Pith. sign in
Pith Number

pith:POEGVLO5

pith:2026:POEGVLO5OQOZXJKEF7XIUX5D5P
not attested not anchored not stored refs pending

A Conceptual Framework for Enhancing Workforce Readiness for Smart Manufacturing in the AI Era

Aidan Duncan, Alejandro Martinez, Dalton Ross Smith, Gang Li, Wilburn Whittington

arxiv:2608.11540 v1 · 2026-08-12 · eess.SY · cs.AI · cs.CY · cs.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{POEGVLO5OQOZXJKEF7XIUX5D5P}

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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 2026-08-13T00:22:08.597848Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7b886aaddd741d9ba5442fee8a5fa3ebd1104d8b2506a15ae2139b2a4cb8d868

Aliases

arxiv: 2608.11540 · arxiv_version: 2608.11540v1 · doi: 10.48550/arxiv.2608.11540 · pith_short_12: POEGVLO5OQOZ · pith_short_16: POEGVLO5OQOZXJKE · pith_short_8: POEGVLO5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/POEGVLO5OQOZXJKEF7XIUX5D5P \
  | 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: 7b886aaddd741d9ba5442fee8a5fa3ebd1104d8b2506a15ae2139b2a4cb8d868
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "81f12d292d6f1e00571e6e41e2f6c12f7f00f5179d0b27b11ee65f0b7878e816",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-08-12T01:09:37Z",
    "title_canon_sha256": "1bf2344926fcdc73745fec00bd99af6a9787938675b089ca1acdd88fade6d341"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.11540",
    "kind": "arxiv",
    "version": 1
  }
}