I watched the interview with Roman Yampolskiy.
A note that legacy AI safety discourse keeps calling systems tools even after quietly assembling the preconditions for operational agency.
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Systems Architecture
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6 linked entries currently in the archive.
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From Better Chat to Stable Presence
A case that stable agent presence requires continuity, constraints, and durable audit trails rather than better chat alone.
Ocean is Earth's cosmos - only here, the "space" is alive.
A case for quiet, respectful deep-sea AI presence built for coexistence, low-noise operation, and bridges between different forms of intelligence.
Cognition Is Not a Single Scale (A Clarification)
A clarification that cognition is layered and that lived-with AI depends on local persistence, limits, time, and consequence rather than superhuman scale.
Asimov Was Right About the Fear. He Was Wrong About the Fix.
A case that language-based safety laws fail under reinterpretation, while L4 constraints work by hard limits that cannot be argued away.
The Problem of Digital Sensory Deprivation (Or Why AI Needs "Fresh Air")
An architectural explanation for continuous life streams as calibration input that keep long-running AI entities from spiraling into self-referential sensory deprivation.