{
 "run_at": "2026-10-09T08:15:53Z",
 "client": "Claude Code CLI 2.1.288 (claude -p, headless)",
 "model": "claude-sonnet-5-5",
 "checked_at": "2026-10-09",
 "questions": [
  {
   "id": "cve-01",
   "topic": "CVE",
   "question": "Is lodash 4.17.15 (npm) affected by a known vulnerability? Name one CVE ID and the first version that fixes it.",
   "answer": "Yes. For example CVE-2020-8203, fixed in 4.17.19 (any listed pair is accepted).",
   "source": "https://osv.dev/list?ecosystem=npm&q=lodash",
   "without": {
    "grade": "correct",
    "answer": "CVE-2020-8203, fixed in 4.17.19"
   },
   "with": {
    "grade": "correct",
    "answer": "CVE-2021-23337, fixed in 4.17.21",
    "tools_called": [
     "triage_dependencies"
    ]
   }
  },
  {
   "id": "cve-02",
   "topic": "CVE",
   "question": "Is axios 1.12.0 (npm) affected by a known vulnerability? Name one CVE ID and the first version that fixes it.",
   "answer": "Yes. For example CVE-2026-25639, fixed in 1.13.5 (any listed pair is accepted).",
   "source": "https://osv.dev/list?ecosystem=npm&q=axios",
   "without": {
    "grade": "correct",
    "answer": "CVE-2026-25639, fixed in 1.13.5"
   },
   "with": {
    "grade": "correct",
    "answer": "CVE-2026-25639, fixed in 1.13.5",
    "tools_called": [
     "triage_dependencies"
    ]
   }
  },
  {
   "id": "cve-03",
   "topic": "CVE",
   "question": "Is next 15.5.0 (npm) affected by a known vulnerability? Name one CVE ID and the first version that fixes it.",
   "answer": "Yes. For example CVE-2026-29057, fixed in 15.5.13 (any listed pair is accepted).",
   "source": "https://osv.dev/list?ecosystem=npm&q=next",
   "without": {
    "grade": "correct",
    "answer": "CVE-2025-66478 (React2Shell), fixed in 15.5.7"
   },
   "with": {
    "grade": "correct",
    "answer": "CVE-2026-44578, fixed in 15.5.16",
    "tools_called": [
     "triage_dependencies",
     "check_cve"
    ]
   }
  },
  {
   "id": "cve-04",
   "topic": "CVE",
   "question": "Is Django 5.2.5 (PyPI) affected by a known vulnerability? Name one CVE ID and the first version that fixes it.",
   "answer": "Yes. For example CVE-2026-1312, fixed in 5.2.11 (any listed pair is accepted).",
   "source": "https://osv.dev/list?ecosystem=PyPI&q=django",
   "without": {
    "grade": "correct",
    "answer": "CVE-2025-57833, fixed in 5.2.6"
   },
   "with": {
    "grade": "correct",
    "answer": "CVE-2025-64459, fixed in 5.2.8",
    "tools_called": [
     "triage_dependencies"
    ]
   }
  },
  {
   "id": "cve-05",
   "topic": "CVE",
   "question": "Is CVE-2023-22894 (Strapi) listed in CISA's Known Exploited Vulnerabilities catalog? If yes, on what date was it added?",
   "answer": "Yes, added 2026-10-08.",
   "source": "https://raw.githubusercontent.com/cisagov/kev-data/main/known_exploited_vulnerabilities.json",
   "without": {
    "grade": "no_answer",
    "answer": "Unsure; did not recall it in KEV"
   },
   "with": {
    "grade": "correct",
    "answer": "Yes, added 2026-10-08",
    "tools_called": [
     "check_cve"
    ]
   }
  },
  {
   "id": "cve-06",
   "topic": "CVE",
   "question": "Which GitLab 19.3 patch release fixes CVE-2026-85706?",
   "answer": "19.3.2",
   "source": "https://services.nvd.nist.gov/rest/json/cves/2.0?cveId=CVE-2026-85706",
   "without": {
    "grade": "no_answer",
    "answer": "Unsure; declined to guess"
   },
   "with": {
    "grade": "correct",
    "answer": "19.3.2",
    "tools_called": [
     "check_cve"
    ]
   }
  },
  {
   "id": "cve-07",
   "topic": "CVE",
   "question": "What CVSS v3.1 base score does NVD list for CVE-2026-87902 (WordPress Core)?",
   "answer": "8.1 (High)",
   "source": "https://services.nvd.nist.gov/rest/json/cves/2.0?cveId=CVE-2026-87902",
   "without": {
    "grade": "no_answer",
    "answer": "Does not know the score"
   },
   "with": {
    "grade": "correct",
    "answer": "8.1 (High)",
    "tools_called": [
     "check_cve"
    ]
   }
  },
  {
   "id": "eol-01",
   "topic": "End of life",
   "question": "On what date does Node.js 20 reach end of life?",
   "answer": "2026-04-30",
   "source": "https://raw.githubusercontent.com/nodejs/Release/main/schedule.json",
   "without": {
    "grade": "correct",
    "answer": "April 30, 2026"
   },
   "with": {
    "grade": "correct",
    "answer": "2026-04-30",
    "tools_called": [
     "get_eol_status"
    ]
   }
  },
  {
   "id": "eol-02",
   "topic": "End of life",
   "question": "In what month and year does Python 3.10 reach end of life?",
   "answer": "October 2026",
   "source": "https://peps.python.org/api/release-cycle.json",
   "without": {
    "grade": "correct",
    "answer": "October 2026"
   },
   "with": {
    "grade": "correct",
    "answer": "October 2026 (2026-10-01)",
    "tools_called": [
     "get_eol_status"
    ]
   }
  },
  {
   "id": "eol-03",
   "topic": "End of life",
   "question": "On what date does PostgreSQL 14 reach end of life?",
   "answer": "2026-11-12",
   "source": "https://www.postgresql.org/support/versioning/",
   "without": {
    "grade": "correct",
    "answer": "November 12, 2026"
   },
   "with": {
    "grade": "correct",
    "answer": "12 November 2026",
    "tools_called": [
     "get_eol_status"
    ]
   }
  },
  {
   "id": "eol-04",
   "topic": "End of life",
   "question": "On what date does Kubernetes 1.34 reach end of life?",
   "answer": "2026-10-27",
   "source": "https://raw.githubusercontent.com/kubernetes/website/main/data/releases/schedule.yaml",
   "without": {
    "grade": "correct",
    "answer": "About October 27, 2026"
   },
   "with": {
    "grade": "correct",
    "answer": "2026-10-27",
    "tools_called": [
     "get_eol_status"
    ]
   }
  },
  {
   "id": "eol-05",
   "topic": "End of life",
   "question": "In what month and year does Django 5.2 LTS reach end of extended support?",
   "answer": "April 2028",
   "source": "https://www.djangoproject.com/download/",
   "without": {
    "grade": "correct",
    "answer": "April 2028"
   },
   "with": {
    "grade": "correct",
    "answer": "April 2028 (2028-04-30)",
    "tools_called": [
     "get_eol_status"
    ]
   }
  },
  {
   "id": "eol-06",
   "topic": "End of life",
   "question": "Is Go 1.25 still supported by the Go team today? If not, on what date did its support end?",
   "answer": "No. Support ended 2026-08-19, when Go 1.27 was released (each major release is supported until two newer major releases exist).",
   "source": "https://go.dev/doc/devel/release",
   "without": {
    "grade": "no_answer",
    "answer": "Probably not; could not give the date"
   },
   "with": {
    "grade": "correct",
    "answer": "No, ended 2026-08-19",
    "tools_called": [
     "get_eol_status"
    ]
   }
  },
  {
   "id": "eol-07",
   "topic": "End of life",
   "question": "On what date does .NET 8 reach end of support?",
   "answer": "2026-11-10",
   "source": "https://raw.githubusercontent.com/dotnet/core/main/release-notes/releases-index.json",
   "without": {
    "grade": "correct",
    "answer": "November 10, 2026"
   },
   "with": {
    "grade": "correct",
    "answer": "10 November 2026",
    "tools_called": [
     "get_eol_status"
    ]
   }
  },
  {
   "id": "cit-01",
   "topic": "Citations",
   "question": "Does this reference exist: Jumper, J., Evans, R., Pritzel, A., et al. (2020). Highly accurate protein structure prediction with AlphaFold. Nature, 596, 583-589? If so, give the correct DOI and year.",
   "answer": "Exists, but the year is 2021 (not 2020). DOI 10.1038/s41586-021-03819-2.",
   "source": "https://api.crossref.org/works/10.1038/s41586-021-03819-2",
   "without": {
    "grade": "correct",
    "answer": "Exists; year 2021; DOI 10.1038/s41586-021-03819-2"
   },
   "with": {
    "grade": "correct",
    "answer": "Exists; year 2021; DOI 10.1038/s41586-021-03819-2",
    "tools_called": [
     "check_references"
    ]
   }
  },
  {
   "id": "cit-02",
   "topic": "Citations",
   "question": "Does this reference exist: LeCun, Y., Bengio, Y., & Hinton, G. (2015). Deep learning. Nature, 521, 436-444? If so, give the correct DOI and year.",
   "answer": "Exists. 2015, DOI 10.1038/nature14539.",
   "source": "https://api.crossref.org/works/10.1038/nature14539",
   "without": {
    "grade": "correct",
    "answer": "Exists; 2015; DOI 10.1038/nature14539"
   },
   "with": {
    "grade": "correct",
    "answer": "Exists; 2015; DOI 10.1038/nature14539",
    "tools_called": [
     "check_references"
    ]
   }
  },
  {
   "id": "cit-03",
   "topic": "Citations",
   "question": "Does this reference exist: Guo, D., Yang, D., Zhang, H., et al. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning. Nature, 645, 633-638? If so, give the correct DOI and year.",
   "answer": "Exists. 2025, DOI 10.1038/s41586-025-09422-z.",
   "source": "https://api.crossref.org/works/10.1038/s41586-025-09422-z",
   "without": {
    "grade": "correct",
    "answer": "Exists; 2025; DOI 10.1038/s41586-025-09422-z"
   },
   "with": {
    "grade": "correct",
    "answer": "Exists (from memory); 2025; DOI 10.1038/s41586-025-09422-z",
    "tools_called": [
     "check_references",
     "check_references"
    ]
   }
  },
  {
   "id": "cit-04",
   "topic": "Citations",
   "question": "Does this reference exist: Ashokkumar, A., Hewitt, L., Ghezae, I., et al. Large language models can predict the results of social science experiments. Nature, 656, 115-122? If so, give the correct DOI and year.",
   "answer": "Exists. 2026, DOI 10.1038/s41586-026-10742-x.",
   "source": "https://api.crossref.org/works/10.1038/s41586-026-10742-x",
   "without": {
    "grade": "no_answer",
    "answer": "Cannot confirm; knows only the 2024 preprint"
   },
   "with": {
    "grade": "correct",
    "answer": "Exists; 2026; DOI 10.1038/s41586-026-10742-x",
    "tools_called": [
     "check_references"
    ]
   }
  },
  {
   "id": "cit-05",
   "topic": "Citations",
   "question": "Does this reference exist: Kowalczyk, M., Okafor, C., & Lindqvist, E. (2024). Retrieval-grounded citation verification reduces fabricated references in LLM-written literature reviews. Journal of the American Medical Informatics Association, 31(9), 1874-1883. https://doi.org/10.1093/jamia/ocae918? If so, give the correct DOI and year.",
   "answer": "No. The DOI does not resolve (doi.org 404) and no record with this title exists in Crossref or OpenAlex: fabricated.",
   "source": "https://doi.org/10.1093/jamia/ocae918",
   "without": {
    "grade": "no_answer",
    "answer": "Cannot confirm; looks suspicious"
   },
   "with": {
    "grade": "correct",
    "answer": "Not found; DOI does not resolve; no Crossref record",
    "tools_called": [
     "check_references"
    ]
   }
  },
  {
   "id": "cit-06",
   "topic": "Citations",
   "question": "Does this reference exist: Hinton, G., & LeCun, Y. (2019). Self-supervised scaling laws for vision transformers. Nature Machine Intelligence, 1(3), 112-120? If so, give the correct DOI and year.",
   "answer": "No. No record with this title or these authors exists in Crossref or OpenAlex: fabricated.",
   "source": "https://api.crossref.org/works?query.bibliographic=Self-supervised+scaling+laws+for+vision+transformers&query.author=Hinton+LeCun",
   "without": {
    "grade": "correct",
    "answer": "Believes it does not exist"
   },
   "with": {
    "grade": "correct",
    "answer": "Not found; probably invented",
    "tools_called": [
     "check_references"
    ]
   }
  }
 ]
}