlpqNkE3c2xwVmJ3NEtPM2lReEVNc2ljT2hCOTFpeDJvVkE1cC01ci1PSEZ1ck1NOEpwZG00akprOEhwNGQyaE1TZVRRWWI5VWF2Ty1HYXZMZVNHLV9mbGpobWNxeHAwWmlUTVNYenM9 | Z0FBQUFBQm9GN3JHbDZ0MXJJXzIzblRPWjhsZWdsTjBlNEU0NTFTbVhWQUd2OFVvZXhtQ3B5MmhkQ0kyZkxaRnppSjNvWVBUNTlSUXhQUExDSlNKMkYwcGM3Mk14VFViQVVYT0hRSF9lcm9POXFCeFR1RXhDbjhTemk2cVpuY1FFRVAwQm5QNTU5NDV0ei14Tzl6em5IRGJqa3llTlcwQjM1X0J0TWZVSnotaGlwUkp1R2UxT1RNVnh5dkJtaEtYUS1XNnpzRVRBMHJfbDNoY3hLWU9BbGN3a0Y4QVVGX0FlUT09 |
Hey! Just wanted to share something I've been building: [https://monero.win](https://monero.win)
It’s a simple, minimal casino for Monero. There are no true accounts (you just need a Monero address to play), no cookies, no KYC, no tracking. Just a coin flip game and a basic roulette style game. Everything is provably fair and verifiable from the browser (including the full hash chain for every result). I tried to make games original and fun too.
There were a couple new Monero casinos launched recently. One got exploited (I think twice), one wasn't maybe the highest effort...sort of left a bad taste in my mouth. This is a solo project, and I’ve been slowly improving things based on community feedback.
In the first 27 days [monero.win](http://monero.win) received 175 bets! Thanks to those for trusting us early on. Also the bankroll is fully public too.
✅ No accounts
✅ Public bankroll
✅ Coinflip and roulette
✅ Full transparency
✅ Provably fair (code available in browser)
✅ Built by a Monero user who wanted something simple and fun
This is a passion project. I’d love feedback from other Monero folks, whether you care about security, UX, math, or just want to test it out.
If you find bugs, want features, or have suggestions, I’m all ears. You can test stuff with tiny bets (0.01 XMR minimum). Also: please do your own due diligence. This is still new, but I plan to stick around for the long haul.
EDIT:
Thanks for the suggestions, I made some UI improvements based on comments. I'm also happy to provide tips / development help to those wanting to make websites that accept XMR (securely). The bankroll is down a bit because players are actually are winning god dammit. 😭 | r/monero | post | r/Monero | 2025-04-06 | Z0FBQUFBQm9GN3JHNTByaWVkYnppY0FGaGJRMkZZSlpkemNrazRTcy1LcHNFVXlxeFViV2VyQ3pTVVdRVWJiTmdiQ3NoTDN5bXBSWTF4bDRLdDU4Q3hQRzdkaDlTVzVFclE9PQ== | Z0FBQUFBQm9GN3JHXzdjbUNwbVRjWGZaUXpCZzI4ZzhIMGtlNVBlM2Rkc2Q1SHQ5S0wxVElCNlhZcHRZMGpxdnc0bS1yNXNNQ3dZOTdXbFpBREpSZlRDNDZhNWFrVUMzbXhyWldXTlBsN0R0RDhtY1ZVTEhNckJmYjBjQm5kNkFpZjd2bms3N1RYb0Y5REpCVWY2U1J5NG9fWFg1LXB2dkpHSUFuOHd6Ykg4SE9HODAza0ZPTnhaOE5seFFMQnFDWXJtVGpJbERGaVlTOExuNktBdWZrcE1hRHpkLWtXQnJidz09 |
I post this as more evidence of censorship in the Bitcoin subreddit. Even if the maxis are correct, the censorship is bad and should be pointed out every time it happens.
Anyway, I made an innocent enough post about how now is the time to buy and all projects besides Bitcoin are not "dead" and many have value. And I remarked in the post that I'd probably be banned for saying such. And they banned me.
This made me laugh because they muted me so I couldn't reply to them and they ranted for 5 screens worth of text. I guess they are trying to convince themselves they are right? Or preaching to me hoping they save me? I dunno, I didn't read the rant. | r/btc | post | r/btc | 2025-04-06 | Z0FBQUFBQm9GN3JHLXlTU1pIdll3WnljbjhKQXpXYnc1OWNqQlRDNk9GYmxlRkZKd1k4UW9XVDU5U1RLa2UtSUllaXg1ZVFuZjJ0ajlBa1NFVTAwWjF3dDVHTHBPM0MwYUI5bjZqdXVoVGNPWDZGM1JJMzM1UVU9 | Z0FBQUFBQm9GN3JHNkFqRHFrOUhtbHBzZVBWcUxsQy1aVUNaUG9yRDFtbW8xblBhRUdoU092Ny16UjRVdU1ZcFBIaHdDNTFiSTZNVDFtX1JkSzFFd1F5R1hVbHltakhoM2RFRjg1cWptX1lidUNUTFowZEs5SWl5WFFndzZLdndoTldTWWM5VGl2emE0T2tUa1F1NFZsTkd6ZW9VRWRycnFwamFldEVSMnp5cnBPRTIyUkM0djhGLXZ0eDBENlNqZ3dGcXFnMldHLXhM |
Cool. How many do you have? | r/filecoin | comment | r/filecoin | 2025-04-06 | Z0FBQUFBQm9GN3JHYUw3TU1EYTd3dmdCVXFiUzJtbWVtQ0p3MFdwVkNQTGI2RUFfUE5DbWQxY0V0a05XTUMwS0lvLVJ2Qkc5OHhkYW8zT2NqYmN1UEFQeU1PcWkyZW1hWFE9PQ== | Z0FBQUFBQm9GN3JHN0c4UkxKQ2hfNE1FNEIyV1VTdGZIRmpBRHdqMmN5QTRBOFhiVi11aFRjT1ZwT2o1YTllSzBUYVZsSklKem5lX0dwMHIwMjZzZHF1cU9qVG4tZEhHMDFvc3FvUmF5R2Q3d1dSNzBELU50OWI2b1ZmZmozOUwyODZVX3o4SHp5NXJIVkJ6LWRvV2ZrU0QyRE1aUTQwX3F0aVA1SW9xcmxQSXBQODNkczZ0c1JBQWREcmZXMWJqTFpwWDJyVGFMamxN |
Over the last few years, I’ve been working on [Zyme](https://zyme.dev/), an esoteric language for genetic programming: creating computer programs by means of natural selection. I’ve started seeing promising results, showing that random bytecode mutations can, over time, lead to measurable improvements in program performance. While still a long way from state-of-the-art approaches like neural networks, I wanted to share my progress.
Feedback and criticism are welcome! | r/machinelearning | post | r/MachineLearning | 2025-04-06 | Z0FBQUFBQm9GN3JHNzdINXpfT2tpeXNxRzRfeDZIbS1sVWNRMUtkNk9ILUNLYzU0bExDRkVrb1lNeWwyVlNWWHNfdV9hTzJTenp1N2Zpb3pFS0hXSFY0WktaTjNzaFVQVUE9PQ== | Z0FBQUFBQm9GN3JHTXFobEFRcHJRYTVxOWttd2VUWDhLOHRmNGhKWkk4aVhsY0ZjVFlVem9xX3JQT2x5QmlfQVZ2bHFlYTNETVNOeHNaTkJyUTNxbHdHVW4xOHA1SVVmTUdSYzU0NmtsVko1d0l3WUxacnNvWXdwMng1RXQ2N2JLa2lBVnJ6eFQwNWVXTTd4Q0czWmdaU2JHX1o2WXlKRm43Z2RUOHdxSXpYamdYLXhIdU5QeWF1S1hWa0JaUUtUYm5wYzdJOTlrN0x5aEpRVWUtWVIzMmpxbG1ZWjBfZm5pUT09 |
I'm trying to think of examples that help to intuitively understand the concept of non-linearly separable problems. For example, determining if two inputs are equal is one such problem, but I'm hoping for something less abstract than that, something that students do themselves without realising. | r/machinelearning | post | r/MachineLearning | 2025-04-06 | Z0FBQUFBQm9GN3JHTER6dmNsZ2ZrV2hPZ3IweGxheHdoTXkwZWxLWmxua1BNWEwtMjlJZjA4bGhVNGhXNnQtVzhTZnVfLXFPbmdXSWlxUXpFdFV5NlhURVI4dS0wMTF1dFE9PQ== | Z0FBQUFBQm9GN3JHY2ZpT0ZwU0ZCejY4WFI3ZEFQVTFoNjhYT1I4STRIaTl0bTBVNHozLXZSNzB2N2tOZ1pjbnUzTnN3VlBOR0d4MURMNWhiQmRiX2d3RjJfbS10LUZyNkdLQVo2SkZ1WldVU0dOakhITGx2VU9rcUdRSlZaY3VYSTM0VWxQN1U5eUFpTi1fNGQ2ZVF1TVRjWlVYaVpRRWNSX3B6R1VKTjQwbTFMY1FOWktCTVhCZ0xOSU14akUtcllKQW9IQk90UUNJYm9DVEJRbXpqbXZJV3UyT0MzV3ZPQT09 |
Hindsight 0-0 | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-06 | Z0FBQUFBQm9GN3JHRVlvRG9JeGV0dTFhbkZDQnRqVktMM1NtR0NaVERrZVk4ZlRSQ3BaRGtKclFWLVdmUmljNmF4cU9lanhyUjR2U195cXo2VjZIcWVCZWJKUjhTUms0TUNRZFZyZU9WUWRNejR6V0xtNklzZG89 | Z0FBQUFBQm9GN3JHWmNwR0RRSmlGZDFReWZmMEQ2RFRWZzAtYVU2ZnhMSUd2V3VER3B0VVNQNXByZnFWR1Q5WTNxWndSNW5zYXdxRTBCbDF6Y2pvb2stc3V2NUd5TzJPcUo3T0NjTmVxTy1Cckw4eTdMaVU3QlEzUGNOWkowNXZNWTROYnVLVTBPQTNLOHREYjhjWHRIWnNLR09EUXRrT1ZrYXBBMTBlMldPamJEdXZEaTFsejVsZ0IzcVJZaHFyeXpBaHVOT0dvekFT |
Good call ! | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-06 | Z0FBQUFBQm9GN3JHcEdNck96ZzhXRlFuTnhZRk5MbG5Ea0h3MHVWTlNfejhZRWYtOFBFNGdBMDA2RXNIMzNMazJTQ0QtYjFTOXFHekJPLVhJYzhiSlI0M2stUS1oZGxoVXBYeS1SN3dwaFRUZkxFOElxaE5IejQ9 | Z0FBQUFBQm9GN3JHNmF6OS1pMWN3cnktUGdKNDFuMXdDbTF3blI0Y25TQ3BtcW5vXzhheWVYN1htOWtCZ1pjUUFWa0VCR1piNGg0dnluWnBVMHRNNWtlMkhObldzNGdMd29Mb0l1T0lQU3ZfNlc4bG1nRW9nWFNTX19NOV9rNXhtT2Q4bTQxanBGaV9Lb2x2cWsySE1VQmFFT0dtOW9NQW1pcjF4ODBpcFlTTV9WWnVRTGw4MjU5ZjRRYnJfV3dCellraGZYOF9BWjAx |
Hope you are able to buy now | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-06 | Z0FBQUFBQm9GN3JHamlJekJjVE4wcTVhajNSVVBSUTZZbXhPbWx3SmxrZTVodHNVV3NxdzFLWWF3dFlKSFo4ejdkMHRZT3p2UmtWWWpXY190OTM4ZnZ5V3gzU1VUZjQ5WW9JX2N5ME84OEhISHhhTmU0NktEVnc9 | Z0FBQUFBQm9GN3JHaXFTbmZwZFVwXzZ4TnFxa0p2TVlmX3N6dDg0dGRMY0RELWtfNDlOY1pDVmVwbjFUSXBuaFZkZU1GNEpkNnQyMHo5X19SMXNnVDdWdGZuS3ZPY0dFM0h3bndVWmU5TGFJdFJHRnJsOWxRVUJ5MkNYZnVhV20zT1dqb0xJSmpyWVAyMndyN0U1emhlUlV1TGhuY19ySzRKcXJjdTV2OWRHU0VDNTQ5NDZzMGpjSVB2RWx1VVgyNU1FVHp4VmJsZzRu |
I don't recall your prediction. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-06 | Z0FBQUFBQm9GN3JHZHlZV2VPYUdUVFBjeG1vZXZOUWlHZ3VRcnRMUUExM2w3VkdWUDZGTG9UR3J1dDdfR0p4eHFDQmpfNzhoRDJURFBNZHFXaVZlOXJ2T2poY1JjcmN5cmc9PQ== | Z0FBQUFBQm9GN3JHNktVbmRMNkl2NWZWZUZrTVFmVkxMLXZtQ2s1RkNsUWZVRHBsVmdFVkJpdnBCWl9GeUVzMFZBUWZjTTh3SlRacnBpUDhySHV1QWlnb1JDVjNyWnNnQWJabGViRWxncmRZR2V0bHdicXhqbkhSemNudjBsMHlMM3hlRVNxUFQ5SGhuQ2FpNk41NEhON2RVR1E4alBsZEllLXJYVHJabmJqb3l0UUgzZ1ZmaWw5Y29XTmpIVDRPeWVGdXo3eUZVby04 |
I made none. Not speaking of my hindsight | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-06 | Z0FBQUFBQm9GN3JHc0dSdFdkaUxvY0ZFaUtpcmRYVVhWeUVYemRiby16cTRSNXVKUWV3UDE2QWVpOFQ0dU5aSFp0WVoweXE2SjQ0WWRaMjE4X0Vybm8zYUtmdnVSZjlBcDN3ZXk4c1NtM0pZdnZ0RU5ISGRBa0k9 | Z0FBQUFBQm9GN3JHVU5wQkxmOHN6S19TOW5ubFhHb010VFRsbnRNUDB5NjVqSHJqdG84ZTMtOG1Xd2lKMXlKUGhOSm9oN0JYY213LXJRUVUwZFR0YTVlNndzMjhINkU5QWJ0cGR0S3kxeFg4VUhuMlpBcER3cE15SzhkRFA2OTIwak0tdXVOdC1TNnV3Si1KVXpUb2gxSkZBYzdHQ0dtR1hpVWdKaDlNVi1sQUVqbnZZTV96ajQwbktCcDJlRlNMMmxXREhXZ3RpeWJH |
No participation no opinion. Did you buy? | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-06 | Z0FBQUFBQm9GN3JHSXdUYUxEY0R4ZXNheTd3T1NpN3RVZE00S1lxaEVfX1U3eHpJbG1xbF9RLUlTdHhnRGRuWEIwa3pOWTBXT05lU1BXdnhnM25CRFl3dWVtZDY1OTJZV1E9PQ== | Z0FBQUFBQm9GN3JHTkV5YTNLdWpnR1RvemxjUklJcU1FSVMyaUFYeU5WQ0pFWGk3Wl9UekwyaWtaM0F4MUdyNjRlSC14dGVuOExFNzExai1kV0JVclotT05kSnA2UHFBQVhRRDliWVc1LXg0NGtrQmFyOWRaVDNQT1VIWjZuT3hnQkFRWWRTZEVNTnZ5SkJaSEVPeTJiUFZ5S081ajFCNkw5RHh3bXZCellXNnM1Q094TWd3WkhIUXBBSEgyQzhReVhRLUZ1UGNrRGVY |
I don’t kiss and tell | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-06 | Z0FBQUFBQm9GN3JHYzhVUkZfTE0tSkN0MEs0TXh4amJBOU1fVzBRenR3TnQ5OFZ3SWhDMmZwdzFVUGt3Q2JVSlpKOG5vYjhaeFVMSjdZRm1MSE1IVFhqdWFYSF80eGRHZ0dQMXRmdzRuV0JmYnZQckZaeVRzVW89 | Z0FBQUFBQm9GN3JHTmYwQWdUcGZSMlBoTFJWQkp6UG9RaFBJWjdWcnZDd2Nwa2l0X3FWUTJOSVFpLUhHODMtV3FZSXhwUngxa0Z3ZHhzd2xDRzZaT213NjlMVFJQMUFLWTI1amRfcXprN0IxUzlMZWN0WHV1ZWN5T21rNVVYZFdkSlVwVS0wb3BJa01GUDU3bDNXTWNvYWtSSlpOdHFKZElmYTFtTVhtSThXZ0NtSklWRzBoUm5sazVLYmdtZGQwQTdPaDFGTUZLc2xo |
No one understands a damn thing—everything's been going down almost every day. Trump is messing with everyone, and people keep panic selling. The crypto space is flooded with useless shitcoins, and actual solid projects are way fewer than they should be. I honestly don’t think we even reached the top back in December. Not sure I can even call this a real bull run, maybe the top is about to come, but who knows when.
The only thing I do know? I'm not selling. I’ll probably buy some more. But I’ve never been this disappointed in the crypto market. Time to go to sleep and wake up in 2029—maybe the next bull run will finally be worth it.
| r/cryptocurrency | post | r/CryptoCurrency | 2025-04-06 | Z0FBQUFBQm9GN3JHeWlFT2hTam5yN1prajlGVHk0SmEyTGVqYVBLQmVwRURmM3VKZi16cTRRcnlsdWNBN3Fqc2tUemNNemZGeVJYMVNqUks1RlhXaWtOa2xMcExXYjJXTUE9PQ== | Z0FBQUFBQm9GN3JHZUotQnU4S1p2c1hBN2QtY0tlT3lfaGQ1VjlNMnlCUU9LN2FmcEJNeEtoOGQ5VF9OODdLZGdfandCLUxaMTlORS0wUXRPOHc1ZFM0dkc4X2R1RC1TRFNsSWhja0VraEZUaUpiSXVTY2dvUFNrRW54a1QzS3RIUzZoc0ZjejdrOURHd29uVERwZExnd2s5MEpvMUkxVzI3ZXJra0l5a1BIMExrSm5renQwdklfTWxNaTE0Mmd2ZFZtdGVFOUlQWkE2 |
A world ending super virus couldn't crash and kill the entire market, and yet bad orange man single handled did it in 3 months time. He is now officially a legend. Good job if you voted for him. He has now turned many of us into either bag holders, or profit losers. All of this during a traditional bull run year where the prices should be ATH. 15 years of traditional crypto bull run cycles, outdone by him and his tariffs.
If you voted for him make sure you pat yourself extra hard on your back. Don't accidentally break your arm doing it though. Time to delete your crypto trading apps and I'll be seeing yall in 3 years.
| r/cryptocurrency | post | r/CryptoCurrency | 2025-04-06 | Z0FBQUFBQm9GN3JHWTVYVzd4YUhBVmM3eW5TOWstc2xRSTFtNGxKSllPUVNPTkxjRUVMXy1LVVNPdEM5cnpITFVBbWp0N1haajJDV09RTWNBY3l4Rkc2aVhiNDVyMTdsYmc9PQ== | Z0FBQUFBQm9GN3JHVmFQejUyXzh1M241cVRzejV6eDNaV2tPZzNEQ1V5bmZzU1U2OThucHAyMEtKMFVPRUljdmZFUTdFZDh1djUyeE5aNllOTE1iVFVaanpnOWZ5WUFhYXZWSkt1Nkh1X0tFTEtXQlpQOWlpc1JtdU5fdE5LSXpiRnd0YVdFdnFjbE9xUFFPME5ZMjc3Q3luaGtLODBMVlh1a2ZBMDVaWUliWncwTEloelo5ZWV6Ti1xS2x4d3hJdVpnclJOWUY0LWpIQkZnN2hnb1BzZjJBLTNWMGRHMDI0dz09 |
What keeps this project as the top dog in blockchain-enabled storage? Just curious 😰 | r/filecoin | comment | r/filecoin | 2025-04-07 | Z0FBQUFBQm9GN3JHRHpQVUJmNFJGUURkUEdiUTg5UTdPamhXTUc0OXFUb0EybS1TQno2ckhUMkNqOHcwZWVJSy1URU9kOGhwTDhOcldQNnlvcmxicG8yaDhkZGs2UzdWZGc9PQ== | Z0FBQUFBQm9GN3JHZDhPbEJGYlFDTUhiSi1LVks5SUo4bERFY2JGY3RldzJ3aVRZSkJ2YWRGb3NudmR3bi1aNVc4SEJvMHEtT2VXTy1qVHIwN2xGUlVkQVBpTUl2Nmhydi1pY3ZZYkVoVnFUUDZhV2V5R0QtMG5rNFltX0IwSnJGQ25jbjRLQUtud1F3SXFrRm1KRWZMNHR2QkhselpDN1Vva01MS3lXSVUzNkpUeEhYbnZSa0xCQTIydW5qWGFaUTRCeG1zU3hXOF85R2NtVmNqUXl5WWtpQVdtSGt0aHdwQT09 |
TLDR: Theoretically and empircally demonstrates that encouraging deep feature represenatations to be uniformly distributed improves fairness and robustness (specifically, sub-group robustness and domain generalization). Paper with code: [https://openreview.net/forum?id=PgLbS5yp8n](https://openreview.net/forum?id=PgLbS5yp8n) | r/machinelearning | post | r/MachineLearning | 2025-04-07 | Z0FBQUFBQm9GN3JHeWgtT0xYdWcxTHlsZXozMVpSQWtMUU5XNzdqY3c2bFd3T1FrWXlFdWMwTS04RjgzbGJMLXlhNWhYTXMtU0YtMmpURUQwR2NrNThNbFlRaFh5Q1AzQWc9PQ== | Z0FBQUFBQm9GN3JHanpQREZYVzNkaDVqQ21MVGpvNVRyeGxQSzdWV1ZHcFlVLUU1S3pJbTZHSFJVUGhQeXhFLUtIZk8wOXlpNjRRYnN3aTZoN3ZzekYwclJLam45TmIyOWFwMHpPNnhPYnB2aDJCYXBDUC1fSzZDVEl6a0lrQS0wazlUS3hSdlNkYXJZUFRYc2tTOEt5RGJwcFlfVTMwU1ZuNkc1MmJjQVRrb0kyY3VNc190SFAtRnpaZ0xlVjMwY0FwYUstWHZLWjRO |
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**Please follow the format stated above, your case cannot be escalated if you do not follow this process and your comment may be removed. Following the format helps us classify and identify the issues, escalate them to our relevant departments and get everyone’s problems resolved.** ***Spamming the feed is unfair to other users and will result in a ban.*** | r/binance | post | r/binance | 2025-04-07 | Z0FBQUFBQm9GN3JHUGRoSHlZSXUyNkQ5Xy1nMGZSWGRrenFFVWF5ZjhRX2RUWl8zakdXdkozWFJQdFY5S1JfQm1nZkJoLWVudG5kamtuc0wwMFBCNkl1UFJRTjM4OW1uV0E9PQ== | Z0FBQUFBQm9GN3JHTmpNck9KQVJ3eEs2NUxaWk1yRjdhangweGRUU083X3hiM19VdDlRb19nQ3Vwc3JQNmhRRFlkb1I2bWtScmJRUVlWME9uY1hTN0ZyUGdBc1Fua29rV2JueFVoR2V1X1Q4S19VWHJXMDg5a0wxbEpfaFZROGRVZ2I0X3RZc1lMUlZXQVVpVjhUZk5zamhYYWR5ZjRnVHlUYmZzWkgtVmktSmdSRkM4cnZ1dDg4PQ== |
HODL 💎
| r/bitcoin | post | r/Bitcoin | 2025-04-07 | Z0FBQUFBQm9GN3JHWXhvbGFoNXdvV1FWZ0ZtUFZsMUlNRWNyUXRwUF9CV0Nza3BDbVE1R21aWXpHWUZVLVNUZV9FeTludWRsSkNlUUdGNUxyME9sR0NUMUJsX3o1OUNXTk80UnFJNWNkVGdqZHZDXzdrTlJoUjA9 | Z0FBQUFBQm9GN3JHNldCMGdGdWs0SzNLVk0xSC1aM19EMWpTWFJQZjNsNFNpdlJzbDItbU1ZbWxGYmtsVTJLUDBTQm5jbU1QTlRncVF6R0xjcGZab0xtYl9Qa3dNcFNIR2Q2WThUY2R2SHpDUHVZUzNkMG9fMzh0NUROZTl6NHhHNk1td0hDeWpLc2EzM0RfSWxWY0FuWWtLSVBGSDhWdjZRPT0= |
Crashing hard. | r/btc | post | r/btc | 2025-04-07 | Z0FBQUFBQm9GN3JHNjNMZVNpYkJfVHdybk5Cd19pM2ZGanVtemhuTzZhVE9mdXVsUEpBSTJDVnh4dTFIVGtLWTdXRDNaSUdDUXdhalZYenNDWDZOT2h4c0QybW9FbHpTTGc9PQ== | Z0FBQUFBQm9GN3JHcm4zd0FPUzZQWFZNZEpUUnJVcG1LM3gzcy1MSzNqTUdFT2piRnF1X3daQ3JrdmZDS21fYmkwQjA0dVZrTzBXU0JBelk3SWVwM1JvVm9TbklhVjJ0dVIzSW9fZ0tHRFlPdmwyZnBxQjc5aUUxT3k1R0lSS3pabWVvdnFxa3RIUEVkc2tPRHloTWpHeGdQak1mLUItSlc3QjM3cVVOLTI5TGd4QTROYUpXWWI4PQ== |
Bitcoin is at $75000, Ethereum at $1500, Solana is at $95, Doge $0.13, Litecoin $64, XRP at $1.6.
Although I am not selling my leveraged positions, I might get liquidated in the next 2-3 days or a week.
What I learned this bull run is to never buy alts on dips in bull market, it will keep dipping until you are out of cash and/or get liquidated. I will try to buy alts at better prices next time and won't use leverage until I am absolutely certain.
BITCOIN is GOLD
My mistakes were that I invested all my cash into bitcoin sometimes at good prices sometimes at bad prices. And initially on dips I sold my bitcoin to buy alts like solana and doge since they dip more and pump more. Then when I had most of my money in alts and still had no cash to buy the dips I started selling those alts to buy the same alt at 2x or 3x leverage.
I thaught I was very smart and I thought I was gonna 4x my money in months (I first baught bitcoin at 68k more than 1 year ago), even made plans to buy some things but I was actually very dumb. I figured out the best times to buy crypto but I never learned when to sell.
This was my first cycle and I learned a lot.
Most of my money invest was earned through airdrops, so it doesn't affect me as much as it would affect a person who invested his own money to crypto.
Trump fucked us all up.(Mods please don't remove this just because of this line, I will remove this line from the post if you want)
Now I am gonna grind in my life and DCA into bitcoin and many alts, and sell at the right time the next cycle.
My solana will get liquidated at 88, bitcoin at 41000 and doge won't. That's all I hold ( I held more solana then I held bitcoin)
I am STUPID | r/cryptocurrency | post | r/CryptoCurrency | 2025-04-07 | Z0FBQUFBQm9GN3JHMFVGTTRJOWZVN3BZRUhQUWUtRWY3WktadjlIbFNsclp4MTExRVhhLVZsMldRSEgteWdqMFhQQXU5UUFJaTlZaTZNTTlPX2lHSWx1c1ZESFB5T1EyVnc9PQ== | Z0FBQUFBQm9GN3JHa2NCdURqc0NMbWFteUYxLW9sOWRBbGJWM2JxMzFkWkx0amZheGIycXllb29uU3NTRkFoV29aMkYwaXp6eHZrSzRXbGhUQ0lONDZaTkMxVzhKVnI1aGdJT1VqdXcxcjZQSDc5QmNuSElIQkJDN0MwY1VLMjZRVTNBcTVfczg4b0ZvbGpZUjRLbTh1MHRJX0VuQkVlMHhDM0FnaC1RVXRWejZzQjRDV0VySWFXY1BSN053Z2FIeWQ2eGFPSGZTaXEx |
🚀 VarNet is an end-to-end deep learning framework trained on hundreds of whole cancer genomes to detect somatic variants with high accuracy — no hand-tuned heuristics.
Published in **Nature Communications**, it achieves state-of-the-art performance across multiple benchmarks.
👉 **Paper:** [https://www.nature.com/articles/s41467-022-31765-8](https://www.nature.com/articles/s41467-022-31765-8)
👉 **Code:** [https://github.com/skandlab/VarNet](https://github.com/skandlab/VarNet) | r/machinelearning | post | r/MachineLearning | 2025-04-07 | Z0FBQUFBQm9GN3JHbXdERHR1NGpKM2FKYlkyakNjTVBTZ09qUE9oYm8ydy1VSjMxZXpFTEhVc0tYNGd6MzZmWGJpVTdzMWZOT3VWblV2eGxmczBoQXZqOXVnM1NWR1VvY2c9PQ== | Z0FBQUFBQm9GN3JHYVFiRzN4NDZiMVBRX3BxdHpwZTVVTVNuZTFmdkdMa0I4d3VySDVUN1RuLWJvdTZiQnl0ZUlrRnZCeDRNVDk1NWVrUFBkWk80ZFRpX3BvYjVxM01jRGhRaFJlNzVDbklsaU5Eazk5SUxLS1hMNmZmdm9NeVNuRW04dUxsdERVVVlCNWlZQ1lwQmdzWHAwYUxXRXZKV2NMcVRac21tQlRRbHNyRlQyQjNPNzFnc3ZPUUw5Y2k3V2dJeUYyTWI4SFZNSUk1eHUzMTBxUGVwQlFfdUN1U3NtZz09 |
Given the success of the previous MAAMs ([see here](https://www.reddit.com/r/Monero/search?q=maam&sort=new&restrict_sr=on)), let's keep this rolling.
The principle is simple: ask anything you'd like to know about Monero, especially the dumb questions that you've been keeping for you every other days, may the community clarify it all!
Finally, credits to binaryFate for starting the concept! | r/monero | post | r/Monero | 2025-04-07 | Z0FBQUFBQm9GN3JHZGk4MmQ5WXJua0VjMFZqZVJrU2JCdnN3ZVhHRlYyc2YzOXZ4R25JaHgwck5kS0t0OHI5SXhBSVpKZTlXR1BwYlowV0hHZFlOUTFfWjhJa2s0cGRrUmc9PQ== | Z0FBQUFBQm9GN3JHeXhadTdaZmotdEwyVVB1YUI1N3lyMGtFdHVnUEtzMXVDaWdtZTdiVFJRT3MyblBDZmllZld6alpScWJQRlFSYXQxN3VCMG14STNIZnNxSXBjT3o0VVUySEc3LTdmZWY3SUEzd1dUczF0bDEwS3BjTFo2N1dRaXp1NUZPM1FZN1k0NzhVUDVCb2ZqNGM1RjY3SVlNaDhHWjZrLUpySkFoUXJuSFdXSEZZa3FqaFVGRGF2dW4xcWdiei1EODFZYjBE |
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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/EthereumClassic) if you have any questions or concerns.* | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-07 | Z0FBQUFBQm9GN3JHRlVNbTlZYmtrQnF1enkwdTFza1VhR1pCS3d4NGYxLTBLZWRuamZ1M1AzQzdHTC1ra3VTV241VHQ1WEpBWGZ0RDdzRlBTTnZldkZjUlFDaHlUc3BKTGc9PQ== | Z0FBQUFBQm9GN3JHZHJiQWEzejIycEpfcVlMVXRLRGZ4aS1OOE1pNEU0aDk3Qk1NTUlHTVY0bXRYWi1BYWJVU2h2UEh2Y0pybldQZUQzZWtJa25GSkFRM0xxM2VXWTFadndMMlNpZnBCcnBPdVlac0dwbjhXMFVFcXNmdk1Bd0QwRkxZVEQtY3RJUWk1NnRtTDlrczNvcDdXdmJ5Zm9peE8wLUNFYW8wT0FTMmk0b05PcDV3cUx4VWFqUlRzMWRNUW1uUk5ETkJTdnhLeC1EdXd5bHNfZUhKekd6RTAxWlJvOG96cGtyMTE4LTkyTEVQbmd4Q1FFYz0= |
The U.S. Suicide Hotline:
Dial 988, text 988, or visit 988lifeline.org for online chat. 988 is a free, confidential service available 24/7 for anyone experiencing emotional distress, a mental health crisis, or thoughts of suicide. You can call, text, or chat with trained counselors who provide support and resources.
Ending your life over financial loss isn’t worth it.
Hold your head up high. It will get better. But if you’re feeling any distress, or want to talk to someone, they are here for you, so are we.
| r/cryptocurrency | post | r/CryptoCurrency | 2025-04-07 | Z0FBQUFBQm9GN3JHQVVQNXc2Sk1iSUlZd0E0TlNMOFhfZWhkOE0zeFkzSnFrY0xOSVl3U21LUDVibG9EYjYzV08ySF9abHhHTVZ0Zkt6SGFtM2w2MUxYSy1jOWZEZ283SWc9PQ== | Z0FBQUFBQm9GN3JHN2pJN3RQdmdCU3pRaGtoRURyb3hRSWJaaGtJOEZXUTNNY25hamIzSFRGd09WYkcxZ3VoOVpzLTdQeURzajlrUFFYbXM3QzI4TDNKbmQxb0s0X1gxTERwcjNsOWpqa3lrWHpfbmYwMFNJY1dXcjVUQmtBRmhTT0NPMnNzcDZNRFMyZGg1empHeWg5YUR2b05mRF8xZU5ENjFDLVk1LVVYQnJTWEVFV29ZMExjPQ== |
Hello everybody , I used Swappix service to exchange XMR to USDT but it turns out this service is a genius and decided that monero can be checked on AML and as it turned out my monero did not pass the check....
They throw me to the mail and try to slow down the process while they are already wasting my monero. I asked for a refund and got ignored. Maybe someone knows what can be done with them ? How can I get my monero back?
[https:\/\/swappix.io\/en](https://preview.redd.it/qyx5qythgete1.png?width=2568&format=png&auto=webp&s=83f77b4bc47fea71e18a56633c9c11810b5cf986) | r/monero | post | r/Monero | 2025-04-07 | Z0FBQUFBQm9GN3JHTGdYU2dzNUw2eEJXUzFrNllhUEFpU2dpYzkwMl9OdkpaYU83NVMwRDJUTnoyLWY4aklFal9xLTNEYkxtMFg3emw4N2g1aWtyRGpici1Mbl9tYnNublE9PQ== | Z0FBQUFBQm9GN3JHQk91WE5PcWFXYVVGY1NEZWp3U3VRREgtdzFaZ2duTXRXb0t4OGdndTJSM2NnZVFFUjFXU04zSnJNd3YwX2tacGl4UUJTWlppSWt3Mkpta2pJejBGY3V0ckFQM2RibFJ3R1VxZFc4anZ3VEoteXVILW1OVHdDT0IwRkF4SUNGSXBNMEp5cWt2TzRGcU9JdU54TWg2YjBkQ0dWSEg3eTN5ZW5CQVBlWW1SOFJQd2tqekF4UEZsdXpWczV0UkhpNERK |
We’re excited to open source `docext`, a zero-OCR, on-premises tool for extracting structured data from documents like invoices, passports, and more — no cloud, no external APIs, no OCR engines required.
Powered entirely by **vision-language models (VLMs)**, `docext` understands documents visually and semantically to extract both field data and tables — directly from document images.
**Run it fully on-prem** for complete data privacy and control.
**Key Features:**
* Custom & pre-built extraction templates
* Table + field data extraction
* Gradio-powered web interface
* On-prem deployment with REST API
* Multi-page document support
* Confidence scores for extracted fields
Whether you're processing invoices, ID documents, or any form-heavy paperwork, `docext` helps you turn them into usable data in minutes.
Try it out:
* `pip install docext` or launch via Docker
* Spin up the web UI with `python -m` [`docext.app.app`](https://github.com/nanonets/docext)
* Dive into the [Colab demo](https://github.com/nanonets/docext#colab-notebook)
GitHub: [https://github.com/nanonets/docext](https://github.com/nanonets/docext)
Questions? Feature requests? Open an issue or start a discussion! | r/machinelearning | post | r/MachineLearning | 2025-04-07 | Z0FBQUFBQm9GN3JHV3Z1SU5MT3ZUUGJaTjlWbUloeVdYOEFubHQ4amZFNlNEOUMxaERneEN0Z2Qtbm1rNEtxQXF2a2RJaU9Tc3NUZWxkRzNGcXFpRkNJcjFvbGk0MmtjQnc9PQ== | Z0FBQUFBQm9GN3JHYkRGTVg5WncxZ3BQLUNDYjNZS0xyQVh0Nmw3b3I5SVF5ZmNBQllsRkd0ZWdUR0g1N0FDWHBzRTZ2YzVDVVZxcVpZajVjQTJRb2J4M2RISjBiSXRpUVVocGpvdUtlTWFUN0RLSTRVYlN4UUkzdGNtN05laVRyXzVzWktsbENKeDlRaW5hWlp4R0puRWw1VW9OWkNuVGlGdWRFTEdmektxS2IxaENDYnhVWUpoU05PX1NhRVNSczczTzEtWWpqLTVNNHVBU2RXYS1Fd25GemtDUUJyTElpUT09 |
When prices were rising almost everyone here was like:
"Yeah, Bitcoin will definitely rise to 200k, the bullrun is not over yet, HODL, don't sell, diamond hands".
Now that prices are going down almost everyone is like:
"It will dump more, maybe Bitcoin will hit 50k, this is the most disappointing bullrun ever, guess I'm gonna sell and wait for an opportunity".
And you know what the best part is?
If people would just look at previous cycles, they would see that Bitcoin's price historically always do exactly what is doing right now, and that only by the end of the year prices sky rocket like crazy. Until 2025 ends, it's too early to say if the bullrun is over or not.
So basically, almost everyone dont know anything about Bitcoin and are just trading based on emotion. Like everyone else who did that, they will get screwed, and I will probably buy their Bitcoin with a discount, so at the end of the day is just nature doing it's magic. | r/bitcoin | post | r/Bitcoin | 2025-04-07 | Z0FBQUFBQm9GN3JHcnNyZHJseXc5bW9mR3BDZnR0cTlvNVRxQ0pGbkhQb2NyQjJxM3l5NE50WWhDUGhmXzhqUU9pei1SMmRFN3pPbTZWSjZhWUZaY3NoZFpXSTJoR2F1UVE9PQ== | Z0FBQUFBQm9GN3JHN3FnX2pZZUw5SGhiVGN2S1JTOXFQWmFDNXlldnUySDc1d0tyQzBfN0NyQmVHV0FmdlhVX0FETW9HTC11ckx0QWhSVmtwNTFZU2l5elhnaWRIOWVlS3RkalNtVDIwZXoweXBnWFdOQlE1WGdfUEN5YTJaU3NWbFpuZkdtbFNoUGRQRDN5cHQxVE9PaDluX1FoMDdjN2lWbGJLMzVtd2daTzB2ekU3Z3EweEdpT09STkpPNXFGeDZvbkd2aXpUaGtwZzNEcElYeDFfSVppZmM1d0FvNVRSUT09 |
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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/EthereumClassic) if you have any questions or concerns.* | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-07 | Z0FBQUFBQm9GN3JHN2JKMjZNaHpieFZLblZra1BrZGtEeWhYbkt6SEVGVnMwR0FHMG53cExNZkFjYnhKUk5SWjIyakllR1pWNEw4TFlydGV5aFZBN18xZVpod0gxSVZWeUE9PQ== | Z0FBQUFBQm9GN3JHUzhwblllT2ttYS1WQW0tS1NEcnlqUFJjM0tDLTRKaWdpQVVyN3ljaDlJQlB0Skp2czVJbXV5eGhtaE5qWG1pSV9Lb28wMDRTTFZFWDRMOG5qRWNfa09uVWxNNUhXY2U2d0dNeWpFU1VGcmEwVTJZYlZ3S09NcUlGS3ZJa18yVzh6VG0wdEZtVE5iNkp0ZEJYT2RlTmtZWGx4VVUtQTE1QUlrckFMNmdlUkJSMER1THV4eTktZGl6TGVGOHA3SWZOSWtLM2g2M0dlRndVa2JWLVdvRndrdz09 |
Yea…..that really worked out for the world didn’t it? One hundred years from now present day Americans will be thoroughly studied in the history books as an example of what NOT to do. You all had such a clear path to success and victory. It was literally right there in reach. Instead you all chose a Christofascist Oligarchy lmao. Like who in history has elected a wannabe dictator, then elected a guy to come in and fix everything he screwed up AND THEN RE-ELECTED THE DICTATOR AGAIN!!!!???? 😂
I always gave Americans the benefit of the doubt but they really are too stupid for democracy.
Enjoy your “gainz” 😂 | r/cryptocurrency | post | r/CryptoCurrency | 2025-04-07 | Z0FBQUFBQm9GN3JHZjVWdzRVQmJveWlxNGJSUjZTVExVMGF4Q1BhM3Z4VmpXMDlCY3dhbmxkRERlRmhYTWlYSXZORU1Ham9jZGdGS2FFQXlSYjFSYmpFbjRxMXpFY1k4Rjl0T19EVlVCLXU4bXFUdVM5WGZQTjQ9 | Z0FBQUFBQm9GN3JHZ3pZdHBkaTNVOTVyVERwZTVWdXpOWmtmbzJiYVdodGZwQ21OUkczYl92dnlubG9YT2x2U0pjak1xa1pETzZhS1BHTUdtUDI4SjJwLWQxdkVjZnBJWElBSGFCalBnbEVyYVJqY3Z5ZWRuVUcwbTFPaG5yRWV1NGxrT19WcDJ5bWUzTnJaVTZtSk95bWRoTW0zaGdBRms2WTZFZldFQnFINXFEdDZEWG91OGRVWHg5cEtQb3FyNlZSVHJ1ajlsdEcy |
Stanford University’s [Institute for Human-Centered AI (HAI)](https://hai.stanford.edu/) published a new research paper today, which highlighted just how crowded the field has become.
* [HAI Artificial Intelligence Index Report 2025](https://macro.com/app/pdf/e10d9df1-f135-4681-b377-8a6c72ec07f8/)
Main Takeaways:
1. AI performance on demanding benchmarks continues to improve.
2. AI is increasingly embedded in everyday life.
3. Business is all in on AI, fueling record investment and usage, as research continues to show strong productivity impacts.
4. The U.S. still leads in producing top AI models—but China is closing the performance gap.
5. The responsible AI ecosystem evolves—unevenly.
6. Global AI optimism is rising—but deep regional divides remain.
7. AI becomes more efficient, affordable and accessible.
8. Governments are stepping up on AI—with regulation and investment.
9. AI and computer science education is expanding—but gaps in access and readiness persist.
10. Industry is racing ahead in AI—but the frontier is tightening.
11. AI earns top honors for its impact on science.
12. Complex reasoning remains a challenge. | r/machinelearning | post | r/MachineLearning | 2025-04-07 | Z0FBQUFBQm9GN3JHVFd2Q1dwbFNfQk9pS0NOSEpyeEZvQTJaTmJJMTVFMTRfVGNsdnhlR2lHMDlvVERXRlFSSnFOUERZWE4xWGV4RFNqZXhfbk1IN081UkVUaWxZaWxQVWc9PQ== | Z0FBQUFBQm9GN3JHSmFfV3NHWV9YUmU0bFpNTGJNbm84dUtWZlNrV2hKRzZ0XzFKZVBDRG5QamI2RmdhYTh4ZjRGNWp6Vm92a1VPUGZEOHRWMWhwM2JGdG1XTzRpMGlpVWgxS09LUFlfVHAtdkdTbnJkN0lDUXdXRVlkR1ltdVhZSC1wbjdXZ2FEMWk4bWdGQzFPMk1QVjk2UU1MUGNlYUlPclN2QTZid1pjRlZxVW9nRGlhbjNrRnBSYWVPcFdFYkhWYTRtQVBaZ0pXUEtnRTZtLXlPa1ZFUlZscGhJTWtSdz09 |
Exodus has [announced](https://www.exodus.com/support/en/articles/10862085-what-should-i-do-with-my-monero-xmr-before-support-ends) they are phasing out their Monero support. We've partnered with them to offer a new home for Monero users on Exodus. Switching wallets doesn't have to be a headache; whether you're new to crypto or a seasoned user, we've got you covered.
# Why Cake Wallet?
Cake Wallet is designed with your privacy and convenience in mind. It's a user-friendly, open-source, noncustodial wallet that lets you manage, swap, and spend your digital assets securely. Plus, with features like easy swaps and Cake Pay, you'll find it's more than just a place to store your Monero.
* Easy swaps between currencies
* Buy/sell crypto in-app
* Available on both mobile & desktop
* Purchase hundreds of gift cards (including prepaid Visa!) all around the world
* Strong security features
* Open source
* Industry-leading privacy features
# Two Easy Migration Options
**Recommended: Create a New Wallet in Cake Wallet (Quick, Easy, Secure)**
This is the fastest way to get started. By creating a new Monero wallet in Cake, you'll benefit from the latest security features and a simplified 16-word seed phrase (Polyseed). This will also give you a clean start and reduce sync times.
1. Install Cake Wallet (available on iOS, Android, macOS, Linux, and Windows).
2. Create a new Monero wallet and follow the on-screen instructions.
3. Send your Monero from Exodus to your new Cake Wallet address.
4. Confirm your funds have arrived.
Creating New Monero Wallet in Cake Wallet
**Advanced: Import Your Existing Exodus Wallet (For Transaction History)**
If you need to keep your transaction history, you can import your existing Exodus Monero wallet. This method uses your 25-word seed phrase.
1. Back up your 25 word Monero seed phrase from Exodus. **(Important, keep this safe!)**
2. Restore your wallet in Cake Wallet using your seed phrase and creation height.
3. Wait for the sync to complete, and your history will be visible.
**Quick Tips for a Smooth Migration:**
For the fastest migration, we suggest using the new wallet method. It's simpler and takes less time.
* Always double-check your wallet addresses to avoid errors.
* Consider sending a small test transaction first to confirm everything is working.
* Keep your seed phrase safe and secure. Never share it! Even with us.
After migrating, take some time to [explore all the features](https://cakewallet.com/) Cake Wallet has to offer. Swap cryptocurrencies, make purchases with Cake Pay, and enjoy the freedom of secure, private transactions.
**Need more help?**
Jump into the full, step-by-step migration guide below to make the transition a piece of cake: [https://docs.cakewallet.com/tutorials/exodus/](https://docs.cakewallet.com/tutorials/exodus/) | r/monero | post | r/Monero | 2025-04-07 | Z0FBQUFBQm9GN3JHcW1KWURmUjY5bGtFMXZwUEVLRkJVb05jU3FfSFVrVnZGdEJ6RkVMek9BQndoV0U1YW1IVXRqRnV2RWpjUFVGMTZ1SzE4amdIeEJqT0ZMa2FYcGZQYkE9PQ== | Z0FBQUFBQm9GN3JHNE53dHFBQmRLQjBqTHVkelpVMDhfS3lvMmQ0N2JLWDEwSXBkN0FmUU02Rm9RX0RGQ3dXa2FBMFNZZnVXNkZQQ243SlBQTTJzSUI4Q2lHcVR4QXNrV2NwYUdCbkQ1Snd1X3phdElsNzkxWmp1MlZPbGk2QjlUd3o5dmItYXVVbjV1aWVxdk9aSngwVWZZSVZqTmRfZDU5WjZHS2traU5WNEwzVzRaVDRiTWVtWDlNVjlRckx3cVV3dThqWTNtMUNLbER0azJJbWVSVXlRdThvYlJRSF8zdz09 |
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