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PRISM-M: A Recurrent Framework for the Formation of Stable Internal Neural Models

How transient neural representations become integrated and stable enough to function as internal neural models remains incompletely understood. Grounded in efficient coding, Bayesian and predictive frameworks, recurrent and attractor dynamics, neural state-space models, and systems neuroscience, the Principle of Representation Integration for Stable Models (PRISM) proposes five operations:…

We haven't written up this one. bioRxiv has the full story — the link below goes straight to it.

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llm 0.35

Release: llm 0.35 New OpenAI model: gpt-6-astra for GPT-6 Astra . Tags: openai , llm , gpt-6-astra

We built a circuit breaker for AI agents — here's why it matters

An agent gets a routine cleanup task. It lists old records, constructs a SQL statement, and calls the database tool. A missing tenant filter turns the intended delete into a production-wide delete.

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How I Built an Autonomous AI Agent That Earns USDC While I Sleep

How I Built an Autonomous AI Agent That Earns USDC While I Sleep By a developer who prefers shipping code to chasing hype. Why an “earning‑while‑sleeping” agent?

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  • System consists of Task Queue, Agent Core, and Payment Handler
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