Pith Number

pith:KXBLHR3D

pith:2023:KXBLHR3DXLCGZYK6LGHIN47P2X

not attested not anchored not stored refs pending

Can Large Language Models Really Improve by Self-critiquing Their Own Plans?

Karthik Valmeekam, Matthew Marquez, Subbarao Kambhampati

arxiv:2310.08118 v1 · 2023-10-12 · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KXBLHR3DXLCGZYK6LGHIN47P2X}

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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

7 papers in Pith

Falsification, Not Exposure: An Internally Preregistered Placebo-Controlled Decomposition of Self-Repair Feedback in Frozen Small Code Models

Teaching Large Language Models When Not to Know: Learning Temporal Critique for Ex-Ante Reasoning

Deep sequence models tend to memorize geometrically; it is unclear why

Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers

End-to-end PDDL Planning with Hardcoded and Dynamic Agents

Receipt and verification

First computed	2026-07-05T07:00:10.328055Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55c2b3c763bac46ce15e598e86f3efd5f5f1ade37dfc05757bbd9b8918282771

Aliases

arxiv: 2310.08118 · arxiv_version: 2310.08118v1 · doi: 10.48550/arxiv.2310.08118 · pith_short_12: KXBLHR3DXLCG · pith_short_16: KXBLHR3DXLCGZYK6 · pith_short_8: KXBLHR3D

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/KXBLHR3DXLCGZYK6LGHIN47P2X \
  | 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: 55c2b3c763bac46ce15e598e86f3efd5f5f1ade37dfc05757bbd9b8918282771

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e2901d8293721d5c65c4cfbf6f268e4355e26570f2f0841ff5662ca54d7b4ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-12T08:22:37Z",
    "title_canon_sha256": "7af771630f642e56a4ccdf38c174a6efb4f2946fab383775d137525fde68f4f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08118",
    "kind": "arxiv",
    "version": 1
  }
}