Pith Number

pith:RCRWEHAT

pith:2025:RCRWEHATIN36YQMTW7GLV5TJFQ

not attested not anchored not stored refs pending

AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation

Chien-Sheng Wu, Philippe Laban, Tuhin Chakrabarty

arxiv:2504.07532 v3 · 2025-04-10 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RCRWEHATIN36YQMTW7GLV5TJFQ}

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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

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Narrix: Remixing Narrative Strategies from Examples for Story Writing

LLMs Corrupt Your Documents When You Delegate

Receipt and verification

First computed	2026-07-05T11:53:01.088798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88a3621c134377ec4193b7ccbaf6692c2864abe974b3f30339f3ed1bde7d9c90

Aliases

arxiv: 2504.07532 · arxiv_version: 2504.07532v3 · doi: 10.48550/arxiv.2504.07532 · pith_short_12: RCRWEHATIN36 · pith_short_16: RCRWEHATIN36YQMT · pith_short_8: RCRWEHAT

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/RCRWEHATIN36YQMTW7GLV5TJFQ \
  | 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: 88a3621c134377ec4193b7ccbaf6692c2864abe974b3f30339f3ed1bde7d9c90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18f7fa6314ed843eb88bb4df25551b10b208fa262a33ff892669f6900886a3a6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-10T07:58:05Z",
    "title_canon_sha256": "8b102a07cc9de30d02a168fa6912190223dc343b4498ba0de80fe5d1c8007471"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.07532",
    "kind": "arxiv",
    "version": 3
  }
}