Pith Number

pith:MJQR36JM

pith:2026:MJQR36JMUUDRQJLL3YAGNXDJTR

not attested not anchored not stored refs pending

ANNEAL: Adapting LLM Agents via Governed Symbolic Patch Learning

Alvaro Velasquez, Houbing Herbert Song, Keyan Guo, Safayat Bin Hakim, Shouhuai Xu, Wenkai Tan

arxiv:2605.16309 v1 · 2026-05-04 · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MJQR36JMUUDRQJLL3YAGNXDJTR}

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	2026-05-20T00:02:16.443340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62611df92ca50718256bde0066dc699c6b5f0acd63bafc5f4304a92ccf1ed991

Aliases

arxiv: 2605.16309 · arxiv_version: 2605.16309v1 · doi: 10.48550/arxiv.2605.16309 · pith_short_12: MJQR36JMUUDR · pith_short_16: MJQR36JMUUDRQJLL · pith_short_8: MJQR36JM

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/MJQR36JMUUDRQJLL3YAGNXDJTR \
  | 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: 62611df92ca50718256bde0066dc699c6b5f0acd63bafc5f4304a92ccf1ed991

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "733ed416cfce00b0553beddc71cc6ca0edf11744848b35ffcafb66c702b81e59",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-04T05:24:03Z",
    "title_canon_sha256": "6ad5c2e6b9d41f14b5edc68ce5269e407e39650d97a602d5a527bfe4cad5d1f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16309",
    "kind": "arxiv",
    "version": 1
  }
}