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Trend detail

General TechGeneral TechRising42% confidenceRisingStable

Examining Reasoning Llms-as

Rank #86 with 2 captured signals across 1 sources.

Examining Reasoning Llms-as is a rising trend validated by 2 signals across 1 sources.

Open source item from arXivCompare with Collective OutcomesBrowse General TechBrowse General Tech
Total score19.9
Movement+1
Momentum0.0%
First seen13 Mar 2026

History

Score trajectory

Dashed line shows a high-confidence projection using SES smoothing.

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 1Knowledge signals are leading the move (7.7 score).
Signal 2The trend improved by 1 ranking positions since the previous run.

Canonicalization

Tracked aliases

examining reasoning llms as
examining reasoning llms-as
Examining Reasoning Llms-as

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 18% · Content 6% · Product 10% · Investment 30%
Rising
Limited actionability signals

Prediction

Breakout outlook

Rising · 62% confidenceClimbing ranks (+4.7/run) · Recently emerged (<24h)
Next 5 runs · High confidence · SES smoothingSES smoothing · 0.0% backtest error
19.9 to 19.9 projected

Sources

What is driving this rank

arXiv accounts for 68.7% of this score.

arXiv1 signals · 68.7% est. score shareKnowledge 7.7 · Diversity 6.0Latest healthy fetch kept 45 of 45 items
Healthy147m old · 14 Mar 2026, 00:03 · 13.7 pts · 12 Mar 2026, 17:57

Audience

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

Geo

Where it is showing up

No location signals yet.

Evidence

Recent signals