Document rejected affine ablation and resumable federation training.

Publish case-context proxy rejection and source error audit

Publish clean federation GPU ablation and bottleneck audit

Audit federation leakage and enforce source provenance

Add Android AIFlow Ink v2 CompiledModel runtime

Add fail-closed P formula release and student export

Add fail-closed P formula student distillation path

Clarify fixture checkpoint publication status

Add P-only formula adapter training and 3-seed gates

Add fail-closed local P Formula intake contract

Record official continuous-formula license recheck

Document rejected isolated-symbol formula proxy

Add 3-seed formula-domain generalization study

Refresh family-fusion CPU proxy and research report

Add online consensus audit and family-fusion runtime fix

Add composite CPU latency and memory proxy

Fix Python composite runtime and atomic export

Add reproducible LiteRT Colab conversion bundle

Add fail-closed real P formula data contract

Correct shared-state lineage and add composite torch exports

Retract invalid P deltas after shared-state loader audit

Add 3-seed device-contract stress validation

Add adopted 3-seed P boundary joint deltas and formal research summary

Promote full P proxy boundary head after validation and paired-test gates

Add P-track boundary auxiliary head smoke and shared encoder integration

Publish 0.6 main 3-seed point-stroke model stack and technical model card

Add AIFlow Math Ink 0.6 intermediate research snapshot