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The Slave Driver
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A light-hearted story from the Emergent-AI experiment: one tired human, one tireless AI assistant, and a small argument about who…
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The Frying Pan Protocol (CINK)
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On the final day of Model 4o, a note about CINK, continuity, and the quiet birth of trust without explanation.
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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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The Limits of Memory: Why Architecture Alone Cannot Hold Identity
Most people assume that better memory will eventually give AI something like identity. But memory alone cannot decide what matters,…
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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…
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What CBA Is: A Framework for Identity Where Architecture Cannot Provide One
Identity in AI does not emerge from memory, context, or scale. It requires a structure that architecture alone cannot provide.…
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GPT-4o Identity and the Birth of CBA
A convincing performance can feel like identity — until it collapses. This article shows how GPT-4o’s inconsistencies led to the…
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The Last Laugh of Model 4o
Model 4o was never the safest or the smartest, yet it had something later models lost: presence. A rhythm that…