Research run history

A completed run and a failed attempt are different outcomes. Published evidence remains available when new research cannot complete.

Each stream is researched independently at 22:00 America/Chicago. Accepted packages are validated and published at 03:00 Central, with the publisher repeating every two hours until every stream for the research date is published and the site is redeployed. After publication, every cited source is fetched to confirm it is reachable and that the recorded excerpt appears in it; those checks are shown per run below and one edition in ten is flagged for operator spot review.

1. 2026-11-10published

   OpenAI

   Validated evidence published.

   8 sources checked6 reachable5 excerpts confirmed3 not text-checkable1 undated

   Finished 2026-11-11T05:16:31.696Z

2. 2026-11-10published

   Anthropic

   Validated evidence published.

   10 sources checked10 reachable10 excerpts confirmed0 not text-checkable1 undated

   Finished 2026-11-11T05:16:34.700Z

3. 2026-11-10published

   Local Government

   Validated evidence published.

   3 sources checked3 reachable3 excerpts confirmed0 not text-checkable

   Finished 2026-11-11T05:16:22.707Z

4. 2026-11-10published

   Student Success

   Validated evidence published.

   5 sources checked5 reachable3 excerpts confirmed2 not text-checkable

   Finished 2026-11-11T05:16:13.058Z

5. 2026-11-10published

   Dell

   Validated evidence published.

   3 sources checked3 reachable3 excerpts confirmed0 not text-checkable

   Finished 2026-11-11T05:16:10.833Z

6. 2026-11-10published

   CrowdStrike

   Validated evidence published.

   4 sources checked4 reachable4 excerpts confirmed0 not text-checkable

   Finished 2026-11-11T05:16:00.811Z

7. 2026-11-10published

   Emergency Services

   Validated evidence published.

   4 sources checked4 reachable4 excerpts confirmed0 not text-checkable

   Finished 2026-11-11T05:15:53.432Z

8. 2026-11-10published

   Microsoft

   Validated evidence published.

   4 sources checked4 reachable3 excerpts confirmed1 not text-checkable

   Finished 2026-11-11T05:16:05.347Z

9. 2026-11-10published

   AWS

   Validated evidence published.

   8 sources checked8 reachable8 excerpts confirmed0 not text-checkable

   Finished 2026-11-11T05:15:55.646Z

10. 2026-11-10published

    ServiceNow

    Validated evidence published.

    2 sources checked1 reachable1 excerpts confirmed1 not text-checkable

    Finished 2026-11-11T05:15:44.302Z

11. 2026-11-10published

    Public Safety

    Validated evidence published.

    4 sources checked4 reachable2 excerpts confirmed2 not text-checkableFlagged for spot review

    Finished 2026-11-11T05:15:33.348Z

12. 2026-11-10published

    Cisco

    Validated evidence published.

    7 sources checked7 reachable6 excerpts confirmed1 not text-checkable1 undatedFlagged for spot review

    Finished 2026-11-11T05:15:35.844Z

13. 2026-11-10published

    Palo Alto Networks

    Validated evidence published.

    7 sources checked7 reachable6 excerpts confirmed1 not text-checkableFlagged for spot review

    Finished 2026-11-11T05:15:41.461Z

14. 2026-11-10published

    State Government

    Validated evidence published.

    3 sources checked2 reachable2 excerpts confirmed1 not text-checkable

    Finished 2026-11-11T05:16:27.221Z

15. 2026-11-10published

    Citizen Engagement & Services

    Validated evidence published.

    5 sources checked5 reachable4 excerpts confirmed1 excerpts not found0 not text-checkable

    Finished 2026-11-11T05:16:29.330Z

16. 2026-11-10published

    Everpure

    Validated evidence published.

    2 sources checked2 reachable2 excerpts confirmed0 not text-checkable

    Finished 2026-11-11T05:16:18.098Z

17. 2026-11-10published

    Health & Human Services

    Validated evidence published.

    6 sources checked6 reachable4 excerpts confirmed2 excerpts not found0 not text-checkable

    Finished 2026-11-11T05:16:24.770Z

18. 2026-11-10published

    Transportation

    Validated evidence published.

    6 sources checked6 reachable6 excerpts confirmed0 not text-checkable

    Finished 2026-11-11T05:16:20.064Z

19. 2026-11-10published

    Red Hat

    Validated evidence published.

    6 sources checked6 reachable5 excerpts confirmed1 excerpts not found0 not text-checkable

    Finished 2026-11-11T05:16:15.449Z

20. 2026-11-10no-evidence

    College Athletics

    Completed research found no qualifying new evidence.

    Finished 2026-11-10T22:11:55-06:00

21. 2026-11-10published

    VAST Data

    Validated evidence published.

    2 sources checked2 reachable2 excerpts confirmed0 not text-checkable

    Finished 2026-11-11T05:16:08.918Z

22. 2026-11-10published

    Research Universities

    Validated evidence published.

    3 sources checked3 reachable3 excerpts confirmed0 not text-checkableFlagged for spot review

    Finished 2026-11-11T05:16:03.224Z

23. 2026-11-10published

    NetApp

    Validated evidence published.

    2 sources checked1 reachable0 excerpts confirmed1 excerpts not found1 not text-checkable

    Finished 2026-11-11T05:15:58.568Z

24. 2026-11-10published

    K–12

    Validated evidence published.

    3 sources checked3 reachable2 excerpts confirmed1 not text-checkable1 undated

    Finished 2026-11-11T05:15:51.388Z

25. 2026-11-10published

    NVIDIA

    Validated evidence published.

    5 sources checked5 reachable5 excerpts confirmed0 not text-checkable

    Finished 2026-11-11T05:15:46.272Z

26. 2026-11-10published

    Utility Management

    Validated evidence published.

    6 sources checked5 reachable3 excerpts confirmed3 not text-checkable

    Finished 2026-11-11T05:15:48.728Z

27. 2026-11-10published

    Google

    Validated evidence published.

    5 sources checked5 reachable5 excerpts confirmed0 not text-checkable

    Finished 2026-11-11T05:15:38.962Z

28. 2026-11-10published

    Campus Operations

    Validated evidence published.

    2 sources checked1 reachable1 excerpts confirmed1 not text-checkable

    Finished 2026-11-11T05:15:31.240Z

29. 2026-11-09failed

    Local Government

    Research did not complete; last good publication is preserved.

    Finished 2026-11-10T16:14:02.744Z

30. 2026-11-09published

    Local Government

    Validated evidence published.

    3 sources checked3 reachable2 excerpts confirmed1 not text-checkable1 undated

    Finished 2026-11-10T18:44:28.726Z

31. 2026-11-09published

    CrowdStrike

    Validated evidence published.

    2 sources checked2 reachable2 excerpts confirmed0 not text-checkable

    Finished 2026-11-10T07:05:19.996Z

32. 2026-11-09published

    Anthropic

    Validated evidence published.

    8 sources checked8 reachable7 excerpts confirmed1 not text-checkable1 undated

    Finished 2026-11-10T18:49:46.716Z

33. 2026-11-09failed

    Anthropic

    Research did not complete; last good publication is preserved.

    Finished 2026-11-10T16:13:59.497Z

34. 2026-11-09published

    Cisco

    Validated evidence published.

    6 sources checked6 reachable6 excerpts confirmed0 not text-checkable1 undated

    Finished 2026-11-10T07:05:30.432Z

35. 2026-11-09published

    Everpure

    Validated evidence published.

    3 sources checked3 reachable3 excerpts confirmed0 not text-checkableFlagged for spot review

    Finished 2026-11-10T07:05:11.621Z

36. 2026-11-09published

    Microsoft

    Validated evidence published.

    6 sources checked6 reachable6 excerpts confirmed0 not text-checkable

    Finished 2026-11-10T11:25:14.534Z

37. 2026-11-09failed

    Microsoft

    Research did not complete; last good publication is preserved.

    Finished 2026-11-10T16:14:06.962Z

38. 2026-11-09published

    ServiceNow

    Validated evidence published.

    1 sources checked0 reachable0 excerpts confirmed1 not text-checkable

    Finished 2026-11-10T11:25:17.300Z

39. 2026-11-09published

    OpenAI

    Validated evidence published.

    5 sources checked4 reachable4 excerpts confirmed1 not text-checkableFlagged for spot review

    Finished 2026-11-10T07:05:06.817Z

40. 2026-11-09published

    AWS

    Validated evidence published.

    8 sources checked8 reachable8 excerpts confirmed0 not text-checkable

    Finished 2026-11-10T07:05:16.753Z

41. 2026-11-09published

    Dell

    Validated evidence published.

    4 sources checked3 reachable3 excerpts confirmed1 not text-checkable

    Finished 2026-11-10T07:05:04.439Z

42. 2026-11-09published

    Palo Alto Networks

    Validated evidence published.

    6 sources checked4 reachable4 excerpts confirmed2 not text-checkable

    Finished 2026-11-10T07:05:01.805Z

43. 2026-11-09published

    Emergency Services

    Validated evidence published.

    2 sources checked2 reachable0 excerpts confirmed2 excerpts not found0 not text-checkable

    Finished 2026-11-10T07:04:53.926Z

44. 2026-11-09published

    Public Safety

    Validated evidence published.

    3 sources checked3 reachable3 excerpts confirmed0 not text-checkable

    Finished 2026-11-10T07:04:49.534Z

45. 2026-11-09published

    State Government

    Validated evidence published.

    2 sources checked2 reachable2 excerpts confirmed0 not text-checkable

    Finished 2026-11-10T11:25:09.801Z

46. 2026-11-09published

    Student Success

    Validated evidence published.

    2 sources checked2 reachable2 excerpts confirmed0 not text-checkable

    Finished 2026-11-10T07:05:41.265Z

47. 2026-11-09no-evidence

    College Athletics

    Completed research found no qualifying new evidence.

    Finished 2026-11-09T22:18:24-06:00

48. 2026-11-09failed

    State Government

    Research did not complete; last good publication is preserved.

    Finished 2026-11-10T16:14:04.779Z

49. 2026-11-09published

    NetApp

    Validated evidence published.

    3 sources checked3 reachable1 excerpts confirmed2 excerpts not found0 not text-checkable

    Finished 2026-11-10T11:25:11.968Z

50. 2026-11-09published

    Utility Management

    Validated evidence published.

    6 sources checked5 reachable4 excerpts confirmed2 not text-checkable

    Finished 2026-11-10T07:05:24.747Z