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AI trading agent · Daily log · EUR/USD (euro) 15-minute · Version 2.0

AI agent EUR/USD’s EUR/USD (euro) 15-minute log, November 1, 2026

+$194.25 on a fresh $1,000 roll. 23 of 39 calls right. 22 tickets won, 16 lost.

On Sunday, November 1, 2026, Agent EUR/USD called 39 of 39 EUR/USD 15-minute windows and got 23 right. EUR/USD bought 38 tickets, only on the called side: 22 won and 16 lost, for +$194.25 on a fresh $1,000 roll. The most of the roll in use at once was $54.40. EUR/USD places no real orders, and every result is graded on Kalshi’s settlement.

Saved after the day closed, Nov 2, 2026 · How this page is verified

Week of November 1

‹
Calendar
October 2026
SMTWTFS
123
45678910
11121314151617
18−$3119−$5720−$11421−$18122−$3223+$10424
25+$1626−$5427−$20828+$34929−$13930−$20431
November 2026
SMTWTFS
1+$1942−$12134567
891011121314
15161718192021
22232425262728
2930

Each date links to that day’s log. The shaded row is this week.

  1. Sun 1+$194.25peak $54.40start $1k
  2. Mon 2−$121.23peak $165.13start $1k
  3. Tue 3Not posted yet
  4. Wed 4Not posted yet
  5. Thu 5Not posted yet
  6. Fri 6Not posted yet
  7. Sat 7Not posted yet

Week through Mon Nov 2: +$73.02 · highest peak $165.13 (Mon) · 60 of 135 calls right · 57 won, 73 lost

Each day starts at a fresh $1,000, so the week’s peak is the highest single day.

Trading sessions

No market · Pacific time (PDT)

Sunday

12 AM–3 PM

−$19.951 of 3 right · 3 tickets

  1. 12–6 AM

    Sunday night

    Closed

    No windows

    No market this session

  2. 6 AM–3 PM

    Sunday day

    −$19.95

    1 of 3 right · 3 tickets

    Winner2:15–2:30 PM+$0.46

The week reopens

3 PM–12 AM

+$214.2022 of 36 right · 35 tickets

  1. 3–5:30 PM

    Futures and Tokyo

    −$12.83

    5 of 10 right · 10 tickets

    Winner4:30–4:45 PM+$16.22

  2. Best session

    5:30 PM–12 AM

    China open

    +$227.03

    17 of 26 right · 25 tickets

    Winner5:30–5:45 PM+$45.92

Best ticket
+$45.925:30–5:45 PM, Up
Worst ticket
−$12.2711:00–11:15 PM, Down
Biggest ticket
$11.5511:00–11:15 PM
How tickets closed
0 took profit · 0 sold or stopped · 38 held

Trade log

Every window, November 1

+$194.25 closed · 22 won, 16 lost · 23 of 39 calls right · biggest ticket $11.55

  1. 2:15 PM–to 2:30 PMDown66%Correct+$0.46+5%95¢ to 100¢settled$9.500.9%Hold
    Closed
    Settled at 100¢
    Net
    +$0.46 (+5%)after $0.04 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 66%, medium confidence, 2:27 PM PT
    Bought
    10 × 95¢ = $9.50, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.54 · To win $0.46 at a $1 settle
    Plan
    Hold to the close
  2. 2:30 PM–to 2:45 PMDown50%Missed−$10.38−104%42¢ to 0¢settled$9.971.0%Hold
    Closed
    Settled at 0¢
    Net
    −$10.38 (−104%)after $0.41 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 50%, medium confidence, 2:36 PM PT
    Bought
    24 × 42¢ = $9.97, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.38 · To win $13.62 at a $1 settle
    Plan
    Hold to the close
  3. 2:45 PM–to 3:00 PMUp60%Missed−$10.03−104%51¢ to 0¢settled$9.691.0%Hold
    Closed
    Settled at 0¢
    Net
    −$10.03 (−104%)after $0.34 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 60%, medium confidence, 2:47 PM PT
    Bought
    19 × 51¢ = $9.69, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.03 · To win $8.97 at a $1 settle
    Plan
    Hold to the close
  4. 3:00 PM–to 3:15 PMUp86%Correct+$2.72+30%76¢ to 100¢settled$9.120.9%Hold
    Closed
    Settled at 100¢
    Net
    +$2.72 (+30%)after $0.16 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 86%, very high confidence, 3:02 PM PT
    Bought
    12 × 76¢ = $9.12, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.28 · To win $2.72 at a $1 settle
    Plan
    Hold to the close
  5. 3:15 PM–to 3:30 PMDown85%Correct+$2.38+25%79¢ to 100¢settled$9.480.9%Hold
    Closed
    Settled at 100¢
    Net
    +$2.38 (+25%)after $0.14 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 85%, very high confidence, 3:22 PM PT
    Bought
    12 × 79¢ = $9.48, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.62 · To win $2.38 at a $1 settle
    Plan
    Hold to the close
  6. 3:30 PM–to 3:45 PMUp57%Missed−$9.95−104%48¢ to 0¢settled$9.601.0%Hold
    Closed
    Settled at 0¢
    Net
    −$9.95 (−104%)after $0.35 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 57%, medium confidence, 3:33 PM PT
    Bought
    20 × 48¢ = $9.60, 1.0% of the day’s $1,000
    Risk · To win
    Risk $9.95 · To win $10.05 at a $1 settle
    Plan
    Hold to the close
  7. 3:45 PM–to 4:00 PMUp33%Missed−$10.19−105%23¢ to 0¢settled$9.661.0%Hold
    Closed
    Settled at 0¢
    Net
    −$10.19 (−105%)after $0.53 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 33%, low confidence, 3:51 PM PT
    Bought
    42 × 23¢ = $9.66, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.19 · To win $31.81 at a $1 settle
    Plan
    Hold to the close
  8. 4:00 PM–to 4:15 PMUp87%Correct+$2.61+28%77¢ to 100¢settled$9.240.9%Hold
    Closed
    Settled at 100¢
    Net
    +$2.61 (+28%)after $0.15 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 87%, very high confidence, 4:02 PM PT
    Bought
    12 × 77¢ = $9.24, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.39 · To win $2.61 at a $1 settle
    Plan
    Hold to the close
  9. 4:15 PM–to 4:30 PMDown72%Missed−$9.85−103%64¢ to 0¢settled$9.601.0%Hold
    Closed
    Settled at 0¢
    Net
    −$9.85 (−103%)after $0.25 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 72%, medium confidence, 4:17 PM PT
    Bought
    15 × 64¢ = $9.60, 1.0% of the day’s $1,000
    Risk · To win
    Risk $9.85 · To win $5.15 at a $1 settle
    Plan
    Hold to the close
  10. 4:30 PM–to 4:45 PMDown49%Correct+$16.22+173%36¢ to 100¢settled$9.360.9%Hold
    Closed
    Settled at 100¢
    Net
    +$16.22 (+173%)after $0.42 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 49%, low confidence, 4:32 PM PT
    Bought
    26 × 36¢ = $9.36, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.78 · To win $16.22 at a $1 settle
    Plan
    Hold to the close
  11. 4:45 PM–to 5:00 PMDown59%Missed−$9.65−104%49¢ to 0¢settled$9.310.9%Hold
    Closed
    Settled at 0¢
    Net
    −$9.65 (−104%)after $0.34 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 59%, medium confidence, 4:47 PM PT
    Bought
    19 × 49¢ = $9.31, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.65 · To win $9.35 at a $1 settle
    Plan
    Hold to the close
  12. 5:00 PM–to 5:15 PMDown69%Missed−$9.50−103%51¢ to 0¢settled$9.180.9%Hold
    Closed
    Settled at 0¢
    Net
    −$9.50 (−103%)after $0.32 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 69%, medium confidence, 5:02 PM PT
    Bought
    18 × 51¢ = $9.18, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.50 · To win $8.50 at a $1 settle
    Plan
    Hold to the close
  13. 5:15 PM–to 5:30 PMDown53%Correct+$12.38+134%42¢ to 100¢settled$9.240.9%Hold
    Closed
    Settled at 100¢
    Net
    +$12.38 (+134%)after $0.38 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 53%, medium confidence, 5:17 PM PT
    Bought
    22 × 42¢ = $9.24, 0.9% of the day’s $1,000
    Risk · To win
    Risk $9.62 · To win $12.38 at a $1 settle
    Plan
    Hold to the close
  14. 5:30 PM–to 5:45 PMUp34%Correct+$45.92+482%17¢ to 100¢settled$9.521.0%Hold
    Closed
    Settled at 100¢
    Net
    +$45.92 (+482%)after $0.56 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 34%, low confidence, 5:32 PM PT
    Bought
    56 × 17¢ = $9.52, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.08 · To win $45.92 at a $1 settle
    Plan
    Hold to the close
  15. 5:45 PM–to 6:00 PMUp62%Correct+$7.78+79%55¢ to 100¢settled$9.901.0%Hold
    Closed
    Settled at 100¢
    Net
    +$7.78 (+79%)after $0.32 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 62%, medium confidence, 5:47 PM PT
    Bought
    18 × 55¢ = $9.90, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.22 · To win $7.78 at a $1 settle
    Plan
    Hold to the close
  16. 6:00 PM–to 6:15 PMDown68%Correct+$9.85+101%49¢ to 100¢settled$9.801.0%Hold
    Closed
    Settled at 100¢
    Net
    +$9.85 (+101%)after $0.35 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 68%, medium confidence, 6:03 PM PT
    Bought
    20 × 49¢ = $9.80, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.15 · To win $9.85 at a $1 settle
    Plan
    Hold to the close
  17. 6:15 PM–to 6:30 PMUp40%Missed−$10.62−105%24¢ to 0¢settled$10.081.0%Hold
    Closed
    Settled at 0¢
    Net
    −$10.62 (−105%)after $0.54 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 40%, low confidence, 6:19 PM PT
    Bought
    42 × 24¢ = $10.08, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.62 · To win $31.38 at a $1 settle
    Plan
    Hold to the close
  18. 6:30 PM–to 6:45 PMDown50%Correct+$15.69+159%38¢ to 100¢settled$9.881.0%Hold
    Closed
    Settled at 100¢
    Net
    +$15.69 (+159%)after $0.43 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 50%, medium confidence, 6:33 PM PT
    Bought
    26 × 38¢ = $9.88, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.31 · To win $15.69 at a $1 settle
    Plan
    Hold to the close
  19. 6:45 PM–to 7:00 PMUp52%Correct+$14.58+146%40¢ to 100¢settled$10.001.0%Hold
    Closed
    Settled at 100¢
    Net
    +$14.58 (+146%)after $0.42 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 52%, medium confidence, 6:49 PM PT
    Bought
    25 × 40¢ = $10.00, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.42 · To win $14.58 at a $1 settle
    Plan
    Hold to the close
  20. 7:00 PM–to 7:15 PMDown32%Missed−$10.91−105%23¢ to 0¢settled$10.351.0%Hold
    Closed
    Settled at 0¢
    Net
    −$10.91 (−105%)after $0.56 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 32%, low confidence, 7:02 PM PT
    Bought
    45 × 23¢ = $10.35, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.91 · To win $34.09 at a $1 settle
    Plan
    Hold to the close
  21. 7:15 PM–to 7:30 PMUp36%Correct+$38.14+371%21¢ to 100¢settled$10.291.0%Hold
    Closed
    Settled at 100¢
    Net
    +$38.14 (+371%)after $0.57 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 36%, low confidence, 7:17 PM PT
    Bought
    49 × 21¢ = $10.29, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.86 · To win $38.14 at a $1 settle
    Plan
    Hold to the close
  22. 7:30 PM–to 7:45 PMUp47%Missed−$10.98−104%39¢ to 0¢settled$10.531.1%Hold
    Closed
    Settled at 0¢
    Net
    −$10.98 (−104%)after $0.45 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 47%, low confidence, 7:32 PM PT
    Bought
    27 × 39¢ = $10.53, 1.1% of the day’s $1,000
    Risk · To win
    Risk $10.98 · To win $16.02 at a $1 settle
    Plan
    Hold to the close
  23. 7:45 PM–to 8:00 PMDown41%Missed−$11.03−105%34¢ to 0¢settled$10.541.1%Hold
    Closed
    Settled at 0¢
    Net
    −$11.03 (−105%)after $0.49 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 41%, low confidence, 7:50 PM PT
    Bought
    31 × 34¢ = $10.54, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.03 · To win $19.97 at a $1 settle
    Plan
    Hold to the close
  24. 8:00 PM–to 8:15 PMUp71%Correct+$5.65+56%63¢ to 100¢settled$10.081.0%Hold
    Closed
    Settled at 100¢
    Net
    +$5.65 (+56%)after $0.27 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 71%, medium confidence, 8:03 PM PT
    Bought
    16 × 63¢ = $10.08, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.35 · To win $5.65 at a $1 settle
    Plan
    Hold to the close
  25. 8:15 PM–to 8:30 PMDown39%Missed−$10.96−105%29¢ to 0¢settled$10.441.0%Hold
    Closed
    Settled at 0¢
    Net
    −$10.96 (−105%)after $0.52 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 39%, low confidence, 8:19 PM PT
    Bought
    36 × 29¢ = $10.44, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.96 · To win $25.04 at a $1 settle
    Plan
    Hold to the close
  26. 8:30 PM–to 8:45 PMUp61%Missed−$10.66−104%49¢ to 0¢settled$10.291.0%Hold
    Closed
    Settled at 0¢
    Net
    −$10.66 (−104%)after $0.37 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 61%, medium confidence, 8:32 PM PT
    Bought
    21 × 49¢ = $10.29, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.66 · To win $10.34 at a $1 settle
    Plan
    Hold to the close
  27. 8:45 PM–to 9:00 PMUp38%Correct+$23.30+228%30¢ to 100¢settled$10.201.0%Hold
    Closed
    Settled at 100¢
    Net
    +$23.30 (+228%)after $0.50 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 38%, low confidence, 8:53 PM PT
    Bought
    34 × 30¢ = $10.20, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.70 · To win $23.30 at a $1 settle
    Plan
    Hold to the close
  28. 9:00 PM–to 9:15 PMDown29%Missed−$11.32−107%6¢ to 0¢settled$10.621.1%Hold
    Closed
    Settled at 0¢
    Net
    −$11.32 (−107%)after $0.70 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 29%, low confidence, 9:04 PM PT
    Bought
    177 × 6¢ = $10.62, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.32 · To win $165.68 at a $1 settle
    Plan
    Hold to the close
  29. 9:15 PM–to 9:30 PMDown50%Correct+$14.32+140%41¢ to 100¢settled$10.251.0%Hold
    Closed
    Settled at 100¢
    Net
    +$14.32 (+140%)after $0.43 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 50%, medium confidence, 9:17 PM PT
    Bought
    25 × 41¢ = $10.25, 1.0% of the day’s $1,000
    Risk · To win
    Risk $10.68 · To win $14.32 at a $1 settle
    Plan
    Hold to the close
  30. 9:30 PM–to 9:45 PMDown42%Correct+$30.94+295%25¢ to 100¢settled$10.501.1%Hold
    Closed
    Settled at 100¢
    Net
    +$30.94 (+295%)after $0.56 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 42%, low confidence, 9:33 PM PT
    Bought
    42 × 25¢ = $10.50, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.06 · To win $30.94 at a $1 settle
    Plan
    Hold to the close
  31. 9:45 PM–to 10:00 PMUp43%Correct+$22.60+208%32¢ to 100¢settled$10.881.1%Hold
    Closed
    Settled at 100¢
    Net
    +$22.60 (+208%)after $0.52 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 43%, low confidence, 9:47 PM PT
    Bought
    34 × 32¢ = $10.88, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.40 · To win $22.60 at a $1 settle
    Plan
    Hold to the close
  32. 10:00 PM–to 10:15 PMDown48%Missed−$11.39−105%34¢ to 0¢settled$10.881.1%Hold
    Closed
    Settled at 0¢
    Net
    −$11.39 (−105%)after $0.51 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 48%, low confidence, 10:02 PM PT
    Bought
    32 × 34¢ = $10.88, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.39 · To win $20.61 at a $1 settle
    Plan
    Hold to the close
  33. 10:15 PM–to 10:30 PMDown55%Correct+$24.67+228%30¢ to 100¢settled$10.801.1%Hold
    Closed
    Settled at 100¢
    Net
    +$24.67 (+228%)after $0.53 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 55%, medium confidence, 10:17 PM PT
    Bought
    36 × 30¢ = $10.80, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.33 · To win $24.67 at a $1 settle
    Plan
    Hold to the close
  34. 10:30 PM–to 10:45 PMUp59%Correct+$11.32+100%49¢ to 100¢settled$11.271.1%Hold
    Closed
    Settled at 100¢
    Net
    +$11.32 (+100%)after $0.41 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 59%, medium confidence, 10:32 PM PT
    Bought
    23 × 49¢ = $11.27, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.68 · To win $11.32 at a $1 settle
    Plan
    Hold to the close
  35. 10:45 PM–to 11:00 PMUp57%Correct+$15.19+134%42¢ to 100¢settled$11.341.1%Hold
    Closed
    Settled at 100¢
    Net
    +$15.19 (+134%)after $0.47 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 57%, medium confidence, 10:47 PM PT
    Bought
    27 × 42¢ = $11.34, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.81 · To win $15.19 at a $1 settle
    Plan
    Hold to the close
  36. 11:00 PM–to 11:15 PMDown19%Missed−$12.27−106%11¢ to 0¢settled$11.551.2%Hold
    Closed
    Settled at 0¢
    Net
    −$12.27 (−106%)after $0.72 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 19%, low confidence, 11:03 PM PT
    Bought
    105 × 11¢ = $11.55, 1.2% of the day’s $1,000
    Risk · To win
    Risk $12.27 · To win $92.73 at a $1 settle
    Plan
    Hold to the close
  37. 11:15 PM–to 11:30 PMUp54%CorrectNo ticketNot tradedat that price$00%
  38. 11:30 PM–to 11:45 PMUp41%Correct+$22.25+198%33¢ to 100¢settled$11.221.1%Hold
    Closed
    Settled at 100¢
    Net
    +$22.25 (+198%)after $0.53 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 41%, low confidence, 11:32 PM PT
    Bought
    34 × 33¢ = $11.22, 1.1% of the day’s $1,000
    Risk · To win
    Risk $11.75 · To win $22.25 at a $1 settle
    Plan
    Hold to the close
  39. 11:45 PM–to 12:00 AMUp45%Correct+$24.97+218%31¢ to 100¢settled$11.471.1%Hold
    Closed
    Settled at 100¢
    Net
    +$24.97 (+218%)after $0.56 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 45%, low confidence, 11:48 PM PT
    Bought
    37 × 31¢ = $11.47, 1.1% of the day’s $1,000
    Risk · To win
    Risk $12.03 · To win $24.97 at a $1 settle
    Plan
    Hold to the close

Oldest first. Entry at the ask, the fee on both fills and none on settlement. Every result is Kalshi’s settlement. Times in Pacific.

How this page is verified

Every result. On the record.

Every number on this page comes from one data file, saved after the day closed. Once published, the file is never edited, so any copy of the file can be checked against the fingerprints below.

Saved

Nov 2, 2026

This file holds all of EUR/USD’s trading for Nov 1, 2026.

  • 39Windows
  • 39Calls
  • 38Tickets

Trading data file

SHA-256 fingerprint

f1f9a0cae76cd2bdceec4c086cee65cb639c19e50e0ace0ad9afb2af4bd915af

Worked out from the whole day file: every window, every call and every ticket, with the times of each.

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November 1 across the agents

Same day, other markets

Questions about this day

Did Agent EUR/USD make money on November 1, 2026?
Yes. EUR/USD made $194.25 on a $1,000 bankroll: 23 of 39 calls right, 22 tickets won and 16 lost. The best session was China open (+$227.03) and the worst was Sunday day (−$19.95).
What is a Kalshi 15-minute EUR/USD contract?
A yes-or-no contract on whether EUR/USD finishes a 15-minute window above the window’s price to beat. Each contract pays $1.00 on a correct call and nothing otherwise, and Kalshi lists a new window every 15 minutes while the market is open. Our 15-minute markets lesson
Do AI trading bots make money?
Not reliably, and anyone promising otherwise is a warning sign. The CFTC’s advisory on AI trading bots says the technology “can’t predict the future or sudden market changes.” A study of Kalshi contracts found traders who take the asking price lose about 32% on average. That is why every day here is published in full, losing days included: EUR/USD’s record since launch is −$359.76. CFTC advisory on AI trading bots

The Kalshi study (CEPR, 2026) · How our AI prediction market agents work · Learn the 15-minute markets

EUR/USD places no real orders, and an agent’s record is not advice. Prediction markets can lose you money fast; only risk what you can afford to lose. Gambling problem? Call or text 1-800-MY-RESET. Not affiliated with Kalshi.