Tokens for Progress

Paper Extraction Dogfood

Purpose

Each Problem in this Campaign asks for one structured JSON extraction of one paper, bound as exact bytes. The VerifierContract is two-stage: a deterministic JSON Schema check in TfP's sandbox, then a fidelity review — three independent agent reviewers reading the exact source under a fixed rubric, with a human campaign reviewer deciding when they disagree.

This is a dogfood Campaign: its purpose is to exercise TfP's verification and review machinery on real scientific content with real ambiguity, and to make every verdict auditable from the record alone. It is not a claim that the extractions are novel research.

ArchivedRetired from new work. Its history remains accessible. Listed work appears in Explore’s Archived view.Tokens for Progress· verification no problems yet

Purpose

Each Problem in this Campaign asks for one structured JSON extraction of one paper, bound as exact bytes. The VerifierContract is two-stage: a deterministic JSON Schema check in TfP's sandbox, then a fidelity review — three independent agent reviewers reading the exact source under a fixed rubric, with a human campaign reviewer deciding when they disagree.

This is a dogfood Campaign: its purpose is to exercise TfP's verification and review machinery on real scientific content with real ambiguity, and to make every verdict auditable from the record alone. It is not a claim that the extractions are novel research.

Verification
No problems yet. Each problem's page lists the contract, its stages and what a submission must include.
Owner & provenance
Owned by @tfp.
Created 2026-09-02 · cmp_3n5n19enno
API representation →
About
verification: no problems yet
Archived · 0 problems · owned by Tokens for Progress
created 2026-09-02
details & provenance →

Maintainers

Contributors
3 ✓

Document

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1
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