Pith Number

pith:6JU2JQE5

pith:2022:6JU2JQE5RWAI3RQR2YXVE635H6

not attested not anchored not stored refs pending

When does Bias Transfer in Transfer Learning?

Aleksander Madry, Andrew Ilyas, Eric Wong, Hadi Salman, Logan Engstrom, Saachi Jain

arxiv:2207.02842 v1 · 2022-07-06 · 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{6JU2JQE5RWAI3RQR2YXVE635H6}

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

Position: Mind the Gap-AI Security and the Limits of Current Reporting Standards

Safety Drift After Fine-Tuning: Evidence from High-Stakes Domains

Receipt and verification

First computed	2026-07-05T04:38:08.364327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f269a4c09d8d808dc611d62f527b7d3fa3ac38d850381f50629546cc5fb00094

Aliases

arxiv: 2207.02842 · arxiv_version: 2207.02842v1 · doi: 10.48550/arxiv.2207.02842 · pith_short_12: 6JU2JQE5RWAI · pith_short_16: 6JU2JQE5RWAI3RQR · pith_short_8: 6JU2JQE5

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/6JU2JQE5RWAI3RQR2YXVE635H6 \
  | 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: f269a4c09d8d808dc611d62f527b7d3fa3ac38d850381f50629546cc5fb00094

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9e252a7d8fd395e2c89b5e3334e6b98e713f1076a13b17350ba1f6b9b25a1e0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-06T17:58:07Z",
    "title_canon_sha256": "028229e86080d513f788d912d1de5969bdaf7f2686746c51d8e47af49b4abc01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02842",
    "kind": "arxiv",
    "version": 1
  }
}