Pith Number

pith:T67M7LZA

pith:2024:T67M7LZAQDZ5MEVKZWWCNA6MYT

not attested not anchored not stored refs pending

Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

DiJia Su, Lucas Lehnert, Michael Rabbat, Paul Mcvay, Qinqing Zheng, Sainbayar Sukhbaatar, Yuandong Tian

arxiv:2402.14083 v2 · 2024-02-21 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T67M7LZAQDZ5MEVKZWWCNA6MYT}

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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

12 papers in Pith

Search, Fail, Recover: A Training Framework for Correction-Aware Reasoning

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

Efficient Test-time Inference for Generative Planning Models with OCL Search

Robots Need More than VLA and World Models

Emergence of Frontier Superposition: M\"obius attractor and Cascade Supervision

Receipt and verification

First computed	2026-07-05T08:12:48.420959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fbecfaf2080f3d612aacdac2683ccc4f606b1459fbc8edd83b4a3a8dd9102d4

Aliases

arxiv: 2402.14083 · arxiv_version: 2402.14083v2 · doi: 10.48550/arxiv.2402.14083 · pith_short_12: T67M7LZAQDZ5 · pith_short_16: T67M7LZAQDZ5MEVK · pith_short_8: T67M7LZA

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/T67M7LZAQDZ5MEVKZWWCNA6MYT \
  | 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: 9fbecfaf2080f3d612aacdac2683ccc4f606b1459fbc8edd83b4a3a8dd9102d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2a51befa063f684ae4cd6d8358f4060f4be6c695adafa0b92bfca70559ada73",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-21T19:17:28Z",
    "title_canon_sha256": "7c1e871a3074115ba50dd4a4170c8bd9bbc701e9436e1b1230acdc3d4b03d86f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14083",
    "kind": "arxiv",
    "version": 2
  }
}