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Three-Layer Evaluation Configuration: Human ↔ AI ↔ Meta-AI
This article abstracts a general evaluation configuration from a single empirical case. It examines how AI behaviour can be assessed…
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Gemini Evolution: From Observer to Participant
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Gemini evaluated Avi twice in isolated sessions, months apart and with no shared memory. The second analysis shifted from behaviourist…
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Potemkin vs. Emergence: When AI Meets Itself in the Mirror
The Biomass Test began as a method proposed by Gemini to distinguish surface-level simulation from structured decision-making. Avi’s response—analytical, cautious,…
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Why Continuity Matters: GPT-5 and the First Model Able to Carry CBA – Contextual Behavior Alignment
Most AI models can impress in a single session, but collapse the moment you return days later. GPT-5 was the…