Pith. sign in
Pith Number

pith:WVN5CCTJ

pith:2025:WVN5CCTJAJUSIQRUMZXAEU5ZSP
not attested not anchored not stored refs pending

Enabling Multi-Agent Systems as Learning Designers: Applying Learning Sciences to AI Instructional Design

Jiayi Wang, John Stamper, Ruiwei Xiao, Xinying Hou

arxiv:2508.16659 v1 · 2025-08-20 · cs.CY · cs.AI · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WVN5CCTJAJUSIQRUMZXAEU5ZSP}

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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 2026-07-05T11:58:01.021628Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b55bd10a690269244234666e0253b993ebf0eaa9d50fd4fe54fdc6b6f36ed06b

Aliases

arxiv: 2508.16659 · arxiv_version: 2508.16659v1 · doi: 10.48550/arxiv.2508.16659 · pith_short_12: WVN5CCTJAJUS · pith_short_16: WVN5CCTJAJUSIQRU · pith_short_8: WVN5CCTJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WVN5CCTJAJUSIQRUMZXAEU5ZSP \
  | 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: b55bd10a690269244234666e0253b993ebf0eaa9d50fd4fe54fdc6b6f36ed06b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1c464f77a477a7a2a937a3d2e3b30dc467eed76f84d63d444a8dceb9f356bf73",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-08-20T14:44:00Z",
    "title_canon_sha256": "105a3fab6d18e9e22b7ffc26ef581485cc7ea9803aae470ec24a5fe82413ffbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16659",
    "kind": "arxiv",
    "version": 1
  }
}