Pith Number

pith:F4NMRPZA

pith:2025:F4NMRPZAQ5O5DFSCNIRNEPO3BJ

not attested not anchored not stored refs pending

LLMPC: Large Language Model Predictive Control

Gabriel Maher

arxiv:2501.02486 v2 · 2025-01-05 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F4NMRPZAQ5O5DFSCNIRNEPO3BJ}

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.

Receipt and verification

First computed	2026-07-05T10:19:35.240769Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f1ac8bf20875dd196426a22d23ddb0a5630f40c198d0dfc36c470d1d213ed8d

Aliases

arxiv: 2501.02486 · arxiv_version: 2501.02486v2 · doi: 10.48550/arxiv.2501.02486 · pith_short_12: F4NMRPZAQ5O5 · pith_short_16: F4NMRPZAQ5O5DFSC · pith_short_8: F4NMRPZA

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/F4NMRPZAQ5O5DFSCNIRNEPO3BJ \
  | 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: 2f1ac8bf20875dd196426a22d23ddb0a5630f40c198d0dfc36c470d1d213ed8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d441e5f82430b13aaf5bd64fede1a83b1d1b547f11ef5c11e7ca72cd63836c23",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-05T09:37:23Z",
    "title_canon_sha256": "0c42b5c774b5b9a1285b958d18ba03a99c63fa30c54f787e558dbcdb486e1a9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02486",
    "kind": "arxiv",
    "version": 2
  }
}