Pith Number

pith:ZBXDSVYV

pith:2025:ZBXDSVYVGQSVLFMRXOY7MMI6LN

not attested not anchored not stored refs pending

Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics

Bao Chunjia, Chengliang Wang, Haoming Wang, Sheng Jin, Yongbo Yang, Zhiqi Gao

arxiv:2510.11290 v1 · 2025-10-13 · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZBXDSVYVGQSVLFMRXOY7MMI6LN}

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	2026-06-11T01:09:20.029909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c86e3957153425559591bbb1f6311e5b7c3b5fd23b7553f5e21265831bdd82d1

Aliases

arxiv: 2510.11290 · arxiv_version: 2510.11290v1 · doi: 10.48550/arxiv.2510.11290 · pith_short_12: ZBXDSVYVGQSV · pith_short_16: ZBXDSVYVGQSVLFMR · pith_short_8: ZBXDSVYV

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/ZBXDSVYVGQSVLFMRXOY7MMI6LN \
  | 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: c86e3957153425559591bbb1f6311e5b7c3b5fd23b7553f5e21265831bdd82d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "179c313c3c5a8271d3d7cba15cf056472f69f62cd5240aa6e9402f213e170859",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-13T11:27:53Z",
    "title_canon_sha256": "d38f3054a295124c9838d752efd5f0f8ddf5ef72b1918e0176aa1bfb646d698a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.11290",
    "kind": "arxiv",
    "version": 1
  }
}