pith. sign in
Pith Number

pith:UD7YKOGZ

pith:2024:UD7YKOGZIKJF5KAF5GJ2PM7WFE
not attested not anchored not stored refs pending

Competition and Diversity in Generative AI

Manish Raghavan

arxiv:2412.08610 v3 · 2024-12-11 · cs.GT · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UD7YKOGZIKJF5KAF5GJ2PM7WFE}

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

Receipt and verification
First computed 2026-06-12T01:09:06.539254Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a0ff8538d942925ea805e993a7b3f6290d165decabc0d36e5312168ddef59458

Aliases

arxiv: 2412.08610 · arxiv_version: 2412.08610v3 · doi: 10.48550/arxiv.2412.08610 · pith_short_12: UD7YKOGZIKJF · pith_short_16: UD7YKOGZIKJF5KAF · pith_short_8: UD7YKOGZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UD7YKOGZIKJF5KAF5GJ2PM7WFE \
  | 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: a0ff8538d942925ea805e993a7b3f6290d165decabc0d36e5312168ddef59458
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0870ccd9a381eec358db5ca267f9265ed24fcca68d8af5a1e9fd4e1ce63b853a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-12-11T18:34:31Z",
    "title_canon_sha256": "b1e9a8357ab8a1d740ea8b6335e79270e43fc4ce73a8f360a0cb9c835d08c7aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08610",
    "kind": "arxiv",
    "version": 3
  }
}