Pith Number

pith:JQAOP3TL

pith:2024:JQAOP3TL775DMLJM2LH7O7PDB4

not attested not anchored not stored refs pending

Large language models surpass human experts in predicting neuroscience results

Akilles Rechardt, Alessandro Salatiello, Alexandra O. Cohen, Anna Behler, Anton Pashkov, Bati Yilmaz, Bradley C. Love, Chloe M. Hall, Daniele Marinazzo, Elkhan Yusifov, Felipe Y\'a\~nez, Guangzhi Sun, Guiomar Niso, Ilia Sucholutsky, Isil Poyraz Bilgin, Jennifer K Bizley, Jessica Dafflon, Jonathan Nicholas, Justin M. Ales, Kangjoo Lee, Kaustubh R. Patil, Kevin K. Nejad, Leyla Loued-Khenissi, Martin Ferianc, Michael Gaebler, Mikail Khona, N Apurva Ratan Murty, Nianlong Gu, Nicholas E. Myers, Pasquale Minervini, Pui-Shee Lee, Roberta Rocca, Rui Mata, Sebastian Musslick, Sepehr Razavi, Sherry Dongqi Bao, Tereza Okalova, Valentina Borghesani, Xiaoliang Luo

arxiv:2403.03230 v4 · 2024-03-04 · q-bio.NC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JQAOP3TL775DMLJM2LH7O7PDB4}

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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

1 paper in Pith

Lynx: Enabling Efficient MoE Inference through Dynamic Batch-Aware Expert Selection

Receipt and verification

First computed	2026-07-05T09:41:32.800733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c00e7ee6bfffa362d2cd2cff77de30f136a030cad63a8adab14209bb9ba4cf1

Aliases

arxiv: 2403.03230 · arxiv_version: 2403.03230v4 · doi: 10.48550/arxiv.2403.03230 · pith_short_12: JQAOP3TL775D · pith_short_16: JQAOP3TL775DMLJM · pith_short_8: JQAOP3TL

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/JQAOP3TL775DMLJM2LH7O7PDB4 \
  | 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: 4c00e7ee6bfffa362d2cd2cff77de30f136a030cad63a8adab14209bb9ba4cf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1edeb0c5bbfb066220ec1f2b779d3467564faddaab759aa114fefb5f7f187959",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2024-03-04T15:27:59Z",
    "title_canon_sha256": "86234765744dcf452648916311b2f8afe787aa57480f10457e978146573b3510"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03230",
    "kind": "arxiv",
    "version": 4
  }
}