code clean up

Trust DeMemWM Plucker geometry metadata

Mark DeMemWM fix plan audit complete

Use fp32 for DeMemWM Plucker geometry

Validate DeMemWM DiT stream boundaries

Reject stale DeMemWM experiment flags

Remove stale DeMemWM raw-video helpers

Fix DeMemWM nested split filtering

Fix DeMemWM validation rollout packing

Remove unused DeMemWM memory backend option

Fix disabled DeMemWM memory selection slots

Add DeMemWM image-space validation metrics

Warn on missing DeMemWM Plucker geometry

Fail fast for DeMemWM interactive path

Fix DeMemWM checkpoint load priority

Align DeMemWM latent dataset loading

Remove DeMemWM raw training fallback

Align resume checkpoint logic with DeMemWM

Tighten DeMemWM acceptance tests

Remove stale DeMemWM pose debug comments

Remove DeMemWM model debugger traps

Remove DeMemWM attention debugger trap

Remove DeMemWM df_base debugger trap

Remove unused DeMemWM pose export

Remove stale DeMemWM raw validation path

Add DeMemWM trainability controls

Add DeMemWM memory noise routing

Add DeMemWM geometry-aware memory attention

Implement DeMemWM online validation memory

Clean up DeMemWM naming and memory path

Reject unimplemented WorldMem memory backend

Harden DeMemWM checkpoint loading

Add DeMemWM model acceptance checks

Return target-only DeMemWM DiT outputs

Build DeMemWM frame memory geometry cache

Add DeMemWM frame memory reference attention

Add DeMemWM segment-aware temporal mask

Thread DeMemWM frame memory pose metadata

Slice DeMemWM diffusion updates to target frames

Thread DeMemWM frame memory diffusion metadata

Add DeMemWM latent validation path

Add DeMemWM latent training step

Prepare DeMemWM pose and image metadata

Prepare DeMemWM latent action conditioning

Implement DeMemWM segment split preprocessing

Implement DeMemWM batch contract

Stop tracking experiment artifacts

Ignore experiment artifact directory

Ignore local AGENTS instructions

Add DeMemWM step 1-4 dataset scaffold