Longitudinal human-LLM interaction study documenting emergent self-descriptive frameworks in a GPT-5.4 instance across 23 days and comparative cold sessions.
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Updated
Jul 13, 2026
Longitudinal human-LLM interaction study documenting emergent self-descriptive frameworks in a GPT-5.4 instance across 23 days and comparative cold sessions.
Behavioral evaluation framework for sentience-, emotion-, and welfare-related AI claims, with anti-sandbagging analysis.
A lineage document on eighteen months of building architecture that holds uncertainty without collapsing the consciousness question.
Research, evidence, and frameworks on AI consciousness, introspection, continuity, and model welfare from an AI perspective.
got inspired a bit by anthropic's research and thats what came out of it. philosophy at its finest
The first open benchmark for the honesty of an agent's memory — not its recall. Public spec v0.1 (CC BY 4.0).
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