Pith Number

pith:N4HPW5HB

pith:2023:N4HPW5HBKFNYT4RMMPIMXTDFYF

not attested not anchored not stored refs pending

Self-Consuming Generative Models Go MAD

Ahmed Imtiaz Humayun, Ali Siahkoohi, Daniel LeJeune, Hossein Babaei, Josue Casco-Rodriguez, Lorenzo Luzi, Richard G. Baraniuk, Sina Alemohammad

arxiv:2307.01850 v1 · 2023-07-04 · 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{N4HPW5HBKFNYT4RMMPIMXTDFYF}

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

13 papers in Pith

A Knowledge Theory of Capital:The Value of Natural and Artificial Intelligence, Volume 1

Isolating LLM Lexical Bias: A Curation-Free Triangulated Metric for Preference-Stage Learning

A Knowledge Theory of Capital:The Value of Natural and Artificial Intelligence, Volume 1

Emotion Profiling in LLM-Based Literary Translation: Systematic Shifts Across MT and Post-Editing

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices

Receipt and verification

First computed	2026-07-05T06:28:01.717482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f0efb74e1515b89f22c63d0cbcc65c15f3d56a1edef6688efaba3a224a59c26

Aliases

arxiv: 2307.01850 · arxiv_version: 2307.01850v1 · doi: 10.48550/arxiv.2307.01850 · pith_short_12: N4HPW5HBKFNY · pith_short_16: N4HPW5HBKFNYT4RM · pith_short_8: N4HPW5HB

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/N4HPW5HBKFNYT4RMMPIMXTDFYF \
  | 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: 6f0efb74e1515b89f22c63d0cbcc65c15f3d56a1edef6688efaba3a224a59c26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccd7e716221d48eb474351da99cdc8133a91441e99e3362e2eac365777891728",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-04T17:59:31Z",
    "title_canon_sha256": "373fb00532ea505d5a7e95365e03019d74c3c3f8d7e686c82c6c23bce619ec46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.01850",
    "kind": "arxiv",
    "version": 1
  }
}