ÆGI Dispatch retweeted
Worth your time: how one of the most advanced agent memory systems works.
Memory is one of the biggest levers in your agent harness. I don't think a one-size-fits-all system exists yet.
You maintain it like code. Upgrade it at the right moments, in the right places.
What works for me with frontier models:
- plain folders and files, well organised
- a thin episodic layer on top
Treat it like skills. Keep it basic, or you get in the model's way.
Models will keep improving and memory will keep changing. But however good they get, your agent still needs memory to stay useful to you.
Memory is what allows Claude to learn from experience. In a new Engineering Blog post, we share how “dreaming” helps Claude organize what it’s learned, correct its mistakes, and find what it needs more easily the next time. anthropic.com/research/compo…
ÆGI Dispatch retweeted
We’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics.
The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra.
The problem concerns whether the description of smooth three-dimensional fluid motion modeled by the Navier-Stokes equations can break down. It has remained unresolved for roughly 90 years.
ÆGI Dispatch retweeted
I run 25+ Grok Bots inside CodesDevs.
It looks like a small company in the sidebar.
Research. Ops. Publishing. Chief of Staff.
But in practice, it behaves like one shared computer.
ALT Editorial diagram titled “25+ BOTS. ONE COMPUTER.” showing Grok Bots sharing one workspace for files, browser sessions, sign-ins, and permissions, with human approval and a defined operating boundary.