Pith Number

pith:RJGPJNK3

pith:2024:RJGPJNK3X5JMSPAFPRMKM2JBNS

not attested not anchored not stored refs pending

Quantifying the Gain in Weak-to-Strong Generalization

Chirag Pabbaraju, Kirankumar Shiragur, Moses Charikar

arxiv:2405.15116 v2 · 2024-05-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RJGPJNK3X5JMSPAFPRMKM2JBNS}

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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

1 paper in Pith

Representations Shape Weak-to-Strong Generalization: Theoretical Insights and Empirical Predictions

Receipt and verification

First computed	2026-07-05T09:24:16.784100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a4cf4b55bbf52c93c057c58a669216cbdd0a315d159dc13588eab28608a4960

Aliases

arxiv: 2405.15116 · arxiv_version: 2405.15116v2 · doi: 10.48550/arxiv.2405.15116 · pith_short_12: RJGPJNK3X5JM · pith_short_16: RJGPJNK3X5JMSPAF · pith_short_8: RJGPJNK3

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/RJGPJNK3X5JMSPAFPRMKM2JBNS \
  | 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: 8a4cf4b55bbf52c93c057c58a669216cbdd0a315d159dc13588eab28608a4960

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddf0a042638c7f4b410c93a45e5936cb4c8d9e6a914bc78ce284cef92570d2b0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T00:14:16Z",
    "title_canon_sha256": "a460d2c83a463cb98df80c7286ad9b6cd38ff8e90b4b7074d157b073ef0b3a74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15116",
    "kind": "arxiv",
    "version": 2
  }
}