Pith Number

pith:7XMH3QMP

pith:2026:7XMH3QMPZ3L7HOE6WKHKDOBXT3

not attested not anchored not stored refs pending

FRAMES: Guarded and Dual-Objective Skill Evolution for Agents in Policy-Governed Enterprise Workflows

Bo Wan, Chen Dan, Mengxi Luo, Ruoqi Shu, Tianhua Xu, Xuhui Wang, Yanming Mai

arxiv:2608.01772 v1 · 2026-08-03 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7XMH3QMPZ3L7HOE6WKHKDOBXT3}

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	2026-08-04T02:06:52.407500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdd87dc18fced7f3b89eb28ea1b8379eccc01a3c210d74e409918f7601f5db0a

Aliases

arxiv: 2608.01772 · arxiv_version: 2608.01772v1 · doi: 10.48550/arxiv.2608.01772 · pith_short_12: 7XMH3QMPZ3L7 · pith_short_16: 7XMH3QMPZ3L7HOE6 · pith_short_8: 7XMH3QMP

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/7XMH3QMPZ3L7HOE6WKHKDOBXT3 \
  | 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: fdd87dc18fced7f3b89eb28ea1b8379eccc01a3c210d74e409918f7601f5db0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6de616bb859bcd8196b3f80f0dc36db98b47d27ee73c66211c311f53f483ca05",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-03T06:46:47Z",
    "title_canon_sha256": "b7363701c4e141287367a69ee909cf97df20383adfab4ce13626f092b8a7b7d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01772",
    "kind": "arxiv",
    "version": 1
  }
}