Pith Number

pith:ZI6DO73A

pith:2023:ZI6DO73A5MIBC7ODY7W4YPBIB2

not attested not anchored not stored refs pending

Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach

Bin Hu, Bin Liu, Chenyang Zhao, Pu Zhang, Yuanhang Yang, Zenglin Xu, Zihao Zhou

arxiv:2306.03604 v8 · 2023-06-06 · 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{ZI6DO73A5MIBC7ODY7W4YPBIB2}

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

4 papers in Pith

ClausewitzGPT Framework: A New Frontier in Theoretical Large Language Model Enhanced Information Operations

A Survey on Large Language Model based Autonomous Agents

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment

Receipt and verification

First computed	2026-07-05T08:36:42.333601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca3c377f60eb10117dc3c7edcc3c280e827556477a81a7bbd819237f0e4465f8

Aliases

arxiv: 2306.03604 · arxiv_version: 2306.03604v8 · doi: 10.48550/arxiv.2306.03604 · pith_short_12: ZI6DO73A5MIB · pith_short_16: ZI6DO73A5MIBC7OD · pith_short_8: ZI6DO73A

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/ZI6DO73A5MIBC7ODY7W4YPBIB2 \
  | 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: ca3c377f60eb10117dc3c7edcc3c280e827556477a81a7bbd819237f0e4465f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd2b8121a01444bea503ff7e1437256b41681c1cd6b10ddf1f19d9439e00872b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-06-06T11:49:09Z",
    "title_canon_sha256": "50451388bf40264784ab9bb13fd0a21d864a07b399c28e0f29364ad5e4612d69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03604",
    "kind": "arxiv",
    "version": 8
  }
}