Pith Number

pith:2MZDQNNG

pith:2024:2MZDQNNGY6LOFJZGZSNSVT2P4M

not attested not anchored not stored refs pending

Should AI Optimize Your Code? A Comparative Study of Classical Optimizing Compilers Versus Current Large Language Models

Miguel Romero Rosas, Miguel Torres Sanchez, Rudolf Eigenmann

arxiv:2406.12146 v2 · 2024-06-17 · cs.AI · cs.PF · cs.SE

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\usepackage{pith}
\pithnumber{2MZDQNNGY6LOFJZGZSNSVT2P4M}

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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.

Cited by

2 papers in Pith

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

PerfCoder: Large Language Models for Interpretable Code Performance Optimization

Receipt and verification

First computed	2026-07-05T10:43:24.832819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3323835a6c796e2a726cc9b2acf4fe33816dac17bcd43c82d895122ab2a4217

Aliases

arxiv: 2406.12146 · arxiv_version: 2406.12146v2 · doi: 10.48550/arxiv.2406.12146 · pith_short_12: 2MZDQNNGY6LO · pith_short_16: 2MZDQNNGY6LOFJZG · pith_short_8: 2MZDQNNG

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/2MZDQNNGY6LOFJZGZSNSVT2P4M \
  | 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: d3323835a6c796e2a726cc9b2acf4fe33816dac17bcd43c82d895122ab2a4217

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "300119349e8bd83d965a6efca4360b6a0398e94cc7a1ba732d3eb7b2652f30ec",
    "cross_cats_sorted": [
      "cs.PF",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-17T23:26:41Z",
    "title_canon_sha256": "95243d999b131aa53b04237b96dc7b6b3a4036aee94dd89f414cb3c44bcb4fc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12146",
    "kind": "arxiv",
    "version": 2
  }
}