Pith. sign in
Pith Number

pith:PZSXPLNC

pith:2025:PZSXPLNCD7WSGQZ2YKIDS4RXJJ
not attested not anchored not stored refs pending

Silicon Minds versus Human Hearts: The Wisdom of Crowds Beats the Wisdom of AI in Emotion Recognition

Haya Ajjan, Mustafa Akben, Vinayaka Gude

arxiv:2508.08830 v1 · 2025-08-12 · cs.AI · cs.CV · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PZSXPLNCD7WSGQZ2YKIDS4RXJJ}

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.
Receipt and verification
First computed 2026-07-05T11:52:34.944966Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e6577ada21fed23433ac2903972374a580923f81cc3d715b1d8e5b205805cb4

Aliases

arxiv: 2508.08830 · arxiv_version: 2508.08830v1 · doi: 10.48550/arxiv.2508.08830 · pith_short_12: PZSXPLNCD7WS · pith_short_16: PZSXPLNCD7WSGQZ2 · pith_short_8: PZSXPLNC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PZSXPLNCD7WSGQZ2YKIDS4RXJJ \
  | 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: 7e6577ada21fed23433ac2903972374a580923f81cc3d715b1d8e5b205805cb4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "46e2c17fd396692f32ef930bb9f706f972949d978953692f93d1fd78be94deed",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-12T10:37:37Z",
    "title_canon_sha256": "f73d212c44b2890a8cc721a8ebb148220e199d7423fc4acfd4e6c8e5bc9616f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08830",
    "kind": "arxiv",
    "version": 1
  }
}