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Pith Number

pith:HM5I6NU5

pith:2024:HM5I6NU55YO2XXCP6I74VQQH7E
not attested not anchored not stored refs pending

Deliberation in Latent Space via Differentiable Cache Augmentation

Arthur Szlam, Jiaxing Wu, Jonas Pfeiffer, Jun Xie, Luyang Liu

arxiv:2412.17747 v1 · 2024-12-23 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HM5I6NU55YO2XXCP6I74VQQH7E}

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

6 papers in Pith

Receipt and verification
First computed 2026-07-05T09:53:26.873725Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3b3a8f369dee1dabdc4ff23fcac207f9356c81e834a1f2152f5edde2b50cf7f1

Aliases

arxiv: 2412.17747 · arxiv_version: 2412.17747v1 · doi: 10.48550/arxiv.2412.17747 · pith_short_12: HM5I6NU55YO2 · pith_short_16: HM5I6NU55YO2XXCP · pith_short_8: HM5I6NU5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HM5I6NU55YO2XXCP6I74VQQH7E \
  | 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: 3b3a8f369dee1dabdc4ff23fcac207f9356c81e834a1f2152f5edde2b50cf7f1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "018efa56b0385757b2ba0a26b874813b6a19fd7fa50fbc73634eb1b0bcbdb560",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-23T18:02:25Z",
    "title_canon_sha256": "ee34558fad14225a5de9ca820bfeb323df3bed802095dc7a861b1ffb26ec1f87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17747",
    "kind": "arxiv",
    "version": 1
  }
}