Pith Number

pith:ENE5VF5K

pith:2022:ENE5VF5KQPX366AQPCELY3JVAA

not attested not anchored not stored refs pending

Designing Ecosystems of Intelligence from First Principles

Alexander Tschantz, Alex B Kiefer, Beren Millidge, Brennan Klein, Capm Petersen, Christopher L Buckley, Conor Heins, Dalton A R Sakthivadivel, Dan Mapes, Gabriel Ren\'e, Jason G Fox, Kaiser Fung, Karl J Friston, Magnus Koudahl, Mahault Albarracin, Maxwell J D Ramstead, Riddhi J Pitliya, Safae Essafi Tremblay, Steven Swanson, Toby St Clere Smithe

arxiv:2212.01354 v2 · 2022-12-02 · cs.AI · cs.MA · nlin.AO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ENE5VF5KQPX366AQPCELY3JVAA}

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

Mesh Inference: A Formal Model of Collective Inference Without a Center

What Type of Inference is Active Inference?

Expected Free Energy-based Planning as Variational Inference

Receipt and verification

First computed	2026-07-05T07:32:16.181705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2349da97aa83efbf78107888bc6d35000db74346a47f64d2bad949c14864386b

Aliases

arxiv: 2212.01354 · arxiv_version: 2212.01354v2 · doi: 10.48550/arxiv.2212.01354 · pith_short_12: ENE5VF5KQPX3 · pith_short_16: ENE5VF5KQPX366AQ · pith_short_8: ENE5VF5K

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/ENE5VF5KQPX366AQPCELY3JVAA \
  | 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: 2349da97aa83efbf78107888bc6d35000db74346a47f64d2bad949c14864386b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "714cd79ef07044cf05659964da05220ceb397eb56d872ab5d396ec0eb976861d",
    "cross_cats_sorted": [
      "cs.MA",
      "nlin.AO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-12-02T18:24:06Z",
    "title_canon_sha256": "cf040b03cd8d87e55b6c8a6f067f55cdfcc2990292a7406070071776c30e7845"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.01354",
    "kind": "arxiv",
    "version": 2
  }
}