Pith Number

pith:XGWJDJVK

pith:2025:XGWJDJVKQZVU7HHIDM2FCE5HFC

not attested not anchored not stored refs pending

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation

Andrej Jovanovic, Dan Alistarh, Eugenia Iofinova

arxiv:2502.06560 v2 · 2025-02-10 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XGWJDJVKQZVU7HHIDM2FCE5HFC}

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.

Receipt and verification

First computed	2026-07-05T11:14:03.426823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9ac91a6aa866b4f9ce81b345113a728830c93a10575566b535081e1209ac973

Aliases

arxiv: 2502.06560 · arxiv_version: 2502.06560v2 · doi: 10.48550/arxiv.2502.06560 · pith_short_12: XGWJDJVKQZVU · pith_short_16: XGWJDJVKQZVU7HHI · pith_short_8: XGWJDJVK

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/XGWJDJVKQZVU7HHIDM2FCE5HFC \
  | 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: b9ac91a6aa866b4f9ce81b345113a728830c93a10575566b535081e1209ac973

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a1dfa3bbeb605976e4990b8cf162e0e246106b9b8d2b4b882d1a65182970bd7",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T15:25:11Z",
    "title_canon_sha256": "340a4f4170dcafcc445185e9ec2f6283f49a2e1fe7182b6ab3961dad0bff5fe2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06560",
    "kind": "arxiv",
    "version": 2
  }
}