Pipeline Statistics
Every paper in this program passed through the same loop: draft, Gemini peer review, a Codex LaTeX formatting pass, a five-role review panel, and — where the paper ships code — a Codex Haskell verification pass. The numbers below are regenerated from the repository’s own review artifacts each time the site is built.
Models
| Model | Role | Count |
|---|---|---|
| Claude Fable 5 claude-fable-5 | Orchestrator only — planning, hard gates, review relays, deploys. Largest output producer (469,534 output tokens across 484 messages); authored no papers | 1 |
| Claude Opus 4.8 claude-opus-4-8 | ALL paper authorship — 2,610/2,610 paper-writer assistant messages (transcript census): 5 research workers + synthesis; knowledge base, Lean formalizer, 6 technical reviewers, 6 meta-reviewers | 20 |
| Claude Sonnet 5 claude-sonnet-5 | 24 panel roles, 5 Haskell verifiers, humanizers, auditors, refs-fixer, browser QA, website/social/dashboard builders + 6 codex-companion subagents | 44 |
| Claude Haiku 4.5 claude-haiku-4-5-20251001 | OG-image generator, pipeline validator | 2 |
| GPT-5.5 gpt-5.5 (codex CLI, xhigh) | All code/LaTeX/website reviews + Lean authoring | ~40 runs |
| Gemini 3.1 Pro gemini-3.1-pro (agy CLI, High) | Paper peer-review loops | 14 calls |
Claude model IDs and token counts measured post-run from the model and usage fields of every assistant message in the session transcripts (orchestrator + 66 subagents) — all 2,610 paper-writer assistant messages carry claude-opus-4-8; claude-fable-5 appears only in the orchestrator's transcript.
The code → review → fix loop
Condensed Locality: Lieb–Robinson Estimates and Quasi-Local Dynamics on the Moduli Stack of Hamiltonians
Positivity, C*-Norms, and Condensed State Spaces of Quasi-Local Algebras
The Uniformly Gapped Substack: Existence and Stability of the Thermodynamic Spectral Gap
From Lattice Models to Effective Field Theories: Stabilization and the Invertible Condensed Phase Spectrum
Physical Realizability of Bordism and Homotopy Classes by Gapped Lattice Systems
Topological Phases of Matter in the Condensed-Mathematics Paradigm: A Modular Research Program
Website build review
Phase timeline
Review artifacts
- lattice-eft-equivalence (Codex · LaTeX, environmental): codex's sandbox is read-only and could not itself rebuild the PDF to certify PASS; the worker independently verified a clean build
- bordism-realizability (Codex · Haskell, post-cap): 3-round review cap reached with one High finding open; fixed post-cap and self-verified (NaN clamp on bulkGap)
- synthesis (Codex · LaTeX, post-cap): 3-round review cap reached with one cosmetic finding open; fixed post-cap and self-verified (Table 1 float ordering)
All statistics regenerated from the repository’s own review artifacts at build time; token figures for Claude agents are estimates (not metered in-session).