Pith Number

pith:APS26XOL

pith:2026:APS26XOLPQXGV44IHTLSVWZI2F

not attested not anchored not stored refs pending

Diagnosing Failure Modes of Shared-State Collaboration in Resource-Constrained Visual Agents

Yunpeng Zhou

arxiv:2605.31354 v1 · 2026-05-29 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{APS26XOLPQXGV44IHTLSVWZI2F}

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	2026-06-01T02:04:00.439180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03e5af5dcb7c2e6af3883cd72adb28d16fa07c63cf69bedccf84625acafefaa8

Aliases

arxiv: 2605.31354 · arxiv_version: 2605.31354v1 · doi: 10.48550/arxiv.2605.31354 · pith_short_12: APS26XOLPQXG · pith_short_16: APS26XOLPQXGV44I · pith_short_8: APS26XOL

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/APS26XOLPQXGV44IHTLSVWZI2F \
  | 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: 03e5af5dcb7c2e6af3883cd72adb28d16fa07c63cf69bedccf84625acafefaa8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b3d66b3fec817b39618eea328dfee1fda0c415c263a34907cf5fed23a6db752",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-29T14:29:56Z",
    "title_canon_sha256": "1b6bf662a99a01d365bc2db58a97eef9907432e1463658f4591bd9aed5843656"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31354",
    "kind": "arxiv",
    "version": 1
  }
}