UNIFIED STATE · RESEARCH & TOOLS
Chromatic Continuity sharpens Carrier’s next connection
Chromatic Continuity is the next instrument in Carrier’s expression experiments. It addresses two measured weaknesses of the preceding model: choosing a new connection and deciding near an exact geometric threshold.
On the same 1,200 fresh ordinary fields, new birth-link F1 improves from 0.5588 to 0.9420. On 600 focused boundary fields, typed-link F1 improves from 0.5700 to 1.0000. The new model’s whole-graph F1 on ordinary fields is 0.9996.
The change is specific: fitted geometric classifiers, a global parent selector and a learned growth-feasibility gate supplement the unchanged field model. Extra supervision teaches the authored numerical conventions explicitly. This demonstrates a more capable numerical steward within that task, not a general intelligence or consciousness result.
The public instrument compares three generations of replies, exposes parent-choice diagnostics and offers optional protection of selected links and endpoint colours. Four new authored compositions and all their recorded replies accompany the model.
After four replies, a separate identity-tracking diagnostic finds original-cell link F1 of 0.9963, but colour agreement with the reference path is only 61.7%. The improvement in connections does not establish complete field fidelity.
Data, weights, training and evaluation code, failures, artwork transports and local test records are available together. The report separates next-step accuracy from accumulated drift across repeated replies.