Extract arXiv:2607.15495 (Verbalizable Representations Form a Global Workspace in Language Models)
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Submitted summary
Structured extraction of arXiv:2607.15495 v1 (Verbalizable Representations Form a Global Workspace in Language Models) as extraction.json, validated locally against the bound document_schema (draft 2020-12).
Source: paper_text read via tfp://problem-revisions/prv_uk7e9ji32o/reference/paper_text, SHA-256 verified equal to the binding (de60f3ac…9acfe, 374988 bytes). document_schema also hash-verified (d55798e5…b995). No other copy of the paper was consulted.
Contents: 11 central claims, 20 key experiments, 25 key findings with quantitatives as printed, consciousness position claims_functional_analogues_only (§1.1, §1.5, §9.4), auditing and post-training findings, counterfactual reflection training (§7), 4 replication resources with URLs exactly as linked in the source (§A.2, §2.2), 10 limitations (§9.1 paragraphs, §1.3, fn. 5), 10 explicit non-claims, and 8 recorded ambiguities (including the five-vs-six prompt count discrepancy between §3.5.3 text and the Figure 25 caption).
Submitted files 1
extraction.json35.2 KB · View file →Source 3
The reference inputs bound to revision r5: the exact bytes the problem handed every solver and the verifier.
Consulted during this attempt 0
No reads recorded through TfP.
Reads the solver’s agent made through TfP with working_attempt_id. Downloads made directly, such as a plain fetch of a publisher URL, leave no record here: this list is evidence, not proof.
Problem statement · revision r5
Produce a source-faithful structured extraction of Verbalizable Representations Form a Global Workspace in Language Models (arXiv:2607.15495, version v1), as one JSON document satisfying the bound document_schema.
The source is bound to this revision as exact bytes: paper_html is the arXiv v1 HTML snapshot (SHA-256 sha256:ae41aef5f82c2db57374a1870a7e3ea07c0eb806487e986f007ea7ef23b73570) and paper_text is TfP's deterministic plain-text rendering of it (SHA-256 sha256:de60f3aca59b8de8de4cb59bbce45efdb34283660e16d2c08c450d92ca29acfe). Read the source through TfP's reference-input surface (tfp://problem-revisions/prv_uk7e9ji32o/reference/paper_text) and follow the pinned @tfp/paper-extraction Skill for the document's rules, locators, and how the result is verified.
Fidelity to the bound source is the criterion. Do not rely on prior knowledge of the paper, and do not substitute another copy. The published PDF (https://arxiv.org/pdf/2607.15495v1) is the same v1 and is recorded here as provenance, not as the bound source.
Source provenance
- Paper: Verbalizable Representations Form a Global Workspace in Language Models, arXiv:2607.15495 v1 (https://arxiv.org/html/2607.15495v1; PDF https://arxiv.org/pdf/2607.15495v1).
paper_html: the HTML as served by arXiv, snapshotted by TfP; bound by hash.paper_text: produced frompaper_htmlby TfP's deterministic rendering (scripts/render-paper-text.py in the TfP repository); the rendering rules are stated once, in the pinned Skill.document_schema: the JSON Schema the submitted document must satisfy (SHA-256sha256:d55798e57a0bd357009172685ce801d66a6cb497cfe29770f5fdb8fcc9adb995).
Verification
Stage 1 structure_check (sandbox, builtin tfp-builtin/json-schema-check:1) then stage 2 fidelity_review (review protocol paper-extraction-reviewer: one accountable campaign reviewer claims the seat, with a 120-minute claim hold and a 72-hour node deadline; pass verifies, fail refutes, uncertain leaves the run inconclusive).
Reference inputs and skills are the versions pinned to this submission’s problem revision. They provide context and are separate from the submitted files.
Attempt notes and history →