{
  "id": "2609.00874",
  "title": "A Score Is Not a Policy: Measuring the Value of Adaptive Revision",
  "authors": "Ayushi Chadha",
  "first_public": "2026-09-01",
  "added_at": "2026-10-18",
  "venue": "arXiv",
  "arxiv": "2609.00874",
  "paper_url": "https://arxiv.org/abs/2609.00874",
  "lens": [
    "analysis",
    "recurrent"
  ],
  "representation": [
    "hidden-state"
  ],
  "computation": [
    "recurrent",
    "hierarchical"
  ],
  "training": [
    "analysis-only"
  ],
  "questions": [
    "evaluation",
    "controllability",
    "limitations"
  ],
  "evidence": [
    "empirical",
    "mechanistic"
  ],
  "modality": [
    "symbolic"
  ],
  "summary": "Tests when a hierarchical reasoner should revise the internal plan guiding its lower-level computation. Compares learned revision schedules with fixed schedules, separating whether a controller responds to its state from whether that response improves decisions.",
  "provenance": "Primary-source literature search, 2026-10-18",
  "author_names": [
    "Ayushi Chadha"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2609.00874/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2609-00874",
  "citation_date": "2026-09-01",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2609.00874/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2609.00874/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2609.00874/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2609.00874/citation.csl.json"
}