Pith Number

pith:BQ3KTSUR

pith:2024:BQ3KTSURDRPAGR64X2VXHWRIJ2

not attested not anchored not stored refs pending

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance

Cheng Qian, Fangming Liu, Guirong Chen, Huadong Wang, Maosong Sun, Qinyu Luo, Shenzhi Yang, Weiwen Liu, Xin Cong, Yankai Lin, Yasheng Wang, Yaxi Lu, Yesai Wu, Zhiyuan Liu, Zhong Zhang

arxiv:2410.12361 v3 · 2024-10-16 · 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{BQ3KTSURDRPAGR64X2VXHWRIJ2}

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.

Cited by

16 papers in Pith

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks

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

DiscussLLM: Teaching Large Language Models When to Speak

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement

Receipt and verification

First computed	2026-07-05T09:43:35.321770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c36a9ca911c5e0347dcbeab73da284ea8a5ac3d112ef55ee1cc2ba1ea3903c5

Aliases

arxiv: 2410.12361 · arxiv_version: 2410.12361v3 · doi: 10.48550/arxiv.2410.12361 · pith_short_12: BQ3KTSURDRPA · pith_short_16: BQ3KTSURDRPAGR64 · pith_short_8: BQ3KTSUR

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/BQ3KTSURDRPAGR64X2VXHWRIJ2 \
  | 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: 0c36a9ca911c5e0347dcbeab73da284ea8a5ac3d112ef55ee1cc2ba1ea3903c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81094267099289a545567173a73823739f2344284a701e44a962e0163f65d143",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-16T08:24:09Z",
    "title_canon_sha256": "f9192a42c0e408ee9615a8d9538800571aaa6f9b2d7448e9780f2946494bc9d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12361",
    "kind": "arxiv",
    "version": 3
  }
}