Recursive Language Models (RLMs) represent a powerful new paradigm of inference-time compute. We discuss many different ways to apply the principles of RLMs to coding agents, towards higher performance and reliability. We briefly define RLMs, showcase many…

Think about a character you've spent 100 hours playing in a video game like Skyrim or Elden Ring.

What exactly is your character?
- Is it the game engine (the loop)? No.
- Is it the PlayStation console (the compute)? No.
- Is it the controller (the tools)?…

AI coding agents are changing what it feels like to be a software engineer. For a lot of us, that's challenging our sense of craftsmanship. If agents are writing the code, do we lose the joy of building?

I don't think so. The building moves up a layer.
…

Your persona-eval pipeline rates an Alexander Hamilton simulation at 80% personality fidelity. It is also rating a Hamilton who sounds like he has read his own Broadway musical. The dominant failure mode of every character-based AI system now in production…

As AI systems evolve from chat interfaces into autonomous agents capable of reasoning, planning, and tool usage, traditional evaluation approaches are breaking down. Offline benchmarks and static datasets fail to capture the complexity, non-determinism, and…

Imagine a genie grants your wish and materializes the best engineer in the world, John Carmack in his prime, to work on your codebase. The catch: he can only see a tiny corner of it, and he forgets everything between interactions. No matter how good he is…

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The stress test has moved to the next phase.

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Money in the bank offers no shield against devaluation. Paper money...

Money in the bank isn't finite like gold. Governments can tax and t...

Why Gold Isn't Enough: The Bitcoin Advantage!Discover why stackin...

Bitcoiners are more optimistic about technology than people realize...

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O Panamá acabou com o modelo "caixa postal". A Lei 526 de 2026, sancionada em 28 de maio pelo presidente Mulino, obriga toda empresa de…

I literally gave Claude access to my AWS account and had it build a...

Dear all, I’ve drafted companion BIPs for Segregated Data (SegData), a soft-fork block region for arbitrary data (data without an intent to transfer value). SegData entries are committed in-block through a separate Merkle root and validated at the tip by…

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