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Stage 2 Cognitive maps

active

Roadmap

Phases and gates Every date here is read from the research plan at build time. Choose a phase to see what it delivers.

Now: P0 Novelty review and setup, 23 October 2026 to 15 November 2026

Next gate: Gate A Novelty, 15 November 2026

P0: Novelty review and setup

Active

23 October 2026 to 15 November 2026

Outputs

  • novelty decision recorded
  • development environment

Ends at Gate A (Novelty), on 15 November 2026: Is this line's combination of aims new, or is its difference from the closest published work written down and defensible?

  1. P0 Novelty review and setup

    23 October 2026 to 15 November 2026 Active

    Gate A (Novelty): 15 November 2026

  2. P1 Environments, battery and baselines

    16 November 2026 to 31 December 2026 Planned

    Gate B (Comparisons): 31 December 2026

  3. P2 Spiking model

    1 January 2027 to 28 February 2027 Planned

    Gate C (Spiking model): 28 February 2027

  4. P3 Scaling, ablations and the energy estimate

    1 March 2027 to 15 April 2027 Planned

  5. P4 Paper

    15 April 2027 to the submission deadline (not yet announced) Planned

    Gate D (Paper): one week before the submission deadline

  6. P5 Public release

    Starts after submission; end set by the disclosure policy Planned

Public summary. Detail is withheld until submission under the disclosure policy.

This page shows the plan of the cognitive-map line, stage 2 of Psyche, at public granularity: its phases, the layers that keep the line standing if the main goal falls short, and the paper submission deadline. What each decision gate asks, and what happens if it is not passed, is on Decision gates. The line itself is introduced in the overview.

The work runs in phases, and most close at a decision gate. Each phase’s outputs are listed in the plan file. Where a phase or gate date depends on a date that is not yet known, such as the submission deadline, the plan records the rule that will fix it instead of a date. The last phase, the public release, follows submission, and its timing is set by the disclosure policy.

Phase Title Start End Gate Status
P0 Novelty review and setup 2026-10-23 2026-11-15 A active
P1 Environments, battery and baselines 2026-11-16 2026-12-31 B planned
P2 Spiking model 2027-01-01 2027-02-28 C planned
P3 Scaling, ablations and the energy estimate 2027-03-01 2027-04-15 — planned
P4 Paper 2027-04-15 the submission deadline (not yet announced) D planned
P5 Public release after submission set by the disclosure policy — planned

The chart draws the same plan on a calendar. A phase or gate whose date is not fixed is drawn out to a placeholder and labelled “not fixed”. Its position on the chart is not a date. A deadline appears on the chart only once its date is fixed; until then it is listed only under Deadlines.

Timeline of 10 items; the dated ones run 2026-10-23 to 2027-04-15P0: Novelty review and setup, 2026-10-23 to 2026-11-15, in progress. Gate A Novelty, 2026-11-15. P1: Environments, battery and baselines, 2026-11-16 to 2026-12-31. Gate B Comparisons, 2026-12-31. P2: Spiking model, 2027-01-01 to 2027-02-28. Gate C Spiking model, 2027-02-28. P3: Scaling, ablations and the energy estimate, 2027-03-01 to 2027-04-15. P4: Paper, dates not fixed. Gate D Paper, date not fixed. P5: Public release, dates not fixed. Items marked * on the chart have no fixed date; their place on it is not a date.Nov 2026Jan 2027Mar 2027May 2027Jul 2027Novelty review and setup Gate A Novelty Environments, battery and baselines Gate B Comparisons Spiking model Gate C Spiking model Scaling, ablations and the energy estimate Paper * Gate D Paper * Public release * P0P1P2P3P4P5

Items marked * in the chart have no fixed date yet; they are drawn up to a horizon derived from the plan, not to a date.

The plan is layered so that the line does not rest on its riskiest part.

Layer Title Summary
L1 Safe base Environments, the battery, baseline comparisons, analysis and the report. The line stands on this even if the spiking model does not work.
L2 Main goal The spiking model with local plasticity, evaluated on the battery, with an analytic estimate of its synaptic operations.
L3 Failure analysis If the main goal falls short, a documented account of where and why, kept as a result in its own right.

The safe base exists so that the line stands even if the spiking model does not work. The environments, the test battery, the baseline comparisons, the analysis and the report are a complete piece of work on their own, and the plan completes the safe base before work on the spiking model begins. The main goal builds on that base rather than replacing it. If the main goal falls short, the failure analysis records where and why, and that account is kept as a result in its own right.

Flowchart of 4 steps, starting at Safe base environments, battery, baselines, analysisSteps: Safe base environments, battery, baselines, analysis; Main goal spiking model with local plasticity; Failure analysis where and why; Reported result. Connections: Safe base environments, battery, baselines, analysis to Main goal spiking model with local plasticity; Safe base environments, battery, baselines, analysis to Reported result; Main goal spiking model with local plasticity to Reported result; Main goal spiking model with local plasticity to Failure analysis where and why (dotted); Failure analysis where and why to Reported result.Safe baseenvironments, battery,baselines, analysisMain goalspiking model withlocal plasticityFailure analysiswhere and whyReportedresult

The safe base feeds the main goal and is part of the reported result on its own. If the main goal works, it joins the result; if it falls short, the dashed arrow applies, and the failure analysis of where and why becomes part of the result instead.

Deadline Due Status
Paper submission to a major peer-reviewed ML venue not set; estimate: spring 2027 (unconfirmed) upcoming

The paper is planned for submission to a major peer-reviewed ML venue (2027). Its deadline has not been announced. Until it is, the plan carries an estimate marked unconfirmed. The end of the paper phase and the Paper gate depend on that deadline, so the plan states them as rules relative to it rather than as dates.

  • One source. tools/research_plan.json is the only source of the line’s dates: phases, gates and deadlines. The plan tables and the timeline chart on this page are rendered from it, as are the plan blocks in the other documents that show the plan. The layers diagram is drawn by hand and carries no dates.
  • Rendered, not typed. The plan tables and the chart are written by python3 tools/publish/render_plan.py --write and are never edited by hand. To change a date, change the plan and render again.
  • Moves are recorded. Each dated gate keeps its originally planned date as baseline_date next to its current date. A gate set by a rule records its date when the rule resolves, and that change also gets a changelog entry. A gate date that moves away from its baseline needs an entry in the plan’s changelog, which records the item and field that changed, the old and new value, the date of the change and the reason. The plan’s validator rejects a moved gate date that has no such entry. The change log is part of the public plan file.
  • Fixed status words. A phase is planned, active or done; a gate is upcoming or decided; a deadline is upcoming, met or missed. A decided gate shows only the date it was decided and the next step: the line continues to the next phase, extends, or stops (see Decision gates).
  • Recording a decision. A decided gate is recorded in one edit to the plan, and the plan’s validator refuses a partial one. The edit sets the gate to decided; adds decided_on, the date it was decided, and next_step, one of continues, extends or stops; and moves as_of to a date on or after decided_on. When the next step is continues or stops, it also marks the phase the gate closes as done. When it is continues, the same edit marks the next phase active, because the site and the generated blocks read the phase status from the plan and not from the date. When it is extends, the phase stays active, so the same edit gives it a new end date or adds a gate that ends it. No other text about the decision is added to the plan.

These stay in a private companion until submission, under the disclosure policy:

  • the weekly milestones;
  • the experiment plan and the order in which the experiments run;
  • the criteria behind each gate.

Material reaches this repository only as complete, working, older versions, never the current state of the work.