Pith Number

pith:HP5B4GG2

pith:2025:HP5B4GG22SJY7OLYNKOQIUAKML

not attested not anchored not stored refs pending

The Optimization Paradox in Clinical AI Multi-Agent Systems

Daniel Shin, Iddah Mlauzi, Nigam H. Shah, Sanmi Koyejo, Suhana Bedi

arxiv:2506.06574 v2 · 2025-06-06 · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HP5B4GG22SJY7OLYNKOQIUAKML}

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

1 paper in Pith

How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks

Receipt and verification

First computed	2026-07-05T11:20:13.495239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bfa1e18dad4938fb9786a9d04500a62c6c135b8fe65b32c8b1b357e2696a32b

Aliases

arxiv: 2506.06574 · arxiv_version: 2506.06574v2 · doi: 10.48550/arxiv.2506.06574 · pith_short_12: HP5B4GG22SJY · pith_short_16: HP5B4GG22SJY7OLY · pith_short_8: HP5B4GG2

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/HP5B4GG22SJY7OLYNKOQIUAKML \
  | 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: 3bfa1e18dad4938fb9786a9d04500a62c6c135b8fe65b32c8b1b357e2696a32b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "632c1a00657d96fb7d6c9eee878441e5e092c18232b160595ab51172d1cf15a2",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-06T23:01:51Z",
    "title_canon_sha256": "54f62619247efa75a84f6af8c61c27fcfe7e2a07ee8b3f917e5fb8178159b676"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06574",
    "kind": "arxiv",
    "version": 2
  }
}