Pith Number

pith:UTDZYGJY

pith:2024:UTDZYGJYQXLO4RJA7FECMEV7BB

not attested not anchored not stored refs pending

Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence

Audun Josang, Bertalan Borsos, Bilel Cherif, Lajos Muzsai, Lucas C. Cordeiro, Merouane Debbah, Mohamed Amine Ferrag, Norbert Tihanyi, Rebeka Toth, Richard A. Dubniczky, Ridhi Jain, Ryan Marinelli, Tamas Bisztray, Vasileios Mavroeidis

arxiv:2410.15490 v3 · 2024-10-20 · cs.AI · 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{UTDZYGJYQXLO4RJA7FECMEV7BB}

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	2026-07-05T09:39:28.169579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4c79c193885d6ee4520f9482612bf087d8e14fc244c034014137e6800040513

Aliases

arxiv: 2410.15490 · arxiv_version: 2410.15490v3 · doi: 10.48550/arxiv.2410.15490 · pith_short_12: UTDZYGJYQXLO · pith_short_16: UTDZYGJYQXLO4RJA · pith_short_8: UTDZYGJY

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/UTDZYGJYQXLO4RJA7FECMEV7BB \
  | 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: a4c79c193885d6ee4520f9482612bf087d8e14fc244c034014137e6800040513

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2574322d1a2cd6f1dfaf4f74c4e8cce8063ad4c4f81478fe44e117f4845a9fbe",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-20T20:07:36Z",
    "title_canon_sha256": "dfbbf81b9de7fc162817c25abeac4b970ae3e6e6a07ceab0b9f46b2a5b6a4487"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15490",
    "kind": "arxiv",
    "version": 3
  }
}