Pith Number

pith:FAU2LSXS

pith:2023:FAU2LSXSD5SQ63FJJJ7CDJVDRY

not attested not anchored not stored refs pending

How Far Are We? The Triumphs and Trials of Generative AI in Learning Software Engineering

Anita Sarma, Dylan Liu, Igor Steinmacher, Marco Gerosa, Rudrajit Choudhuri

arxiv:2312.11719 v1 · 2023-12-18 · cs.SE · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FAU2LSXSD5SQ63FJJJ7CDJVDRY}

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.

Cited by

1 paper in Pith

"Should I Give Up Now?" Investigating LLM Pitfalls in Software Engineering

Receipt and verification

First computed	2026-07-05T07:52:14.784025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2829a5caf21f650f6ca94a7e21a6a38e1596325e161c8c27275e0dfef5775a51

Aliases

arxiv: 2312.11719 · arxiv_version: 2312.11719v1 · doi: 10.48550/arxiv.2312.11719 · pith_short_12: FAU2LSXSD5SQ · pith_short_16: FAU2LSXSD5SQ63FJ · pith_short_8: FAU2LSXS

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/FAU2LSXSD5SQ63FJJJ7CDJVDRY \
  | 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: 2829a5caf21f650f6ca94a7e21a6a38e1596325e161c8c27275e0dfef5775a51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e063e793d044f843d9552e072aac2371f20ee053844a3543ca6043e4b068cba",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-12-18T21:38:00Z",
    "title_canon_sha256": "1008af5c3bbde2af080c936c9eac25491f63ed64cc86297bbc4d108fa5161073"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11719",
    "kind": "arxiv",
    "version": 1
  }
}