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README.md

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+title: Osmosis
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-Edit this `README.md` markdown file to author your organization card.
+### Unlocking AI self-improvement — at production scale
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+The next generation of AI systems must *learn from experience*. That’s the missing piece for truly productive agents.
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+**Osmosis** enables real-time reinforcement learning in production — so AI can adapt, improve, and personalize continuously.
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+---
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+### We’re Hiring
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+We’re building a world-class engineering team.  
+If you're excited about making AI learn in the real world, [reach out here](mailto:founders@gulp.ai).