Pith Number

pith:EVCXLGWQ

pith:2025:EVCXLGWQP3323PIC6H2FOBFLAP

not attested not anchored not stored refs pending

Risk-Averse Finetuning of Large Language Models

Dileep Kalathil, Sapana Chaudhary, Srinivas Shakkottai, Ujwal Dinesha

arxiv:2501.06911 v1 · 2025-01-12 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EVCXLGWQP3323PIC6H2FOBFLAP}

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	2026-07-05T10:00:12.258442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2545759ad07ef7adbd02f1f45704ab03df9aee3e4f0f357ed09ead4ff88d2a4f

Aliases

arxiv: 2501.06911 · arxiv_version: 2501.06911v1 · doi: 10.48550/arxiv.2501.06911 · pith_short_12: EVCXLGWQP332 · pith_short_16: EVCXLGWQP3323PIC · pith_short_8: EVCXLGWQ

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/EVCXLGWQP3323PIC6H2FOBFLAP \
  | 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: 2545759ad07ef7adbd02f1f45704ab03df9aee3e4f0f357ed09ead4ff88d2a4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c441fe9d9daf3e453e9f7c1443130ac1747afd6b324f8a44331c99673223fd8e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-12T19:48:21Z",
    "title_canon_sha256": "f2b74623aaf1ff69c8bf8a6eecc8e0e9442e5598b5b4494993b663c63dd6dca4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06911",
    "kind": "arxiv",
    "version": 1
  }
}