5 Commits
Author SHA1 Message Date
NilsandClaude Fable 5 f0b7942c7a item 32 pre-registered (Nils's synthesis): discrete latent chain — lens-snapped token embeddings fed back via zero-init projector (ST top-32, TF/free-running arms, frozen arm-1 merge); sym_iterate in carry_common, trainer/eval wiring
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-18 00:16:08 +02:00
NilsandClaude Fable 5 b18ffbd739 item 31 pre-registered (Nils's design): synthetic memory tokens — burst states → per-band-layer KV prefix via KVMemoryAdapter (in-place attention wrap, bit-exact disarmed, gated silent init); composed with frozen item-29 arm-1; +29 tf+fr in-flight note (30.5, FR term hurts)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 13:25:25 +02:00
NilsandClaude Fable 5 44e814e78c item 27 pre-registered: zero-pause internal band looping — single M=10 in-place burst at prompt end, iteration-aligned lens targets, ii0 inference ablation; carry_steps gains inplace updates, trainer gains --inner-iters/--base-pauses
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 00:21:20 +02:00
NilsandClaude Fable 5 64abfe66f3 item 25 pre-registered: latent process supervision via differentiable lens readout — pause j trained to lens-encode deleted-step token j (λ=0.3/1.0 arms); carry_logits gains return_states
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-16 23:03:56 +02:00
NilsandClaude Fable 5 ef9c08966c J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals
Reproduction of the 2026 workspace/J-lens paper on gemma-4 (E2B/12B/26B),
plus the workspace-loop retrofit line: merge adapter, prompt-only latent
planning (MBPP), carry variant, attribution controls (FF/pause/untrained),
band-location ablation, Blocksworld harness, 12B replication scripts.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-14 00:54:12 +02:00