CHRIS HAY

IDEAS · SYSTEMS · OBJECTS / LONDON · 2026

Chris Hay / Notebook / N-STATE

What has to survive?

Working papers · 8 spreads

Sources, citation & publication record
About this noteRECORD +

What state must a model retain to continue? This notebook distinguishes all-position residual state, a single token’s residual and persistent decode state. Full-sequence transplantation and MAP-5 test different boundaries; neither justifies compressing every conversation into one vector.

N-STATEOPENRECORDED 2026-09-06DRAFT · V0.1REFERENCE DRAFT ↓FOLLOW ↓

SOURCES & PROVENANCE

  • Film / swapping the residual stream · 04:00 ↗

    Chris Hay, 24 March 2026. Main film for this note; chapter and selected automatic captions reviewed.

  • Film / We Don’t Need KV Cache Anymore? · 13:20 ↗

    Chris Hay, 10 March 2026. Selected automatic English captions reviewed.

  • Full-sequence cross-task state transplant

    Experiment EXP-20260718-002201-00277; run RUN-20260718-002202-00293. Registry ingestion date is not asserted as the experiment date.

  • MAP-5 / waypoint teleportation

    Experiment EXP-20260802-102422-00640; write-up v7. Distinguishes immediate-token control, later branch control and unmeasured persistence.

  • LARQL / MarkovResidualEngine specification ↗

    Working specification reviewed 6 September 2026. Architectural preconditions and cold-tier growth matter; the live source may change.

AUTHOR / Chris Hay · VERSION / 0.1

REFERENCE THIS DRAFT

An unpublished working record. These references identify the draft and omit a publication date. They become version-specific publication citations when the record is released.

Chris Hay. What has to survive? [Unpublished draft, version 0.1. First publicly recorded 2026-09-06]. https://chrishayuk.com/notebook/what-has-to-survive
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