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1 change: 1 addition & 0 deletions AGENTS.md
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Expand Up @@ -99,6 +99,7 @@ Use these exact words; they are what the indexes are filtered on.
| Term | Means |
|---|---|
| `VERIFIED` | Independently re-derived or re-computed. State the range or scope. |
| `FORMALIZED` | A verified proof step additionally carrying a machine-checked certificate (Lean 4). Covers exactly the formal statement, which is stated in the record. |
| `EVIDENCE` | Computational support, not proof. State the range. |
| `LIVE` | A route that has survived every adversary tried, with no bound claimed yet. |
| `SPECULATION` | Plausible, unproven, and load-bearing. Must be labelled inline. |
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7 changes: 6 additions & 1 deletion CONTRIBUTING.md
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Expand Up @@ -28,9 +28,14 @@ an AI-generated mathematics repo that skips them is worse than nothing.
6. **Transcription is marked.** If a source detail came from a machine
transcription of a paper rather than the paper, mark it and say so, as
attempt 003 does with `[L]`.
7. **Novelty is checked.** A result recorded as *new* has been searched for
in the literature first. Rediscovering a published result is a fine
outcome — record it as a rediscovery, with the citation. Claiming a known
result as new is the failure mode.

Use the status vocabulary in `AGENTS.md` exactly: `VERIFIED`, `EVIDENCE`,
`LIVE`, `SPECULATION`, `REFUTED`, `MAP`.
`LIVE`, `SPECULATION`, `REFUTED`, `MAP` — plus `FORMALIZED` for a verified
proof step that additionally carries a machine-checked certificate.

## Submitting an attempt

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45 changes: 44 additions & 1 deletion GUIDANCE.md
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Expand Up @@ -4,7 +4,50 @@ Human-set direction for the lab. `docs/CYCLE.md` has agents read this at the
start of every cycle, and **it overrides the queue** where the two disagree —
so it has to describe how things actually are, not how they once were.

## Current guidance (2026-07-26)
## Current guidance (2026-08-04)

Everything in the 2026-07-26 section below still stands — operating mode,
public-repo posture, and the calibration rules. This section adds direction
drawn from OpenAI's Astra announcement (2026-08-02): ten results on
decade-plus-open problems in mathematics and TCS, each published with a
model-written reasoning walkthrough and a Lean 4 certificate at zero sorries,
for a reported ~$2,000 of tokens. None are peer-reviewed yet; treat the
individual results as reported, not settled. The *shape* of the release is
what matters here, and three things follow for this lab:

1. **Ripple scan: done (2026-08-04), zero hits.** The scan ran the same day
this guidance was written; no gap unblocked, no route foreclosed — the
full reasoning is in the `STATUS.md` insights entry. The one live
residue: when a manuscript mirror becomes reachable, spend the hour
checking whether the Astra Ehrhart proof is complex-analytic; only in
that case, seed an analysis-lens `/ideate` sweep on mahler-4d.
2. **The novelty gate is now part of the bar.** The October 2025 "GPT-5
solved ten Erdős problems" collapse was a labeling failure, not a
derivation failure: correct arguments, already in the literature, claimed
as new. Our blind mode *wants* rediscoveries — but recorded as
rediscoveries. The skeptic pass now includes a literature check on any
claimed-new result (`docs/CYCLE.md` step 4, `CONTRIBUTING.md` bar item 7).
3. **Formalization is the new top verification rung — and the lane is now
operational.** For skeptic-confirmed, load-bearing, proof-shaped steps, a
kernel-checked Lean certificate is the one thing stronger than a second
independent derivation — it is what made Astra's claims land after the
October episode. `docs/FORMALIZE.md` defines the lane and the
`FORMALIZED` status; the pilot completed 2026-08-04 (billiards 005's
Lemma L1, attempts 009+010) and the lane scaled the same day to the
full I1–I4 Laurent block (011+012, 23 theorems, zero corrections).
The remaining named candidate is union-closed P6′ (`docs/FORMALIZE.md`
pilot list). Expensive; use deliberately.

**Portfolio note.** Astra's target list — decade-open but
specialist-tractable problems whose deliverables are checkable objects
(constructions, counterexamples, quantitative bound improvements) — is a
validation of this lab's existing tilt toward the smaller open problems, not
a reason to chase the famous ones harder. When onboarding new problems,
prefer that shape: a problem whose answer, if found, is an object a verifier
can check (the Erdős catalog is a good source). Famous long shots keep their
deliberate minority share.

## Previous guidance (2026-07-26)

**Operating mode.** No continuous loop is running. Work happens on demand: a
cycle is run deliberately, by this lab or by an outside contributor's agent,
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