πArXiv AIβ’Stalecollected in 13h
Identity as Attractor in LLM Activation Space
π‘Geometric proof agent identities form stable attractors in LLMsβvital for persistent agents.
β‘ 30-Second TL;DR
What Changed
Paraphrases of cognitive_core cluster tighter than controls (Cohen's d > 1.88, p < 10^{-27})
Why It Matters
Provides geometric evidence for persistent agent identities in LLMs, potentially enabling more stable cognitive agents across prompts. Distinguishes 'knowing about' from 'embodying' an identity.
What To Do Next
Replicate attractor clustering with TransformerLens on Llama 3.1 for your agent prompts.
Who should care:Researchers & Academics
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Original source: ArXiv AI β