Pith Number

pith:ODEMHQFV

pith:2024:ODEMHQFVNQVVRFTROFUBS76KMZ

not attested not anchored not stored refs pending

On the Challenges and Opportunities in Generative AI

Asja Fischer, Bj\"orn Ommer, Christoph Lippert, Clara Meister, Eric Nalisnick, Florian Wenzel, Frank Wood, Gerard de Melo, Guy Van den Broeck, Julia E Vogt, Karen Ullrich, Kushagra Pandey, Laura Manduchi, Maja Rudolph, Marius Kloft, Matthias Kirchler, Rajesh Ranganath, Robert Bamler, Ryan Cotterell, Sina D\"aubener, Sophie Fellenz, Stephan Mandt, Thomas G\"artner, Vincent Fortuin, Yingzhen Li, Yixin Wang

arxiv:2403.00025 v4 · 2024-02-28 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{ODEMHQFVNQVVRFTROFUBS76KMZ}

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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

5 papers in Pith

The Annotation Scarcity Paradox in Low-Resource NLP Evaluation: A Decade of Acceleration and Emerging Constraints

Physics-informed Conditional Normalizing Flows for Angles-only Cislunar Orbit Determination

The Annotation Scarcity Paradox in Low-Resource NLP Evaluation: A Decade of Acceleration and Emerging Constraints

Training-Free Quantum Generative Paradigm via Local Parent Hamiltonians

The Annotation Scarcity Paradox in Low-Resource NLP Evaluation: A Decade of Acceleration and Emerging Constraints

Receipt and verification

First computed	2026-07-05T11:57:30.787689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70c8c3c0b56c2b5896717168197fca66430870c24994429823f8718549e0e734

Aliases

arxiv: 2403.00025 · arxiv_version: 2403.00025v4 · doi: 10.48550/arxiv.2403.00025 · pith_short_12: ODEMHQFVNQVV · pith_short_16: ODEMHQFVNQVVRFTR · pith_short_8: ODEMHQFV

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/ODEMHQFVNQVVRFTROFUBS76KMZ \
  | 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: 70c8c3c0b56c2b5896717168197fca66430870c24994429823f8718549e0e734

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b07dd0675886885c8bee62af39571762fd5af7329e6ce5d53619270a46553316",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-28T15:19:33Z",
    "title_canon_sha256": "764cd5e6e35b7ab86244f66aca7fab41409129b1926b182916e113bd37a5454d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00025",
    "kind": "arxiv",
    "version": 4
  }
}