Pith Number

pith:DHKKTGVD

pith:2025:DHKKTGVD2EBBMIE4ZTF4CFULXW

not attested not anchored not stored refs pending

SWE-Bench-CL: Continual Learning for Coding Agents

Fatih Uysal, Shayan Chowdhury, Thomas Joshi

arxiv:2507.00014 v1 · 2025-06-13 · cs.LG · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DHKKTGVD2EBBMIE4ZTF4CFULXW}

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

4 papers in Pith

Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents

Agentic AI in the Software Development Lifecycle: Architecture, Empirical Evidence, and the Reshaping of Software Engineering

Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation

Receipt and verification

First computed	2026-07-05T11:30:04.436184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19d4a99aa3d10216209ccccbc1168bbd815e6275e52f05350871e36672a00144

Aliases

arxiv: 2507.00014 · arxiv_version: 2507.00014v1 · doi: 10.48550/arxiv.2507.00014 · pith_short_12: DHKKTGVD2EBB · pith_short_16: DHKKTGVD2EBBMIE4 · pith_short_8: DHKKTGVD

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/DHKKTGVD2EBBMIE4ZTF4CFULXW \
  | 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: 19d4a99aa3d10216209ccccbc1168bbd815e6275e52f05350871e36672a00144

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "620f4864e282793297fae36adbff97752a9095f5af216bbe902f3c3f3cc47f2e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-13T07:11:14Z",
    "title_canon_sha256": "c44665155b6ed135d3094db6fa4754ef836f452acaef94fdda300ce926103254"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00014",
    "kind": "arxiv",
    "version": 1
  }
}