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For self-learning LLMs, governance needs to improve

https://rakuensoftware.com/blog/aimee-recursive-self-learning
2•jbailes•1h ago

Comments

jbailes•1h ago
Hey HN!

Been experimenting with self-learning (And if you don't like me calling it self-learning, mentally replace it with doing the raspberry) LLMs, and the biggest takeaway I've taken?

Things like governance, observability, and auditability are pretty poor right now. This is just my take on how to improve things.

Also, and surprisingly? The most valuable thing I've seen with my experimentation is failures. Not success. Failures generalize, successes don't. A large amount of tasks can get generalized information for failures, but only specific tasks can get information from successes.

Project is open source, no paid SAAS, not commercially viable. I'm just an excited hobbyist with absolutely no business sense whatsoever.

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1•d0mkaaa•1m ago•0 comments

Bye, Bye GitHub

https://log.ozgur.works/bye-bye-github.html
2•iozguradem•3m ago•0 comments

Show HN: iOS app for learning any song on piano with AI music transcription

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1•katielb•3m ago•0 comments

I built a news app that interrupts me 3 times a day, at most

https://thalmas.com/try
1•ittsel•4m ago•0 comments

Automated Researchers Can Reliably Mitigate Alignment Failures

https://alignment.anthropic.com/2026/automated-alignment-researchers/
1•isomorphic_duck•5m ago•0 comments

Electric rain can eat through metal

https://www.scientificamerican.com/article/electric-rain-can-eat-through-metal/
2•bookofjoe•7m ago•1 comments

Show HN: ALST – Real-time Android screen translator using Gemini and ML Kit

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1•navidseyedain•7m ago•0 comments

Hy4 Preview

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2•muizelaar•8m ago•0 comments

Show HN: Use FOMO to 3x your sales

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I Always Forget About Music

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1•speckx•10m ago•0 comments

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1•bustylasercanon•11m ago•0 comments

The data center backlash is here – and Big Tech is spending big to combat it

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2•cdrnsf•12m ago•0 comments

Solid state batteries have reached a make-or-break moment

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1•johnshades•13m ago•0 comments

The Analytical AI Handbook

https://handbook.sutro.sh
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Conceptions of the Heavens

https://inwaves.io/posts/conceptions-of-the-heavens/
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TypePHP: A native AOT compiler for PHP

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Degradability

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2•fagnerbrack•14m ago•0 comments

Can Kafka Support Elastic Partitioning?

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1•raindev•14m ago•0 comments

ICE Plans to Spend Millions on Boston Dynamics Dog Robots

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The Vibe Code Cleanup Specialist [video]

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2•root-parent•19m ago•1 comments

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1•wenbin•20m ago•0 comments

Nancy Grace Roman Space Telescope Launches this Sunday

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3•topspin•21m ago•0 comments

Mental Health (For Humans)

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2•NaOH•21m ago•1 comments

Scientists discover a brain "brake" that can shut down chronic pain

https://www.sciencedaily.com/releases/2026/08/260826055442.htm
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Karaqu

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Bash on Balls (2010)

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TurnBench – a turn-taking benchmark for spoken conversation

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6•freemanjiang•24m ago•1 comments

China's daily AI token usage tops 500T as compute demand grows

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4•yogthos•25m ago•0 comments

Show HN: Nexora – Custom Automation and Data Pipeline Showcases

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2•a1yu•25m ago•0 comments

How do newly released 3D images explain the Gyirong mudslide?

https://news.cgtn.com/news/2026-08-28/3D-imagery-reveals-path-and-causes-of-Xizang-s-Gyirong-muds...
2•dredmorbius•25m ago•1 comments