Pith Number

pith:O7NKTCQF

pith:2026:O7NKTCQFG7WKX43KCG67Q7YZRO

not attested not anchored not stored refs pending

The Role of Causal Features in Strategic Classification for Robustness and Alignment

Antonio Gois, Dhanya Sridhar, Nidhi Hegde, Nir Rosenfeld, Simon Lacoste-Julien, Sophia Gunluk

arxiv:2605.27163 v1 · 2026-05-26 · 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{O7NKTCQFG7WKX43KCG67Q7YZRO}

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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.

Receipt and verification

First computed	2026-05-27T02:05:45.115116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77daa98a0537ecabf36a11bdf87f198bbb3269e038b5d0b60026a92caa997216

Aliases

arxiv: 2605.27163 · arxiv_version: 2605.27163v1 · doi: 10.48550/arxiv.2605.27163 · pith_short_12: O7NKTCQFG7WK · pith_short_16: O7NKTCQFG7WKX43K · pith_short_8: O7NKTCQF

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/O7NKTCQFG7WKX43KCG67Q7YZRO \
  | 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: 77daa98a0537ecabf36a11bdf87f198bbb3269e038b5d0b60026a92caa997216

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f973e776860b3c1a4af7c69618c7c89ca4ccab7a372901fb443cc14a5cd42f8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T15:22:05Z",
    "title_canon_sha256": "72401d129161fd23f0b9810c827757360d5ac6ae0f9830467253dcffee4f5f95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27163",
    "kind": "arxiv",
    "version": 1
  }
}