Pith Number

pith:AZA3F3OL

pith:2024:AZA3F3OLD4GNT7XRTBQDBCTZLJ

not attested not anchored not stored refs pending

Consistent estimation of generative model representations in the data kernel perspective space

Aranyak Acharyya, Carey E. Priebe, Hayden S. Helm, Michael W. Trosset

arxiv:2409.17308 v2 · 2024-09-25 · cs.LG · math.ST · stat.TH

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\usepackage{pith}
\pithnumber{AZA3F3OLD4GNT7XRTBQDBCTZLJ}

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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

Query-efficient model evaluation using cached responses

Jailbreak susceptibility prediction and mitigation via the behavioral geometry of models

Control Charts for Multi-agent Systems

Black-box model classification under the discriminative factorization

Recovering manifold structure in LLM responses through a joint Euclidean mirror

Receipt and verification

First computed	2026-07-05T10:02:06.706100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0641b2edcb1f0cd9fef19860308a795a6cf13b7c209e9f699d3bf3d8a29e0197

Aliases

arxiv: 2409.17308 · arxiv_version: 2409.17308v2 · doi: 10.48550/arxiv.2409.17308 · pith_short_12: AZA3F3OLD4GN · pith_short_16: AZA3F3OLD4GNT7XR · pith_short_8: AZA3F3OL

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/AZA3F3OLD4GNT7XRTBQDBCTZLJ \
  | 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: 0641b2edcb1f0cd9fef19860308a795a6cf13b7c209e9f699d3bf3d8a29e0197

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bb603406a2fbd47d9e9a7db0c055824c6bde6d4f0eafc620f9f996342df077f",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-25T19:35:58Z",
    "title_canon_sha256": "af8662f4bdfef94b4d8822027e30a7242797fab949bdf45a98e4cbc27ffa487d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17308",
    "kind": "arxiv",
    "version": 2
  }
}