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FRC-16D-001 · v2.0 (Technical Specification)

'FRC 16D.001 — The Universal Vector: A Standardized Protocol for Stateful Human-AI

Hadi Servat2026-01-263 minFRC 16DFoundational
cognitive-architecturealignmentvector-spaceprotocolhuman-ai

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Current statement

Current AI systems interact with users as static text generators, lacking

Evidence level

Historical record

Open boundary

Review the paper’s declared scope, controls, limitations, and kill conditions.

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v2.0 (Technical Specification) · Current release

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Current AI systems interact with users as static text generators, lacking

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FRC 566.001 states entropy-coherence reciprocity in its canonical scale-invariant form dS + k* d ln C = 0. The starred Boltzmann bridge k* is not an ordinary tunable constant and is never fitted to an outcome or evolving state. Experiments and computations instantiate the same law at a declared register mu as dS_mu + k*_mu d ln C_mu = 0, with explicit entropy channel, coherence channel, units, and boundary. FRC uses the relation operationally as bookkeeping and proposes its open-system physical extension as a conjecture. Standard entropy production remains non-negative, but no toy closure is promoted into a universal directional replacement. The exact von Mises calculation and the Langevin boundary probe remain scoped results. The corrected information projection is retained: C[q]/C[p] depends on the entropy difference, not generally on D_KL(p||q), and C_XY = C_X C_Y exp(+I/k*).