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xcientist

opendfm/xcientist

The official repo for the paper "Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness"

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Official Repository for The Paper: AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks?

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aura

A cognitive architecture that runs on your own machine. Internal state reaches generation through the model's activations, not the system prompt — and every consequential action leaves a receipt you can audit. Not an assistant. IIT 4.0 φ, CAA steering, 136 consciousness modules, local on Apple Silicon.

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