Pith Number

pith:DJIZPA7X

pith:2024:DJIZPA7XJBN5COGXKBBRN2PR7B

not attested not anchored not stored refs pending

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

Cl\'ement Romac, Edward Beeching, Emmanuel Dellandr\'ea, Quentin Gallou\'edec

arxiv:2402.09844 v3 · 2024-02-15 · 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{DJIZPA7XJBN5COGXKBBRN2PR7B}

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

3 papers in Pith

Towards Scalable Multi-Task Reinforcement Learning with Large Decision Models

WestWorld: A Knowledge-Encoded Scalable Trajectory World Model for Diverse Robotic Systems

Test-Time Perturbation Learning with Delayed Feedback for Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T08:42:21.892683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a519783f7485bd138d7504316e9f1f8702e9f202d92a5c2cea0ce9ae0c6b398

Aliases

arxiv: 2402.09844 · arxiv_version: 2402.09844v3 · doi: 10.48550/arxiv.2402.09844 · pith_short_12: DJIZPA7XJBN5 · pith_short_16: DJIZPA7XJBN5COGX · pith_short_8: DJIZPA7X

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/DJIZPA7XJBN5COGXKBBRN2PR7B \
  | 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: 1a519783f7485bd138d7504316e9f1f8702e9f202d92a5c2cea0ce9ae0c6b398

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "775378a51fe67fadfbdfd04f1f04cf0eb7db02acf52e249cd6b0236328b18819",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-15T10:01:55Z",
    "title_canon_sha256": "bbeb14d1700e2d459638f9d49a4d6308f60061ec3bfb3016186371b633c24af3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09844",
    "kind": "arxiv",
    "version": 3
  }
}