Pith Number

pith:NPNT5JPF

pith:2024:NPNT5JPFJLB5FZQGPIXBGUMKPX

not attested not anchored not stored refs pending

Provable Weak-to-Strong Generalization via Benign Overfitting

Anant Sahai, David X. Wu

arxiv:2410.04638 v2 · 2024-10-06 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NPNT5JPFJLB5FZQGPIXBGUMKPX}

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

2 papers in Pith

Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension

Weak-to-Strong Generalization is Nearly Inevitable (in Linear Models)

Receipt and verification

First computed	2026-07-05T10:07:45.149984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bdb3ea5e54ac3d2e6067a2e13518a7ddaef05e7a560fef9db5e3a9107a91e78

Aliases

arxiv: 2410.04638 · arxiv_version: 2410.04638v2 · doi: 10.48550/arxiv.2410.04638 · pith_short_12: NPNT5JPFJLB5 · pith_short_16: NPNT5JPFJLB5FZQG · pith_short_8: NPNT5JPF

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/NPNT5JPFJLB5FZQGPIXBGUMKPX \
  | 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: 6bdb3ea5e54ac3d2e6067a2e13518a7ddaef05e7a560fef9db5e3a9107a91e78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a0a9a8638e1c7a5641f948b3970c5e7b820d8d731a5cf689371c165ff96e4c8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-06T22:10:50Z",
    "title_canon_sha256": "f62f07e90a64606e145eb63d045d3c3ea41c8ac3cbf77dccebd49f0c787f4e25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04638",
    "kind": "arxiv",
    "version": 2
  }
}