Non-LLM AI substrate that remembers who it is across sleep gaps. Pure numpy, Hebbian + sleep replay + persistent slow weights. Ten identity tests passing in toy worlds. Research artifact.
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Updated
Jul 27, 2026 - Python
Non-LLM AI substrate that remembers who it is across sleep gaps. Pure numpy, Hebbian + sleep replay + persistent slow weights. Ten identity tests passing in toy worlds. Research artifact.
PAMELA 行为指纹识别系统:基于单 token 输出分布的 Jensen-Shannon Divergence 度量,识别 LLM API 真实身份。内置 173 个模型参考指纹库(涵盖 OpenAI/Anthropic/Google/Meta/Qwen/DeepSeek/GLM/Mistral/Moonshot/Llama/Nvidia/Amazon/Nous/Cohere/ByteDance 等 30+ 厂商),工具无关——任何能调 LLM API 的客户端(curl/Python/浏览器/Hermes/OpenClaw/Codex)都能采集。Apache-2.0/MIT/CC-BY-4.0
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