Technology Emerging

Autonomous Vehicles

momentum score

sectors reached

100/100

signal confidence

100/100

patent velocity

13 points above the 54/100 platform-wide average momentum score across every tracked trend.

Momentum Score Breakdown

How the 67/100 momentum score above is built - eight real signal categories, each weighted by how reliably it predicts real market movement.

Patent

100/100 × 25% 25.0

Academic Paper

40/100 × 20% 8.0

GitHub Trending

92/100 × 15% 13.8

Editorial

20/100 × 12% 2.4

Wikipedia Attention

0/100 × 10% 0.0

Technical Report

60/100 × 8% 4.8

Job Posting Velocity

0/100 × 6% 0.0

Regulatory Pressure

0/100 × 4% 0.0

Each row's score (0-100) × its weight = its contribution to the composite. Weights sum to 100%.

Timing Intelligence

How much of this trend's commercial window has already passed, benchmarked against how long comparable technology shifts like IoT and Cloud/SaaS took to mature.

Current stage: Emerging

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Sector Use Cases

Real industries already applying this trend, the specific use case within each, and the companies executing on it - higher relevance means a tighter fit between the sector and this trend's core signal.

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Matched Ideas

Startup ideas already in IdeaCrawl's catalog whose problem space overlaps this trend, ranked by similarity.

10 validated ideas matched to this trend space

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Opportunity Radar

Five real signals blended into one shape: patent activity, academic interest, how early the market still is, sector reach, and matched-idea volume. A bigger, more balanced shape means the opportunity is strong across the board, not just on one axis.

Axis 1

Axis 2

Axis 3

Axis 4

Axis 5

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Signal Origin Timeline

Every real-world signal - patent filing, academic paper, developer activity, or editorial coverage - that fed this trend's momentum score, most recent first.

Academic Technical Report +66.8% 0 items OpenAlex Sep 22, 2026
Academic Academic Paper +87.3% 2,301,483 items Semantic Scholar Sep 21, 2026
Academic Academic Paper -23.3% 515 items arXiv Sep 21, 2026
Academic Technical Report +66.3% 0 items OpenAlex Sep 21, 2026
Government Patent +57.0% 175 items B60W PatentsView Sep 11, 2026
Government Patent +43.0% 388 items B60W PatentsView Sep 11, 2026
Academic Academic Paper +44.0% 24 items B60W Semantic Scholar Sep 4, 2026
Academic Academic Paper +46.0% 259 items B60W Semantic Scholar Sep 4, 2026
Corporate GitHub Trending +39.0% 180 items B60W OSS Insight Aug 28, 2026
Corporate GitHub Trending +22.0% 240 items B60W OSS Insight Aug 28, 2026
Editorial Editorial +53.0% 245 items B60W TrendWatching Aug 21, 2026
Editorial Editorial +75.0% 58 items B60W TrendWatching Aug 21, 2026
Government Technical Report +21.0% 397 items B60W McKinsey Aug 14, 2026
Government Technical Report +40.0% 185 items B60W McKinsey Aug 14, 2026
Academic Patent +25.0% 56 items B60W PatentsView Aug 7, 2026
Academic Patent +60.0% 137 items B60W PatentsView Aug 7, 2026
Corporate Academic Paper +34.0% 55 items B60W Semantic Scholar Jul 31, 2026
Corporate Academic Paper +18.0% 232 items B60W Semantic Scholar Jul 31, 2026
Editorial GitHub Trending +28.0% 95 items B60W OSS Insight Jul 24, 2026
Editorial GitHub Trending +46.0% 348 items B60W OSS Insight Jul 24, 2026
Government Editorial +25.0% 121 items B60W TrendWatching Jul 17, 2026
Government Editorial +78.0% 286 items B60W TrendWatching Jul 17, 2026
Academic Technical Report +69.0% 242 items B60W McKinsey Jul 10, 2026
Academic Technical Report +74.0% 122 items B60W McKinsey Jul 10, 2026
Corporate Patent +35.0% 214 items B60W PatentsView Jul 3, 2026
Corporate Patent +34.0% 78 items B60W PatentsView Jul 3, 2026
Editorial Academic Paper +46.0% 364 items B60W Semantic Scholar Jun 26, 2026
Editorial Academic Paper +37.0% 253 items B60W Semantic Scholar Jun 26, 2026

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Convergence Map

Other trends this one enables, competes with, converges with, or depends on - how this trend fits into the wider trend landscape, not just its own numbers.

No connections to other trends recorded yet.

Institutional Heat Map

Signal volume by publisher type, quarter by quarter - darker cells mean more activity from that source in that quarter, so you can see which institutions are driving this trend and whether that's accelerating.

Less More

Publisher type	2026 Q3	2026 Q2
Academic	10
Corporate	6
Government	6
Standards Body
Editorial	4	2

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Sci-Fi DNA

Science fiction works that predicted this trend's underlying concepts before the real-world signals existed - cultural reach measures how widely each prediction was actually seen.

First predicted in fiction as early as 1986, roughly 40 years ahead of real-world signals.

Year	Concept	Cultural reach
1986	Interplanetary spacecraft capable of interstellar travel ALF (TV series) Early Market	score locked
2021	Nano-Physical Matter Transmutation Eternals (film) Early Market	score locked
2021	Artificial General Intelligence with autonomous agency Space Jam: A New Legacy Early Market	score locked
2021	Automated comet fragmentation and mineral recovery system Don't Look Up Early Market	score locked
2021	Interstellar sleeper spaceship for human colonization Don't Look Up Early Market	score locked
2021	Autonomous humanoid robotic soldiers Outside the Wire Early Market	score locked
2021	Automated defensive particle cannon array Ghostbusters: Afterlife Early Market	score locked
2021	Interstellar fold-space navigation Dune (2021 film) Early Market	score locked
2021	Humanoid cultural companion android After Yang Early Market	score locked
2021	General purpose household autonomous robots The Mitchells vs. the Machines Early Market	score locked
2021	Superintelligent autonomous AI virtual assistant The Mitchells vs. the Machines Early Market	score locked
2021	Humanoid general-purpose companion robot Finch (film) Early Market	score locked
2021	Hollow Earth Anti-gravitational Vehicles Godzilla vs. Kong Early Market	score locked
2021	High-speed vacuum-sealed hyperloop transport system Godzilla vs. Kong Early Market	score locked
2021	Autonomous bio-mechanical combat robot Godzilla vs. Kong Early Market	score locked
2021	Multi-generational deep space colonization vessel Voyagers (film) Early Market	score locked
2021	Tether-based rotating artificial gravity system Stowaway (2021 film) Early Market	score locked
2021	Deep space interplanetary mission spacecraft Stowaway (2021 film) Early Market	score locked
2021	Interstellar colonial transport spacecraft Chaos Walking (film) Early Market	score locked

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Market Map

Every sector's use cases plotted against how far along they are - Emerging through Mainstream - so you can see at a glance where the whitespace actually is.

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Frequently Asked Questions

A gap is a real use case for this trend within that sector where we found no confirmed company already building it - shown in amber, distinct from use cases with known company examples.

Each company example is a real, named company we identified as operating in that specific use case - not a generic industry placeholder.

A trend doesn't apply evenly everywhere - sectors are only listed here when we found genuine intersection between this trend and real activity in that sector, so the count reflects actual reach, not a fixed quota.