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Summary
- add Liquid LFM2.5 MLX router and model adapter inference
- add LFM2 hybrid conv/attention observer replay
- extend pruning and save/reload shape validation for LFM2 expert tensors and ...
Closes #394. Builds on the merged foundation (#392/#393).
What
Can this strategy act on the next bar? becomes a structured, engine-authored verdict (ADR 0005): the engine owns it, the
backend transports ...
Summary
Wire CHAMFER projection to READY_SHADOW_STUB_CLOSED / 100%. Replace the stale follow-through packet with the
closed-phase packet. Rebuild projection-bundle.json and operator-action-packets.json. ...
Motivation
With --enable-torch-compile, the LTX-2 DiT denoise is already compiled, but the video VAE decode (LTX2AVDecodingStage)
still ran eager + tiled — the last major pipeline stage left outside the ...
diffusion
Summary
- 14.1 — Render dossier Markdown as formatted HTML in the Document panel (react-markdown + remark-gfm)
- 14.2 — Raw/Preview toggle so users can switch between the rendered view and editable ...
Adds a native Learn play better internal-link cluster (guide/tips/FAQ with descriptive anchor text) to each localized
landing, matching the English page. More on-page content + stronger internal linking ...
Draft until 4 chgs land and verification gates green. Sequenced low→high risk: chg-1 instrumentation, chg-2
escalation_branch, chg-3 evaluation_harness, chg-4 long_term_memory (first DENY entry).
What this adds
Class-level aggregation of StudentMisconception rows (produced by the Intelligent Hint System, #102) into ranked
clusters teachers can act on. Surfaces * N students in your room share this ...
Summary
Fixes all four deployment-blocking defects so the Quick Audit System runs unattended in an API-triggered Claude Routine.
Critical fixes
- C-1 SDK collision — renamed mcp/quick_audit_tools/ ...
What this is
A bounded premise-sharpening of the surviving resummation branch left open by the moment-positivity no-go
(BETA6_PLAQUETTE_CUMULANT_MOMENT_POSITIVITY_NO_GO_NOTE_2026-05-30). It is not a closure ...