Pith Number

pith:DTDF27KN

pith:2026:DTDF27KNYEVWDW4EQZUYQS2TLZ

not attested not anchored not stored refs pending

AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning

Liang Ding, Miao Zhang, Min Zhang, Siyuan Xiong, Wenkang Zhou, Xuebo Liu, Yutong Wang

arxiv:2602.23258 v2 · 2026-02-26 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTDF27KNYEVWDW4EQZUYQS2TLZ}

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	2026-05-29T02:05:41.914333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cc65d7d4dc12b61db848669884b535e5b45d5d69a910b1a9bfccd3c2caebb46

Aliases

arxiv: 2602.23258 · arxiv_version: 2602.23258v2 · doi: 10.48550/arxiv.2602.23258 · pith_short_12: DTDF27KNYEVW · pith_short_16: DTDF27KNYEVWDW4E · pith_short_8: DTDF27KN

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/DTDF27KNYEVWDW4EQZUYQS2TLZ \
  | 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: 1cc65d7d4dc12b61db848669884b535e5b45d5d69a910b1a9bfccd3c2caebb46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e136c29b235356ce4b9e2866de2f7138ffd511369aed800a21c692348c1d68e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-26T17:31:43Z",
    "title_canon_sha256": "dd06b923b31de496de9414b2f3bf73d2fb91c50cc7c8f96197720f6dcb9d4ac6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.23258",
    "kind": "arxiv",
    "version": 2
  }
}