Pith Number

pith:FTOXQWQ2

pith:2024:FTOXQWQ2FDR2BEZLKQTXDUU5V3

not attested not anchored not stored refs pending

Neural Redshift: Random Networks are not Random Functions

Armand Nicolicioiu, Damien Teney, Ehsan Abbasnejad, Valentin Hartmann

arxiv:2403.02241 v3 · 2024-03-04 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FTOXQWQ2FDR2BEZLKQTXDUU5V3}

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

When Do Neural Networks Learn World Models?

Receipt and verification

First computed	2026-07-05T10:55:53.248012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cdd785a1a28e3a0932b542771d29daedcb1eb927b59ed2deccdabbcb63106c7

Aliases

arxiv: 2403.02241 · arxiv_version: 2403.02241v3 · doi: 10.48550/arxiv.2403.02241 · pith_short_12: FTOXQWQ2FDR2 · pith_short_16: FTOXQWQ2FDR2BEZL · pith_short_8: FTOXQWQ2

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/FTOXQWQ2FDR2BEZLKQTXDUU5V3 \
  | 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: 2cdd785a1a28e3a0932b542771d29daedcb1eb927b59ed2deccdabbcb63106c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc3924c10f24f53f915f56f519f07d19a657282d6dbbf08928cb236f8ef71baa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-04T17:33:20Z",
    "title_canon_sha256": "d972e113b8e2b8a834653d92865b8599813a0aa3563f6bf57d4beeeee33f3152"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02241",
    "kind": "arxiv",
    "version": 3
  }
}