Pith Number

pith:JNXTBEIO

pith:2026:JNXTBEIONEFZK2PFXIZP7OXQVL

not attested not anchored not stored refs pending

When AI Is Wrong on Purpose: How Students Respond to Buggy GenAI Code

Adish Singla, Ahana Ghosh, Alkis Gotovos, James Prather, Juho Leinonen, Jyotika Mahapatra, Kaitlin Riegel, Paul Denny, Victor-Alexandru P\u{a}durean

arxiv:2607.05068 v1 · 2026-07-06 · cs.SE · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JNXTBEIONEFZK2PFXIZP7OXQVL}

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	2026-07-07T03:19:15.075262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b6f30910e690b9569e5ba32ffbaf0aacba90bdf7c4251f7a8d0696d40071586

Aliases

arxiv: 2607.05068 · arxiv_version: 2607.05068v1 · doi: 10.48550/arxiv.2607.05068 · pith_short_12: JNXTBEIONEFZ · pith_short_16: JNXTBEIONEFZK2PF · pith_short_8: JNXTBEIO

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/JNXTBEIONEFZK2PFXIZP7OXQVL \
  | 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: 4b6f30910e690b9569e5ba32ffbaf0aacba90bdf7c4251f7a8d0696d40071586

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6411cdf1c83a841c3c5f5111544cf8eb4b20bf9ada6b99dafa5cb6092a6f980",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-06T13:36:05Z",
    "title_canon_sha256": "0c181f59389e2c56fa8ed6bb6d8056a11589cb56a1bff551d903f94b328e1396"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05068",
    "kind": "arxiv",
    "version": 1
  }
}