Pith Number

pith:75XA6SUY

pith:2025:75XA6SUYR7Y4PIQ74ATNGVJAEN

not attested not anchored not stored refs pending

Sparks: Multi-Agent Artificial Intelligence Model Discovers Protein Design Principles

Alireza Ghafarollahi, Markus J. Buehler

arxiv:2504.19017 v1 · 2025-04-26 · cs.AI · cond-mat.mtrl-sci · cond-mat.soft · cs.LG · q-bio.BM

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\usepackage{pith}
\pithnumber{75XA6SUYR7Y4PIQ74ATNGVJAEN}

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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

5 papers in Pith

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Self-Revising Discovery Systems for Science: A Categorical Framework for Agentic Artificial Intelligence

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

Artificial Intelligence for Food Innovation

Receipt and verification

First computed	2026-07-05T10:54:50.552499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff6e0f4a988ff1c7a21fe026d355202347f0d4a0c937f89761250db5b5bd7c67

Aliases

arxiv: 2504.19017 · arxiv_version: 2504.19017v1 · doi: 10.48550/arxiv.2504.19017 · pith_short_12: 75XA6SUYR7Y4 · pith_short_16: 75XA6SUYR7Y4PIQ7 · pith_short_8: 75XA6SUY

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/75XA6SUYR7Y4PIQ74ATNGVJAEN \
  | 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: ff6e0f4a988ff1c7a21fe026d355202347f0d4a0c937f89761250db5b5bd7c67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cbd5228f7dd2724f5aa949aa218e0bd4191718fdc29ee777c1e969fcd557281",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cond-mat.soft",
      "cs.LG",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-26T20:43:28Z",
    "title_canon_sha256": "0b050f310d1184fc282252d9d0a28301032646b2cef4668c626b940477fac179"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19017",
    "kind": "arxiv",
    "version": 1
  }
}