Pith. sign in
Pith Number

pith:XRTMGWIO

pith:2026:XRTMGWIOMSX4JANCFQFYDPPUBX
not attested not anchored not stored refs pending

Does the Competitive Component of Adversarial Self-Play Improve Legal Reasoning? A Controlled Negative Result

Miseog Shawn Kim

arxiv:2608.01559 v1 · 2026-08-03 · cs.AI · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XRTMGWIOMSX4JANCFQFYDPPUBX}

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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 2026-08-04T02:05:59.511114Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bc66c3590e64afc481a22c0b81bdf40ddbebbd76fb2528660f5e0c0975914409

Aliases

arxiv: 2608.01559 · arxiv_version: 2608.01559v1 · doi: 10.48550/arxiv.2608.01559 · pith_short_12: XRTMGWIOMSX4 · pith_short_16: XRTMGWIOMSX4JANC · pith_short_8: XRTMGWIO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XRTMGWIOMSX4JANCFQFYDPPUBX \
  | 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: bc66c3590e64afc481a22c0b81bdf40ddbebbd76fb2528660f5e0c0975914409
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a7a37bcb735f4d0f80ffb032b0cf1e18d676d6350a61bae171e1d131c0631b3c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-03T00:31:34Z",
    "title_canon_sha256": "7799291f74f159b986dc46bde602565c4bc44751d38a649ca9577cece7c6fb7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01559",
    "kind": "arxiv",
    "version": 1
  }
}