Pith Number

pith:XUPFW3WE

pith:2023:XUPFW3WEZTIM5Y5LGGFW2U4ZVT

not attested not anchored not stored refs pending

Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Boyi Liu, Hao Hu, Hongyi Guo, Shenao Zhang, Shuqi Ke, Zhaoran Wang, Zhihan Liu

arxiv:2309.17382 v3 · 2023-09-29 · 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{XUPFW3WEZTIM5Y5LGGFW2U4ZVT}

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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

3 papers in Pith

Robots Need More than VLA and World Models

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

State-Centric Decision Process

Receipt and verification

First computed	2026-07-05T08:38:34.564418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd1e5b6ec4ccd0cee3ab318b6d5399ace412671b8c6c76974e59f88822cca5cb

Aliases

arxiv: 2309.17382 · arxiv_version: 2309.17382v3 · doi: 10.48550/arxiv.2309.17382 · pith_short_12: XUPFW3WEZTIM · pith_short_16: XUPFW3WEZTIM5Y5L · pith_short_8: XUPFW3WE

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/XUPFW3WEZTIM5Y5LGGFW2U4ZVT \
  | 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: bd1e5b6ec4ccd0cee3ab318b6d5399ace412671b8c6c76974e59f88822cca5cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b080a5808735da510c61ea28559f7aaf189bbae962f550d8c8f7a720ceeb57bb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-09-29T16:36:39Z",
    "title_canon_sha256": "3b742498cbb730f85523e36e6113a5d6a029e2e4296ad46488d06aa73d9ff13b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.17382",
    "kind": "arxiv",
    "version": 3
  }
}