Pith Number

pith:VUBSLKCY

pith:2024:VUBSLKCYFZ2AI4NFG2TEMSOMVM

not attested not anchored not stored refs pending

Assessing AI Utility: The Random Guesser Test for Sequential Decision-Making Systems

Allison Blunt, Djallel Bouneffouf, Shun Ide

arxiv:2407.20276 v2 · 2024-07-25 · cs.CY · 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{VUBSLKCYFZ2AI4NFG2TEMSOMVM}

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

AI Agent Behavioral Science

Receipt and verification

First computed	2026-07-05T08:54:16.275816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad0325a8582e740471a536a64649ccab3c8dd58f875d45588de4a53d9779d5f8

Aliases

arxiv: 2407.20276 · arxiv_version: 2407.20276v2 · doi: 10.48550/arxiv.2407.20276 · pith_short_12: VUBSLKCYFZ2A · pith_short_16: VUBSLKCYFZ2AI4NF · pith_short_8: VUBSLKCY

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/VUBSLKCYFZ2AI4NFG2TEMSOMVM \
  | 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: ad0325a8582e740471a536a64649ccab3c8dd58f875d45588de4a53d9779d5f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09c117f3d2d08c73f060dca289b44a8555c1af9e8451d9f99bb4132bbe7d2698",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-07-25T13:44:22Z",
    "title_canon_sha256": "55ec78de6ee990504cbdf5fd9f18f35306c521499445e2048739f745163ac673"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20276",
    "kind": "arxiv",
    "version": 2
  }
}