Pith Number

pith:4OTQ5ASA

pith:2024:4OTQ5ASAGACFT5IFCEV3SIHH4Q

not attested not anchored not stored refs pending

Devil's Advocate: Anticipatory Reflection for LLM Agents

Dan Roth, Haoyu Wang, Tao Li, Yang Li, Zhiwei Deng

arxiv:2405.16334 v4 · 2024-05-25 · 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{4OTQ5ASAGACFT5IFCEV3SIHH4Q}

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

1 paper in Pith

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Receipt and verification

First computed	2026-07-05T08:35:02.928067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3a70e8240300459f505112bb920e7e436b694b79ba46ea53987c9fa344175b4

Aliases

arxiv: 2405.16334 · arxiv_version: 2405.16334v4 · doi: 10.48550/arxiv.2405.16334 · pith_short_12: 4OTQ5ASAGACF · pith_short_16: 4OTQ5ASAGACFT5IF · pith_short_8: 4OTQ5ASA

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/4OTQ5ASAGACFT5IFCEV3SIHH4Q \
  | 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: e3a70e8240300459f505112bb920e7e436b694b79ba46ea53987c9fa344175b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37af5105a7788d488b74ee9868b9e6c2d505f63fad926a9e08c99505fc32715f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-25T19:20:15Z",
    "title_canon_sha256": "c35967ab7ceba30af7eb310ddd1c60c722941694c75b9613a9a346a76e96f4d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16334",
    "kind": "arxiv",
    "version": 4
  }
}