Pith Number

pith:4SKCAOQO

pith:2024:4SKCAOQOAQTJZC3ODFDWUBP45C

not attested not anchored not stored refs pending

COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations

Nicholas Waytowich, Vinicius G. Goecks

arxiv:2402.01786 v2 · 2024-02-01 · cs.AI · cs.CL · cs.HC · 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{4SKCAOQOAQTJZC3ODFDWUBP45C}

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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

1 paper in Pith

Military AI Cyber Agents (MAICAs) Constitute a Global Threat to Critical Infrastructure

Receipt and verification

First computed	2026-07-05T08:01:36.934630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e494203a0e04269c8b6e19476a05fce8a1831b993d733e2a480d22ffd6cd4c39

Aliases

arxiv: 2402.01786 · arxiv_version: 2402.01786v2 · doi: 10.48550/arxiv.2402.01786 · pith_short_12: 4SKCAOQOAQTJ · pith_short_16: 4SKCAOQOAQTJZC3O · pith_short_8: 4SKCAOQO

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/4SKCAOQOAQTJZC3ODFDWUBP45C \
  | 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: e494203a0e04269c8b6e19476a05fce8a1831b993d733e2a480d22ffd6cd4c39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14afc032d91b3715086be9594337794af154392c29f27666133b87ece241e788",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-01T21:51:09Z",
    "title_canon_sha256": "b25ff9a61c913a23080d38ccca3c6217690090cea7f29c0e4821491f7f9d09a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01786",
    "kind": "arxiv",
    "version": 2
  }
}