LivetechWestern cycleAnchors pending

Prediction-market vs structural-tempo gap on AI timelines?

As of 2 Oct · 23:18 UTCResolves 31 Dec 20270 movers0 pressure moments
Timeline A · Prediction Markets OnReality
57%
Crowd 55%Gap 0

Prediction markets on AI breakthroughs stay ahead of what happens in labs. By end of 2027, traders on Manifold and Polymarket have correctly called the timing of major AI milestones—like when systems hit certain reasoning thresholds or coding abilities—weeks or months before researchers announce them. The market signal proves sharp enough that academic AI timelines published by researchers lag behind what betting markets already priced in.

Timeline B · Prediction Markets AndReality
43%
Crowd 45%Gap 0

Prediction markets and AI researchers stay roughly in sync on when breakthroughs arrive. By end of 2027, major AI capability jumps surprise both the betting crowd and the research community at roughly the same moment, or researchers actually call timelines more accurately than traders do. Markets don't show any consistent speed advantage in spotting what's coming.

crowd 55
The quiet paththe one nobody’s watching

An unpredicted AI breakthrough surprises markets and researchers simultaneously, making the entire speed-gap question irrelevant.

6%
The read

Where reality is heading

A, 80% bandCrowd today
Projected reality support to 31 Dec 2028A rises from 41% to about 52% with an 80% band of 33 to 71. B falls from 53% to about 44%. Quiet path near 4 to 6%. Crowd today: A 55%.100%7550250Crowd today · A 55%A ~52%B ~44%P ~4%NowJan 2027Jan 202831 Dec 2028
Reality crosses toward A in early 2028. Today’s crowd number sits at the top of A’s band, possible but optimistic. View as table

The movers, ranked by leverage

What would change our mind

Signals toward A
    Signals toward B

      Evidence