Pith Number

pith:XJZBJORZ

pith:2024:XJZBJORZC4R44PGKRWZ5FZKCFS

not attested not anchored not stored refs pending

Free Energy Projective Simulation (FEPS): Active inference with interpretability

Alexander Q. Vining, Hans J. Briegel, Jos\'ephine Pazem, Lukas J. Fiderer, Marius Krumm

arxiv:2411.14991 v1 · 2024-11-22 · cs.AI · cs.LG · q-bio.NC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XJZBJORZC4R44PGKRWZ5FZKCFS}

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

Information as Maximum-Caliber Deviation: A bridge between Integrated Information Theory and the Free Energy Principle

Receipt and verification

First computed	2026-07-05T09:39:14.684771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba7214ba391723ce3cca8db3d2e5422caccf44f6c06277adf0bd069561e0c92e

Aliases

arxiv: 2411.14991 · arxiv_version: 2411.14991v1 · doi: 10.48550/arxiv.2411.14991 · pith_short_12: XJZBJORZC4R4 · pith_short_16: XJZBJORZC4R44PGK · pith_short_8: XJZBJORZ

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/XJZBJORZC4R44PGKRWZ5FZKCFS \
  | 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: ba7214ba391723ce3cca8db3d2e5422caccf44f6c06277adf0bd069561e0c92e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "538feac1d53e83c660e5011eb0e519fd360c12265d9cfe71ceb444cd19d0d07d",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-22T15:01:44Z",
    "title_canon_sha256": "07b4836c7d43e79173e54b33d6c1af569d2aadb2c174ece939288b407f5bbb06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14991",
    "kind": "arxiv",
    "version": 1
  }
}