Pith Number

pith:WAYX6VOC

pith:2026:WAYX6VOCJWY653J7QNKCOXSL43

not attested not anchored not stored refs pending

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents

Haoyi Hu, Jianghao Lin, Qirong Lyu, Weinan Zhang, Weiwen Liu, Xianghan Kong, Yan Xu, Yasheng Wang, Yong Yu, Zixuan Guo

arxiv:2605.25971 v1 · 2026-05-25 · cs.CL · cs.IR · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WAYX6VOCJWY653J7QNKCOXSL43}

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	2026-05-26T02:05:21.189529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0317f55c24db1eeed3f8354275e4be6fd42c65e5bccdf315758e21a7e17a44d

Aliases

arxiv: 2605.25971 · arxiv_version: 2605.25971v1 · doi: 10.48550/arxiv.2605.25971 · pith_short_12: WAYX6VOCJWY6 · pith_short_16: WAYX6VOCJWY653J7 · pith_short_8: WAYX6VOC

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/WAYX6VOCJWY653J7QNKCOXSL43 \
  | 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: b0317f55c24db1eeed3f8354275e4be6fd42c65e5bccdf315758e21a7e17a44d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c858194277303e07d9c339212b85b226416027ce4548cd5fb4de62c828583d6",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-25T15:47:21Z",
    "title_canon_sha256": "d804964055618548cfb7d9ac86164333eed816d37637f7f779987ea6324e34dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25971",
    "kind": "arxiv",
    "version": 1
  }
}