Pith Number

pith:7ALYEMBM

pith:2025:7ALYEMBMVYRCE4CCOO5WGHM74E

not attested not anchored not stored refs pending

A Comprehensive Review of AI Agents: Transforming Possibilities in Technology and Beyond

Andrews Damoah, Chenyu Zhang, Christian Shun Jin, Cristabelle De Souza, Joshua Sherwood, Lifu Gao, Lulu Chen, Minjie Shen, Nawwaf Aleisa, Peiyan Liu, Qikai Yang, Qun Wang, Xiaodong Qu, Yanshu Li, Zeyuan Hou

arxiv:2508.11957 v1 · 2025-08-16 · cs.MA · 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{7ALYEMBMVYRCE4CCOO5WGHM74E}

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

Agentic coding without the cloud: evaluating open-weight large language models on longitudinal data preparation tasks

Receipt and verification

First computed	2026-07-05T11:54:57.818110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f81782302cae2222704273bb631d9fe11ef29fa1db9345683e6cf02ee78ebe6d

Aliases

arxiv: 2508.11957 · arxiv_version: 2508.11957v1 · doi: 10.48550/arxiv.2508.11957 · pith_short_12: 7ALYEMBMVYRC · pith_short_16: 7ALYEMBMVYRCE4CC · pith_short_8: 7ALYEMBM

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/7ALYEMBMVYRCE4CCOO5WGHM74E \
  | 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: f81782302cae2222704273bb631d9fe11ef29fa1db9345683e6cf02ee78ebe6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f896deb5f6b01d2993759676aae0b8fa29fd8084fd7d15f5f7c012dfea2e8354",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-08-16T07:38:45Z",
    "title_canon_sha256": "41839c036ac13a32ab64cf63fb0eddde270757a67d2d34be8a0f82f7cb4315b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11957",
    "kind": "arxiv",
    "version": 1
  }
}