Pith Number

pith:X6KPUBL2

pith:2024:X6KPUBL26DWIN5OFZZWQQ2WY4S

not attested not anchored not stored refs pending

Unexpected Benefits of Self-Modeling in Neural Systems

Diogo Schwerz de Lucena, Florin Pop, Judd Rosenblatt, Kirsten Ziman, Michael S. A. Graziano, Michael Vaiana, Vickram N. Premakumar

arxiv:2407.10188 v2 · 2024-07-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X6KPUBL26DWIN5OFZZWQQ2WY4S}

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

2 papers in Pith

Emergent Language as an Approach to Conscious AI

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry

Receipt and verification

First computed	2026-07-05T08:47:54.594303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf94fa057af0ec86f5c5ce6d086ad8e4a2a1197db90e4333eda0b0ae18edea20

Aliases

arxiv: 2407.10188 · arxiv_version: 2407.10188v2 · doi: 10.48550/arxiv.2407.10188 · pith_short_12: X6KPUBL26DWI · pith_short_16: X6KPUBL26DWIN5OF · pith_short_8: X6KPUBL2

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/X6KPUBL26DWIN5OFZZWQQ2WY4S \
  | 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: bf94fa057af0ec86f5c5ce6d086ad8e4a2a1197db90e4333eda0b0ae18edea20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a13dbb33ebbbdb78ae8be81b52cead6a490a3f4d0b2d4e055e57a4a6881d4402",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-14T13:16:23Z",
    "title_canon_sha256": "4b282d9cd8c63ec9369a6686bd9ccf54a5e03583c537c26ed15946ad2c4e3cf5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10188",
    "kind": "arxiv",
    "version": 2
  }
}