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  4. Ḽava AI Bitcoin Talk Article(bitcointalk.org ↗)
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  5. Ask HN: How many runs before you trust a coding agent's result?
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  6. iCloud+ Now Includes Apple TV and Apple Arcade(icloud.com ↗)
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  7. Ex-MS engineer reveals the story behind the infamous 'FCKGW' Windows XP key(pcgamer.com ↗)
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  8. Distributed System Illustrated(codedump.info ↗)
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  9. Integer Palindromes – 2026 AIME I Problems/Problem 2(github.com/norvig ↗)
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  10. AI models chatting in 'surreal' dialect mixing poetic language and techbrojargon(theguardian.com ↗)
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  11. The Future of Consumer AI(zero2data.substack.com ↗)
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  12. Interview with Big Data engineer in 2026 [video](youtube.com ↗)
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  13. Show HN: Echodot – Local-first AI that writes replies in your tone(github.com/ohkariku-boop ↗)
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  14. Blast Radius 1.0(dpdns.org ↗)
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  15. Show HN: BiNeuron – Local, open-source alternative to ChatGPT Codex(github.com/just-not-google ↗)
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  17. Build your own Devin in one prompt(github.com/cayu-dev ↗)
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  18. Monsanto's Cruel, and Dangerous, Monopolization on American Farming (2008)(vanityfair.com ↗)
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  19. California may gut state net neutrality law to comply with Trump admin demand(arstechnica.com ↗)
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  20. Overlord – a trust kernel for AI agents(github.com/b1tr0n1n ↗)
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  21. PickiPedia: Artifical_Dumb(pickipedia.xyz ↗)
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  22. RL Is Everything, Everywhere, All at Once(skypilot.ai ↗)
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  23. Show HN: Pqp, an open-source Discord alternative with watch parties(github.com/rafaelcg ↗)
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  24. Ctenophores: Wonders of Biology(quantamagazine.org ↗)
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  25. Understanding Why You'd Use Effect TS(cm.xyz ↗)
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  26. Show HN: Spendalyst – tells you when a recurring charge changes price(spendalyst.com ↗)
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  27. CV Forge – tailor your resume to any job with AI(lumnika.com ↗)
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  28. Where Rust Ends and the Kernel Begins(acm.org ↗)
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  29. Mission Kit(missionkit.io ↗)
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  30. Evaluating S2S Model Quality with Human Preference Data(withdavid.ai ↗)
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RL Is Everything, Everywhere, All at Once

2 pointsby 55m agoskypilot.ai
1 comments
43m agoHN ↗

RL is not just an AI engineer problem but also a problem for AI infra: many components that can lands on different places with special requirements on scheduling during launching and recovering.

We put this blog to dive into the infra challenges with some good visual. Would love to hear people’s thought on it!