LiveHuman-AI & attentionWestern cycleAnchors pending

Emergence of measurable cognitive-atrophy effects in AI-heavy-user cohorts by 2028 (reduced working-memory, reduced source-evaluation capacity, reduced sustained-attention) documented in ≥3 peer-reviewed studies with n>1000?

As of 6 Oct · 22:12 UTCResolves 31 Dec 20282 movers0 pressure moments
Timeline A · AI RaceReality
55%
Crowd 55%Gap 0

By the end of 2028, researchers have published studies showing that people who use AI assistants heavily—for writing, research, and problem-solving—score lower on working-memory tests and struggle more to spot false sources than they did five years earlier. Three separate studies with over 1,000 participants each found the same pattern: more AI use correlates with weaker ability to focus for long stretches and less skill at evaluating where information comes from. The studies appear in journals like Cognitive Psychology and Psychological Science.

Timeline B · Governed AIReality
45%
Crowd 45%Gap 0

Heavy AI users show no consistent decline in thinking skills by 2028, and the peer-reviewed literature fails to establish a clear link between AI reliance and mental weakness. Researchers find that AI use reshapes how people work but does not shrink working memory or source-checking ability; people may just use these skills differently. No cluster of three large studies with over 1,000 participants each reaches print documenting measurable cognitive loss in this population.

crowd 55
The quiet paththe one nobody’s watching

AI crisis event redirects research funding and attention away from long-term cognitive studies before 2028.

6%
The read
Governed AI and AI Race are close to balanced.

Neither path has decisive pull. Which way this resolves depends on the levers below.

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

01
AI safety-testing pre-deployment regulatory severityDetermines deployment-safety trade-off
leverage 0
Conditional
02
Chip export-control severityDetermines capability-race pace + China compute-substrate isolation
leverage 0
Conditional

What would change our mind

Signals toward A
  • attention-economy regulated (smartphone age-limits, algorithmic transparency, data-protection)
  • cognitive-dependency addressed via educational integration + digital-literacy
  • AI safety-testing pre-deployment regulatory severity: movement in the direction that supports Governed AI
Signals toward B
  • AI development treated as national-champion race
  • safety-frameworks minimized as constraint-on-innovation, sovereignty-first (US-AI, China-AI, EU-AI, potentially India-AI, Gulf-AI as distinct capability stacks), export-controls hardened, capability-race accelerated
  • AGI-timeline compressed as race dynamics dominate
  • attention-economy less regulated except where national-security implications
  • cognitive-dependency mostly market-mediated with cultural-restorationist opt-out

Evidence