Pith Number

pith:JDREUXQC

pith:2025:JDREUXQCV2PGUCRNUPK265FVIE

not attested not anchored not stored refs pending

SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?

Amir Yazdanbakhsh, Enhui Li, Jeffrey Jian Ma, Kevin Swersky, Milad Hashemi, Ofir Press, Parthasarathy Ranganathan, Vijay Janapa Reddi

arxiv:2511.06090 v3 · 2025-11-08 · cs.SE · cs.AI · cs.PF

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDREUXQCV2PGUCRNUPK265FVIE}

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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

4 papers in Pith

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VibeServe: Can AI Agents Build Bespoke LLM Serving Systems?

Receipt and verification

First computed	2026-06-30T01:17:28.776680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48e24a5e02ae9e6a0a2da3d5af74b54110d7f1277a7f1d57557ae2e3d6d0c232

Aliases

arxiv: 2511.06090 · arxiv_version: 2511.06090v3 · doi: 10.48550/arxiv.2511.06090 · pith_short_12: JDREUXQCV2PG · pith_short_16: JDREUXQCV2PGUCRN · pith_short_8: JDREUXQC

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/JDREUXQCV2PGUCRNUPK265FVIE \
  | 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: 48e24a5e02ae9e6a0a2da3d5af74b54110d7f1277a7f1d57557ae2e3d6d0c232

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4e99ec4bde3aec376c374f6e58d6deb0332d56b985b7f5b0c4be595221b2c31",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-11-08T17:55:09Z",
    "title_canon_sha256": "01f9f4869890d9afa83e1a542b5c1158ef47c6ab8240b4ce80e20ce49efe2d3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.06090",
    "kind": "arxiv",
    "version": 3
  }
}