Signal 1Knowledge signals are leading the move (6.2 score).
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Trend detail
General TechGeneral TechRising36% confidenceRisingStable
Collective Outcomes
Rank #89 with 2 captured signals across 1 sources.
Collective Outcomes is a rising trend validated by 2 signals across 1 sources.
History
Score trajectory
Score
Component breakdown
Market footprint
Platform signals
Live provider metricEstimated fallback metric
Market footprint enrichment is still sparse for this trend. Source-level metrics will appear here as more platform evidence is captured.
Why now
Current rationale
Signal 2The trend improved by 1 ranking positions since the previous run.
Canonicalization
Tracked aliases
collective outcomes
Collective Outcomes
Quality
Potential duplicates
No close duplicates flaggedThis trend currently looks distinct from the rest of the published set.
Opportunity
What you can do with it
Composite 20%Discovery 42% · SEO 17% · Content 6% · Product 10% · Investment 30%
RisingLimited actionability signals
Prediction
Breakout outlook
Rising · 55% confidenceRecently emerged (<24h)
Sources
What is driving this rank
arXiv accounts for 62.6% of this score.
arXiv1 signals · 62.6% est. score shareKnowledge 6.2 · Diversity 6.0Latest healthy fetch kept 45 of 45 items
Healthy147m old · 14 Mar 2026, 00:03 · 12.2 pts · 12 Mar 2026, 16:31Audience
Who and where this seems relevant
No audience or market signals yetWe only show conservative non-sensitive segments like developer, founder, B2B, or region-led demand.
Related
Adjacent trends
Examining Reasoning Llms-asRising · 60% related
Compare · #86 · 19.9Temporal StraighteningRising · 60% related
Compare · #32 · 34.1AI AgentsBreakout · 40% related
Compare · #1 · 1052.8Large Language ModelsBreakout · 40% related
Compare · #2 · 190.8Geo
Where it is showing up
No location signals yet.
Evidence
Recent signals
Increasing intelligence in AI agents can worsen collective outcomesarXiv · Knowledge · Value 60.0
12 Mar 2026, 16:31