Pith Number

pith:NUY3N7AV

pith:2026:NUY3N7AVOP2LZJYMIWLE57QZ4C

not attested not anchored not stored refs pending

FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast

Adrian Taylor, Chung-Horng Lung, Igor Bogdanov, Jie Gao, Marzia Zaman, Thomas Kunz

arxiv:2605.16233 v1 · 2026-05-15 · cs.AI · cs.CL · cs.LG · cs.MA · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NUY3N7AVOP2LZJYMIWLE57QZ4C}

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	2026-05-20T00:01:59.298556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d31b6fc1573f4bca70c45964efe19e089f7e5d7f6ab6016287b051b1d8e44a0

Aliases

arxiv: 2605.16233 · arxiv_version: 2605.16233v1 · doi: 10.48550/arxiv.2605.16233 · pith_short_12: NUY3N7AVOP2L · pith_short_16: NUY3N7AVOP2LZJYM · pith_short_8: NUY3N7AV

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/NUY3N7AVOP2LZJYMIWLE57QZ4C \
  | 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: 6d31b6fc1573f4bca70c45964efe19e089f7e5d7f6ab6016287b051b1d8e44a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa3a4a9863e0d33a55bfcf9f9b32efb49ead638dbe5c58d95b2c8379ca2e691b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.MA",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-15T17:42:49Z",
    "title_canon_sha256": "cdc9c7c58bbbe3b4ae85dfb407fdbddb471346559005aed18e13d29cc515cba9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16233",
    "kind": "arxiv",
    "version": 1
  }
}