Pith Number

pith:KLEDRHM4

pith:2023:KLEDRHM4UWLVGEBJZVELBPG5KN

not attested not anchored not stored refs pending

On efficient computation in active inference

Adeel Razi, Aswin Paul, Lancelot Da Costa, Noor Sajid

arxiv:2307.00504 v1 · 2023-07-02 · cs.LG · cs.AI · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KLEDRHM4UWLVGEBJZVELBPG5KN}

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

Deep Active Inference Agents for Delayed and Long-Horizon Environments

Receipt and verification

First computed	2026-07-05T08:30:03.924264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52c8389d9ca597531029cd48b0bcdd535944da1929342742a59435e255cf70e3

Aliases

arxiv: 2307.00504 · arxiv_version: 2307.00504v1 · doi: 10.48550/arxiv.2307.00504 · pith_short_12: KLEDRHM4UWLV · pith_short_16: KLEDRHM4UWLVGEBJ · pith_short_8: KLEDRHM4

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/KLEDRHM4UWLVGEBJZVELBPG5KN \
  | 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: 52c8389d9ca597531029cd48b0bcdd535944da1929342742a59435e255cf70e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36217b3698aac8f5e12ba31223fe6583cb87c82e8bfdfc22044cfae54c77d6a0",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-02T07:38:56Z",
    "title_canon_sha256": "ff33b6397657680684f0aba10c5877c8ac3236de3d9e15aef4b3e2910a785ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.00504",
    "kind": "arxiv",
    "version": 1
  }
}