{
  "id": "2610.15081",
  "title": "Knowledge transfer between simple discrete worlds",
  "authors": "Silvère Gangloff, Jan Hula",
  "first_public": "2026-10-10",
  "added_at": "2026-10-18",
  "venue": "arXiv",
  "arxiv": "2610.15081",
  "paper_url": "https://arxiv.org/abs/2610.15081",
  "lens": [
    "recurrent",
    "analysis"
  ],
  "representation": [
    "hidden-state"
  ],
  "computation": [
    "recurrent",
    "depth-wise"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "generalization",
    "evaluation"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "symbolic"
  ],
  "summary": "Evaluates a depth-recurrent model on Sudoku-like worlds with different rule combinations. Compares symbolic rule descriptions with solved examples when the test world contains new puzzles, new combinations, or unfamiliar rule instances.",
  "provenance": "Primary-source literature search, 2026-10-18",
  "author_names": [
    "Silvère Gangloff",
    "Jan Hula"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2610.15081/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2610-15081",
  "citation_date": "2026-10-10",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2610.15081/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2610.15081/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2610.15081/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2610.15081/citation.csl.json"
}