UNIFIED STATE · RESEARCH & TOOLS

Chromatic Inheritance brings the whole field into focus

The next Carrier instrument addresses a specific weakness of the earlier model: relationships could remain accurate while colours drifted across repeated replies.

On 2,000 fresh ordinary fields, the new fitted program reproduces all numerical channels in 2,000 cases (100.0%). It produces 382 correct birth links, with 0 extra and 0 missed. The previous model, rerun on the same inputs, produces 350 correct, 3 extra and 32 missed birth links.

Across 120 fresh eight-reply paths, original-cell colour agreement with the independent reference is 100.0% at turn four and 100.0% at turn eight. The same-input previous-model results are 64.0% and 63.1%.

The mechanism is a compact, fitted source-anchored program with substantial authored structure and explicit teaching from known numerical rules. It is not a larger general-purpose neural network. These results establish fidelity to those rules within the tests; they do not establish subjective experience or semantic comprehension.

The public instrument shows where each colour came from, compares earlier replies, and lets readers protect individual colours separately from relationships. Four authored studies and all their recorded replies accompany the model, alongside data, code, weights, checks and limitations.

Open Chromatic Inheritance · Inspect the method and evidence