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A developer posted a new local LLM agent framework on Hacker News that introduces persistent memory and learnable skills capabilities. The framework allows agents to retain information across sessions and acquire reusable skills through interaction. This moves local AI agents closer to practical, long-term automation without cloud dependency.
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Asher Labovich - Looped transformers promise test-time compute scaling by spending more iterations on harder problems, but it remains unclear which architectural choices let them extrapolate to harder problems at test time rather than memorize training-specific solutions. We introduce a fixed-point based framework f...
Federico Pierucci, Matteo Prandi, Marcantonio Bracale Syrnikov et al. - This paper advances a methodological proposal for safety research in agentic AI. As systems acquire planning, memory, tool use, persistent identity, and sustained interaction, safety can no longer be analysed primarily at the level of the isolated model. Population-level risks arise from structured ...
Swarms is the result of months of work where I have spent time tuning my memories, skills, and creating prompts which create consistent results when using agent teams.I originally put this in a plugin to share it with co-workers, friends, and family so that they could achieve similar results to what I was achieving without having to learn all the different whack-a-mole strategies to keep Claude in check.This was especially helpful over the last week where making some surgical changes allow
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OpenAI is massively expanding its developer tool Codex: the AI can now control a Mac on its own, generate images, remember preferences, and keep working on tasks autonomously for weeks. The move takes direct aim at Anthropic's Claude Code. The article OpenAI turns Codex into an always-on coding agent that watches your screen appeared first on The Decoder.
Codex can control apps on your desktop like Tic Tac Toe. | Image: OpenAI OpenAI is beefing up its agentic coding and development system Codex with a suite of updates that let it use your computer, generate images, and remember from past experiences. Codex will now be able to operate desktop apps on your computer, OpenAI says in a blog post announcing the update. It can work in the background, meaning it won't interfere with your own work in other apps, and multiple agents can work in parallel
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