pith. sign in
Pith Number

pith:6ZYHJKG5

pith:2026:6ZYHJKG5BSNEOYV2M7DVNWH3CX
not attested not anchored not stored refs pending

From Intent to AI Pipelines: A Controlled Agentic Framework for Non-AI Expert Scientists

Houari Sahraoui, Hyacinth Ali, Jessie Galasso-Carbonnel

arxiv:2605.18764 v1 · 2026-04-10 · cs.IR · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6ZYHJKG5BSNEOYV2M7DVNWH3CX}

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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 2026-05-20T00:06:20.674085Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f67074a8dd0c9a4762ba67c756d8fb15f4c8eacc1292f30f48af95e1716c6a77

Aliases

arxiv: 2605.18764 · arxiv_version: 2605.18764v1 · doi: 10.48550/arxiv.2605.18764 · pith_short_12: 6ZYHJKG5BSNE · pith_short_16: 6ZYHJKG5BSNEOYV2 · pith_short_8: 6ZYHJKG5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6ZYHJKG5BSNEOYV2M7DVNWH3CX \
  | 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: f67074a8dd0c9a4762ba67c756d8fb15f4c8eacc1292f30f48af95e1716c6a77
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "29f70d1bcb88077a400ea27c8535a5ae32f6fb3e6da2b3ec8ad4e98c10ddc428",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-04-10T17:00:10Z",
    "title_canon_sha256": "6b4ffcd5ef6ff5e9fa8c3c3caecfa452960f3f1ac012497d37cf24978d77d6db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18764",
    "kind": "arxiv",
    "version": 1
  }
}