Pith Number

pith:ZSRU3326

pith:2022:ZSRU332642WNZ55EWHSLPBDFHH

not attested not anchored not stored refs pending

A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions

Adela Matajova, Andrew Barkett, Ansona Onyi Ching, Antoine Frau, Anush Stepanyan, Ariella Smofsky, Arnaud Roussel, Dung Do Vu, Ekaterina Kochmar, Farid Faraji, Francois St-Hilaire, Hossein Sahraei, Iulian Vlad Serban, Joseph Potochny, Junfel Vincent Romano, Kritika Sony, Laurent Charlin, Muhammad Shayan, Nadia Markova, Nathan Burns, Robert Belfer, Robert Larson, Sabina Elkins, Selene Zheng, Seulmin Ahn, Simon Eden-Walker, Stephane Robert, Taylor Glazier, Tommy Delarosbil, Victor Chen, Yoshua Bengio

arxiv:2203.03724 v1 · 2022-03-03 · cs.CY · cs.AI · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZSRU332642WNZ55EWHSLPBDFHH}

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	2026-07-05T04:02:42.885328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cca34def5ee6acdcf7a4b1e4b7846539df3b2883757d9663ab7048e007170c28

Aliases

arxiv: 2203.03724 · arxiv_version: 2203.03724v1 · doi: 10.48550/arxiv.2203.03724 · pith_short_12: ZSRU332642WN · pith_short_16: ZSRU332642WNZ55E · pith_short_8: ZSRU3326

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/ZSRU332642WNZ55EWHSLPBDFHH \
  | 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: cca34def5ee6acdcf7a4b1e4b7846539df3b2883757d9663ab7048e007170c28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "897b4f4f8c9936923a897b4ec7ff0e3e9734318e4cddc666089a263599584928",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2022-03-03T18:55:33Z",
    "title_canon_sha256": "49bfd6b3adfc08d1a77504e1c1ec9f2ffbdd084404bbe5d8a71fe08dbe821c72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.03724",
    "kind": "arxiv",
    "version": 1
  }
}