ARGUS/OVERWATCH
LATEST VERSION
DEVELOPING · 29 SEP → 30 OCT 2026 · 32 EDITIONS · 282 OUTLETS

AI political groups split over regulation in 2026 congressional races

How this story moved: how many newsrooms carried it at each run, when each one picked it up, how our summary's headline changed, and which figures and names held from the first reports to the latest. Everything here is counted from the coverage; none of it is a judgement of anyone's motives.

OUTLETS CARRYING THE STORY, RUN BY RUN

0 140 281 30 Sep 1 Oct 2 Oct 3 Oct 4 Oct 5 Oct 6 Oct 7 Oct 8 Oct 9 Oct 10 Oct 11 Oct 12 Oct 13 Oct 14 Oct 15 Oct 16 Oct 17 Oct 18 Oct 19 Oct 20 Oct 21 Oct 22 Oct 23 Oct 24 Oct 25 Oct 26 Oct 27 Oct 28 Oct 29 Oct 30 Oct 4 Oct 18:16 UTC · Democrats enter final month of 2026 midterm campaign with House momentum 5 Oct 00:20 UTC · Early Voting Begins in Minnesota as 2026 Elections Approach 5 Oct 12:39 UTC · U.S. voters turn to AI as early midterm voting begins 5 Oct 18:17 UTC · Voters turn to AI tools as 2026 midterm voting begins 6 Oct 00:08 UTC · Some US voters turn to AI chatbots for help navigating midterm ballots 6 Oct 06:28 UTC · Voters turn to AI chatbots for election advice 6 Oct 12:11 UTC · Voters Turn to AI Chatbots for Election Guidance 7 Oct 00:07 UTC · AI Tools Enter Voters’ Election Research 7 Oct 18:10 UTC · AI Emerges as a Theme in the 2026 U.S. Midterm Election 8 Oct 00:08 UTC · Nigerian parties step up campaigns with 100 days to 2027 elections 8 Oct 12:10 UTC · Nigerian parties step up mobilisation ahead of 2027 elections 8 Oct 18:09 UTC · Cost of living, Trump and voting rules shape US midterm campaign 10 Oct 06:51 UTC · Cost of living, Trump and voting questions shape final weeks of 2026 midterms 11 Oct 18:24 UTC · More Than 300 Seek Seats on Hong Kong Election Committee 12 Oct 00:21 UTC · Polls close in by-election to replace Starmer in Holborn and St Pancras 12 Oct 07:04 UTC · U.S. midterm voters navigate AI advice, redistricting disputes and ballot-rule measures 15 Oct 06:15 UTC · Nigeria election officials and Microsoft outline AI safeguards for 2027 polls 15 Oct 18:17 UTC · Nigeria election officials and Microsoft outline AI safeguards ahead of 2027 vote 16 Oct 22:24 UTC · Microsoft plans AI safeguards ahead of Nigeria’s 2027 elections 17 Oct 06:12 UTC · Microsoft plans AI safeguards for Nigeria’s 2027 elections as INEC outlines preparations 18 Oct 00:12 UTC · Microsoft, INEC outline AI safeguards for Nigeria’s 2027 elections 18 Oct 18:16 UTC · Microsoft, INEC outline AI safeguards ahead of Nigeria’s 2027 elections 19 Oct 06:32 UTC · Microsoft plans AI image safeguards for Nigeria’s 2027 election 19 Oct 18:12 UTC · INEC chair says voters, not algorithms, will decide Nigeria’s 2027 elections 20 Oct 00:11 UTC · Early Voting Begins in Texas as Trump Campaigns in Kansas 20 Oct 18:09 UTC · Trump Campaigns for Republican Candidates as Midterm Voting Begins 21 Oct 00:09 UTC · Trump campaigns for Republican candidates as midterm contests tighten 21 Oct 18:13 UTC · Trump campaigns for Republican candidates as midterm contests intensify 22 Oct 00:09 UTC · Trump campaigns in Carolinas as Republicans defend key midterm races 22 Oct 12:11 UTC · Trump rallies for Darline Graham in tight South Carolina Senate race 23 Oct 14:16 UTC · Trump rallies for Darline Graham in tight South Carolina Senate race 24 Oct 06:10 UTC · Trump rallies for Darline Graham in tight South Carolina Senate race 25 Oct 06:13 UTC · Trump rallies for Darline Graham in tight South Carolina Senate race 25 Oct 12:13 UTC · Trump Rallies for Darline Graham in South Carolina Senate Race 26 Oct 12:16 UTC · Trump rallies for GOP candidates amid concern over Darline Graham 26 Oct 18:16 UTC · Trump Rally Backs GOP Candidates in Upstate 27 Oct 00:12 UTC · Massot predicts lower turnout in Argentina’s 2027 election 27 Oct 06:10 UTC · Trump Offers $1 Million Reward for Voter-Fraud Reports Ahead of Midterms 27 Oct 12:11 UTC · INEC says AI will support, not decide, Nigeria’s 2027 election 27 Oct 18:13 UTC · INEC says AI will support, not decide, Nigeria’s 2027 election 28 Oct 00:11 UTC · Polls show MK party leading in eThekwini, but coalition outcomes vary 28 Oct 18:15 UTC · Trump offers $1 million reward for voter fraud reports leading to convictions 29 Oct 18:17 UTC · PAN names six state coordinators ahead of Mexico’s 2027 elections

HOW OUR HEADLINE CHANGED · 40 HEADLINES

  1. 4 Oct, 18:16 UTC

    Democrats enter final month of 2026 midterm campaign with House momentum

  2. 5 Oct, 00:20 UTC

    Early Voting Begins in Minnesota as 2026 Elections Approach

  3. 5 Oct, 12:39 UTC

    U.S. voters turn to AI as early midterm voting begins

  4. 5 Oct, 18:17 UTC

    Voters turn to AI tools as 2026 midterm voting begins

  5. 6 Oct, 00:08 UTC

    Some US voters turn to AI chatbots for help navigating midterm ballots

  6. 6 Oct, 06:28 UTC

    Voters turn to AI chatbots for election advice

  7. 6 Oct, 12:11 UTC

    Voters Turn to AI Chatbots for Election Guidance

  8. 7 Oct, 00:07 UTC

    AI Tools Enter Voters’ Election Research

  9. 7 Oct, 18:10 UTC

    AI Emerges as a Theme in the 2026 U.S. Midterm Election

  10. 8 Oct, 00:08 UTC

    Nigerian parties step up campaigns with 100 days to 2027 elections

  11. 8 Oct, 12:10 UTC

    Nigerian parties step up mobilisation ahead of 2027 elections

  12. 8 Oct, 18:09 UTC

    Cost of living, Trump and voting rules shape US midterm campaign

  13. 10 Oct, 06:51 UTC

    Cost of living, Trump and voting questions shape final weeks of 2026 midterms

  14. 11 Oct, 18:24 UTC

    More Than 300 Seek Seats on Hong Kong Election Committee

  15. 12 Oct, 00:21 UTC

    Polls close in by-election to replace Starmer in Holborn and St Pancras

  16. 12 Oct, 07:04 UTC

    U.S. midterm voters navigate AI advice, redistricting disputes and ballot-rule measures

  17. 15 Oct, 06:15 UTC

    Nigeria election officials and Microsoft outline AI safeguards for 2027 polls

  18. 15 Oct, 18:17 UTC

    Nigeria election officials and Microsoft outline AI safeguards ahead of 2027 vote

  19. 16 Oct, 22:24 UTC

    Microsoft plans AI safeguards ahead of Nigeria’s 2027 elections

  20. 17 Oct, 06:12 UTC

    Microsoft plans AI safeguards for Nigeria’s 2027 elections as INEC outlines preparations

  21. 18 Oct, 00:12 UTC

    Microsoft, INEC outline AI safeguards for Nigeria’s 2027 elections

  22. 18 Oct, 18:16 UTC

    Microsoft, INEC outline AI safeguards ahead of Nigeria’s 2027 elections

  23. 19 Oct, 06:32 UTC

    Microsoft plans AI image safeguards for Nigeria’s 2027 election

  24. 19 Oct, 18:12 UTC

    INEC chair says voters, not algorithms, will decide Nigeria’s 2027 elections

  25. 20 Oct, 00:11 UTC

    Early Voting Begins in Texas as Trump Campaigns in Kansas

  26. 20 Oct, 18:09 UTC

    Trump Campaigns for Republican Candidates as Midterm Voting Begins

  27. 21 Oct, 00:09 UTC

    Trump campaigns for Republican candidates as midterm contests tighten

  28. 21 Oct, 18:13 UTC

    Trump campaigns for Republican candidates as midterm contests intensify

  29. 22 Oct, 00:09 UTC

    Trump campaigns in Carolinas as Republicans defend key midterm races

  30. 22 Oct, 12:11 UTC

    Trump rallies for Darline Graham in tight South Carolina Senate race

  31. 25 Oct, 12:13 UTC

    Trump Rallies for Darline Graham in South Carolina Senate Race

  32. 26 Oct, 12:16 UTC

    Trump rallies for GOP candidates amid concern over Darline Graham

  33. 26 Oct, 18:16 UTC

    Trump Rally Backs GOP Candidates in Upstate

  34. 27 Oct, 00:12 UTC

    Massot predicts lower turnout in Argentina’s 2027 election

  35. 27 Oct, 06:10 UTC

    Trump Offers $1 Million Reward for Voter-Fraud Reports Ahead of Midterms

  36. 27 Oct, 12:11 UTC

    INEC says AI will support, not decide, Nigeria’s 2027 election

  37. 28 Oct, 00:11 UTC

    Polls show MK party leading in eThekwini, but coalition outcomes vary

  38. 28 Oct, 18:15 UTC

    Trump offers $1 million reward for voter fraud reports leading to convictions

  39. 29 Oct, 18:17 UTC

    PAN names six state coordinators ahead of Mexico’s 2027 elections

  40. 30 Oct, 00:13 UTC

    AI political groups split over regulation in 2026 congressional races

WHAT HELD, WHAT CAME LATER

From the first reports to the latest

  • Donald Trump · 5 outlets
  • Election Day · 3 outlets
  • Silicon Valley · 3 outlets
  • Joe Biden · 2 outlets
  • Roy Cooper · 2 outlets
  • Michael Whatley · 2 outlets
  • Mike Rogers · 2 outlets
  • In Michigan · 2 outlets

Entered the story later

  • Novi Sad · from 11 Oct 13:41, 2 outlets
  • Human Rights · from 11 Oct 13:41, 2 outlets
  • Democracy Forum · from 14 Oct 17:29, 2 outlets
  • Artificial Intelligence · from 14 Oct 17:29, 2 outlets
  • Yiaga Africa · from 14 Oct 17:29, 2 outlets
  • Electoral Commission · from 19 Oct 21:36, 2 outlets
  • 28 seats across · from 27 Oct 03:00, 2 outlets

Figures reported with different numbers

  • polling stations: 81 (1 from 5 Oct 07:51) → 93 (2 from 5 Oct 07:51) → 323 (1 from 6 Oct 02:34) → 295 (1 from 11 Oct 16:46) → 750 (1 from 25 Oct 09:23) → 500 (1 from 25 Oct 09:23)
  • percentage points: 12 (1 from 6 Oct 11:00) → 7.9 (1 from 19 Oct 00:00) → 4.7 (1 from 19 Oct 00:00) → 2.5 (1 from 19 Oct 05:30) → 30 (1 from 22 Oct 11:08) → 12.2 (1 from 25 Oct 09:23)
  • registered voters: 26% (1 from 5 Oct 19:35) → 15% (1 from 7 Oct 22:35) → 27.3% (1 from 25 Oct 09:23) → 19.8% (1 from 25 Oct 09:23) → 52% (1 from 27 Oct 10:00)
  • local government: 23 (1 from 6 Oct 00:10) → 21 (1 from 6 Oct 00:10) → 27 (1 from 6 Oct 00:10) → 774 (1 from 15 Oct 00:22)
  • seats across: 44 (1 from 11 Oct 16:46) → 36 (1 from 11 Oct 16:46) → 28 (2 from 27 Oct 03:00)
  • political parties: 22 (1 from 15 Oct 00:22) → 500 (1 from 29 Oct 22:00) → 546 (1 from 29 Oct 22:00)

Matched by pattern, not read: a different number can be a correction, a rising count, or two different counts.