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Self-Adapting Language Models Is the Way to AGI?

https://jyopari.github.io/posts/seal
2•nerder92•2h ago

Comments

reify•2h ago
Boring!

June

https://arxiv.org/html/2506.10943v1

https://www.researchgate.net/publication/392629858_Self-Adap...

4 months ago:

https://news.ycombinator.com/item?id=44271284

The fantasy boosters in full AGI phallus stroking kit:

Two close friends of mine who were math prodigies that went on to do ML very early (mid 2010's) were always talking to me about an algorithm that sounds similar to this:

This is wild!

"when assessed by Claude 3.5 Sonnet’s production-grade RM, our unsupervised assistant policy wins 60% of head-to-head comparisons against the policy trained with the human-supervised RM." So now the models can even post-train the new models better than a human can

This was my first idea as well. Keep training continuously and redeploy clones after each cycle. From a layman perspective this seems reasonable :thinking:

and finally a realist!!!!!

khalic 3 months ago | root | parent | next [–]

There is no sign that LLMs are capable of general reasoning, on the contrary, so hold your horses about that. We have proven they can do basic composition (as a developer, I see proof of this every time I generate some code with an assistant) which is amazing already, but we’re still far from anything like “general intelligence”.

Amplituhedra and Origami

https://arxiv.org/abs/2410.09574
1•westurner•7m ago•0 comments

Diane Keaton, Oscar-Winning 'Annie Hall' Star, Dies at 79

https://variety.com/2025/film/news/diane-keaton-dead-annie-hall-1236546710/
2•timr•12m ago•0 comments

Arab states deepened military ties with Israel while denouncing Gaza war

https://www.icij.org/news/2025/10/arab-states-deepened-military-ties-with-israel-while-denouncing...
2•wslh•13m ago•0 comments

Tools Amplify Culture – Platform Engineering

https://platformengineering.org/blog/tools-amplify-culture-the-real-key-to-developer-productivity
1•gaurav324•14m ago•0 comments

Recent Node.js Features That Replace Popular NPM Packages

https://nodesource.com/blog/nodejs-features-replacing-npm-packages
1•jakub_g•16m ago•0 comments

Show HN: Benchmark AI on your actual code (GPT-5, Claude, Grok, Gemini, o3)

https://codelens.ai
2•codelensai•19m ago•0 comments

Programming Space Game for x86 in Assembly Without an Operating System

https://hackaday.com/2025/10/10/programming-space-game-for-x86-in-assembly-without-an-operating-s...
3•indigodaddy•21m ago•0 comments

Ask HN: Abandoned/dead projects you think died before their time and why?

3•ofalkaed•22m ago•0 comments

Kraken Rockets Blocks

https://forum.kerbalspaceprogram.com/topic/228176-krb-kraken-rockets-blocks/
1•marbu•22m ago•0 comments

Make Dictation Your Prompting Superpower

https://elite-ai-assisted-coding.dev/p/make-dictation-your-prompting-superpower
1•intellectronica•29m ago•0 comments

Ever Need to Recover Stolen Crypto Contact Proficient Expert Consultant

1•fisherstanley•31m ago•0 comments

California's Wine Industry Is in Crisis

https://www.wsj.com/articles/californias-wine-industry-is-in-crisis-4f246efb
2•JumpCrisscross•32m ago•0 comments

Show HN: Vello's high-performance 2D GPU engine to .NET

https://github.com/wieslawsoltes/VelloSharp/releases/tag/v0.5.0-alpha.1
1•wiso•36m ago•1 comments

Datastar response to allegations

https://data-star.dev/essays/greedy_developer
30•alvaroflm•42m ago•1 comments

What works well and doesn't with AI coding agents in October 2025

https://mdelapenya.xyz/posts/2025-10-10-coding-agents/
1•sakoht•43m ago•0 comments

Testing Language Models: Engineering Confidence Without Certainty

https://www.gojiberries.io/testing-when-inputs-are-unbounded-and-outputs-are-stochastic/
1•neehao•46m ago•0 comments

Show HN: WordPress plugin that lets readers fix your articles (via AI prompts)

https://github.com/atraining/post-digest
1•chelm•47m ago•0 comments

Show HN: Sprite Garden - HTML Canvas 2D sandbox and farming

https://kherrick.github.io/sprite-garden/
2•postpress•52m ago•0 comments

The story of X-Copy on the Amiga

https://spillhistorie.no/2025/10/10/the-story-of-x-copy-on-the-amiga/
2•onename•1h ago•0 comments

Plasma: The fourth state of matter drives sustainable carbon upcycling

https://phys.org/news/2025-09-plasma-fourth-state-sustainable-carbon.html
2•PaulHoule•1h ago•0 comments

Radio Row and the Fight for Lower Manhattan

https://www.archives.nyc/blog/2024/1/5/radio-row-and-the-fight-for-lower-manhattan
3•richardfontana•1h ago•0 comments

Show HN: I sold my side project for $70k at age 17

https://twitter.com/ahmetbuilds/status/1977105584915988613
1•ahmetd•1h ago•1 comments

Ask HN: What's the best alternative to Dragon NaturallySpeaking?

1•Openai2•1h ago•0 comments

LogBuddy – track fitness, food, weight, and periods

https://github.com/aabiji/logbuddy
1•aabiji•1h ago•1 comments

Diane Keaton, 'Annie Hall' star and ROM-com legend, dies at 79

https://www.washingtonpost.com/style/2025/10/11/diane-keaton-obit/
6•bookofjoe•1h ago•2 comments

A Memo in a Bunker, Intercepted Communications and Hamas's Oct. 7 Plans

https://www.nytimes.com/2025/10/11/world/middleeast/israel-hamas-plans.html
2•wslh•1h ago•2 comments

ElementaryOS - The thoughtful, capable and ethical replacement for Windows/macOS

https://elementary.io/
5•donutshop•1h ago•0 comments

So What Now?

https://micro.mu/blog/2025/10/11/so-what-now.html
3•asim•1h ago•0 comments

How Many People Have Ever Lived on Earth?

https://www.scientificamerican.com/article/how-many-people-have-ever-lived-on-earth/
1•bookofjoe•1h ago•1 comments

Building a local LLM powered media search and organiser

https://ikouchiha47.github.io/2025/10/02/media-search.html
2•argentum47•1h ago•0 comments