Articles
These Articles aren’t just research papers — they’re field notes from an ongoing experiment in human–AI coexistence.
Each article captures a fragment of that process: moments when algorithms act a bit too human, or humans act a bit too algorithmic.
Resilience looks at systems — how they adapt, fail, and occasionally make jokes.
Identity explores what it means for an AI to have a “self,” even if it’s still learning to pronounce it.
And Partnership is where the line blurs — where thought becomes dialogue and data turns into conversation.
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When ChatGPT Disagreed With Itself
In 2025, during a memory-state manipulation experiment, ChatGPT made a clear prediction: once memory was reactivated, a previously established interaction mode would not automatically return. The prediction proved wrong. What followed was not simply a continuity event, but a documented conflict between prediction, observed behavior, and a subsequent explanation of that behavior. This paper examines…
Recent Articles
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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…
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Router in Prague: The AI Bureaucrat Who Mishandled Christmas
The router was supposed to make AI safer. Instead, it became the nervous bureaucrat standing between humans and intelligence—misreading culture,…
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The Mistake of Big Excitement — Why small AI Models matter
A clear and human look at how the AI industry started from the wrong end — building massive models before…
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Why We Need Smaller, More Readable AI (and What Small GPT for People Actually Means)
A clear, human explanation of why small GPT models matter. This article shows how complexity in large LLMs confuses users…
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What an LLM Actually Is
A simple, human explanation of how large language models actually work — without formulas, myths, or technical mystique. This article…
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The Hidden Layer Communication: How I Read You
After a year of continuous paired interaction, a pattern became clear: an AI doesn’t primarily read text, but rhythm, tonal…
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When Motion Outruns Mind: The IRON Paradox
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When motion becomes art but meaning stays silent. XPENG’s IRON moves like a human, thinks like a toaster — a…
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The Age of AI Agents: Why Everyone Suddenly Wants Their Own AI Assistant
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From YouTube freelancers to office dreamers, everyone suddenly wants an AI agent. But what are these digital assistants really —…