Pith Number

pith:4DXPKZQR

pith:2024:4DXPKZQRLL2NOVFAG7YBYFMVFW

not attested not anchored not stored refs pending

Rational Metareasoning for Large Language Models

Antoine Bosselut, Badr AlKhamissi, C. Nicol\`o De Sabbata, Theodore R. Sumers, Thomas L. Griffiths

arxiv:2410.05563 v3 · 2024-10-07 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DXPKZQRLL2NOVFAG7YBYFMVFW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Not All Errors Are Equal: Consequence-Aware Reasoning Compute Allocation

ATLAS: Agentic Test-time Learning-to-Allocate Scaling

Cognitive offloading and the speedup illusion in human-AI interaction

Receipt and verification

First computed	2026-07-05T11:26:01.099723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0eef566115af4d754a037f01c15952d9ce18eb627d785fbdb2beeb798f21290

Aliases

arxiv: 2410.05563 · arxiv_version: 2410.05563v3 · doi: 10.48550/arxiv.2410.05563 · pith_short_12: 4DXPKZQRLL2N · pith_short_16: 4DXPKZQRLL2NOVFA · pith_short_8: 4DXPKZQR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4DXPKZQRLL2NOVFAG7YBYFMVFW \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e0eef566115af4d754a037f01c15952d9ce18eb627d785fbdb2beeb798f21290

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ab10eff8bea0ca955d02d0f666c0ffcb10d316b78ebd9b5efc69a99db205903",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-07T23:48:52Z",
    "title_canon_sha256": "e765a444a5ad80d86de12c7296adb7d5921f67e0a25bba6258eade92c94d761f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05563",
    "kind": "arxiv",
    "version": 3
  }
}