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51,416 slides across 1229 decks match.
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Pioneers of neural networks win Turing Award, the highest award in computer science
AirStreetCapital · case_study
Pioneers of neural networks win Turing Award, the highest award in computer science
 Europe publishes the most AI papers, but only China's average citation rate is growing
AirStreetCapital · industry_trends
Europe publishes the most AI papers, but only China's average citation rate is growing
83% — Field-Weighted Citation Impact
 New $1 billion investment in computing & AI at MIT: Shifting gears for new generations
AirStreetCapital · case_study
New $1 billion investment in computing & AI at MIT: Shifting gears for new generations
$1 billion — Investment
 University course enrollment in AI is growing, particularly in China
AirStreetCapital · industry_trends
University course enrollment in AI is growing, particularly in China
16x — Growth in enrollment
 Gender diversity of AI professors and students is still far off being on an equal footing
AirStreetCapital · industry_trends
Gender diversity of AI professors and students is still far off being on an equal footing
80% — Gender representation
 This contributes to a 71% male dominated AI applicant pool in the US
AirStreetCapital · market_landscape
This contributes to a 71% male dominated AI applicant pool in the US
71% — Applicant gender distribution
 But is the trend of hiring AI researchers into companies slowing down now?
AirStreetCapital · precedent
But is the trend of hiring AI researchers into companies slowing down now?
 Global venture capital investments in AI themes grow at a clip to reach >$27B/year
AirStreetCapital · market_sizing
Global venture capital investments in AI themes grow at a clip to reach >$27B/year
$27.3B — Venture capital investment
 Big tech companies continue to gobble up AI-first startups
AirStreetCapital · industry_trends
Big tech companies continue to gobble up AI-first startups
60 — Cumulative AI acquisitions
 Robotic process automation: An overnight enterprise success (15 years in the making)
AirStreetCapital · industry_trends
Robotic process automation: An overnight enterprise success (15 years in the making)
2500 — Customer count
 Robotics in the real world: Cleaning and in-store operations
AirStreetCapital · case_study
Robotics in the real world: Cleaning and in-store operations
$5B — TAM
 Robotics in the real world: From learning to walk to jumping around a parkour course
AirStreetCapital · case_study
Robotics in the real world: From learning to walk to jumping around a parkour course
 Robots making more robots: Big incumbents making moves
AirStreetCapital · case_study
Robots making more robots: Big incumbents making moves
$150M — Investment
 Robots making more robots: Full-stack startups enter the manufacturing market
AirStreetCapital · client_example
Robots making more robots: Full-stack startups enter the manufacturing market
$179M — funding
 Robots-enabled supply chains: Omni-channel, automated fulfillment
AirStreetCapital · client_example
Robots-enabled supply chains: Omni-channel, automated fulfillment
 U.S. factories are installing record numbers of robots
AirStreetCapital · industry_trends
U.S. factories are installing record numbers of robots
35,880 — Robot units installed
 Amazon is massively scaling its physical fulfilment infrastructure
AirStreetCapital · industry_trends
Amazon is massively scaling its physical fulfilment infrastructure
2x — Fulfillment centers
 Amazon rolls out more warehouse robots for fulfilment and sorting
AirStreetCapital · case_study
Amazon rolls out more warehouse robots for fulfilment and sorting
200k — robot count
 Self-driving cars are now a game for multi-billion dollar balance sheets
AirStreetCapital · case_study
Self-driving cars are now a game for multi-billion dollar balance sheets
$19B — Capital expenditure
 While live AV pilots grow in California and around the world, several players retreat
AirStreetCapital · industry_trends
While live AV pilots grow in California and around the world, several players retreat
63 — DMV approvals
 Waymo drove >1M miles in 2018, 2.8x next best (GM Cruise) and 16x 3rd best (Apple)!
AirStreetCapital · competitive_analysis
Waymo drove >1M miles in 2018, 2.8x next best (GM Cruise) and 16x 3rd best (Apple)!
1,000,000 — Miles driven on public roads
 Nonetheless, self-driving mileage accrual in California is still microscopic vs. all drivers
AirStreetCapital · market_landscape
Nonetheless, self-driving mileage accrual in California is still microscopic vs. all drivers
0.00066% — Miles driven
 Leading to several missed launch dates and lots of silence from other players
AirStreetCapital · industry_trends
Leading to several missed launch dates and lots of silence from other players
 Reading machines are improving and proliferating
AirStreetCapital · industry_trends
Reading machines are improving and proliferating
 Reading machines: Augmenting professional analysts
AirStreetCapital · case_study
Reading machines: Augmenting professional analysts
 Healthcare: The US FDA cleared 3 AI-based diagnostic products in the last 12 months
AirStreetCapital · industry_trends
Healthcare: The US FDA cleared 3 AI-based diagnostic products in the last 12 months
3 — FDA clearances
 Healthcare: Pharma companies partner with AI-driven drug development companies
AirStreetCapital · case_study
Healthcare: Pharma companies partner with AI-driven drug development companies
$2.4 billion — Potential royalty value
 Healthcare: Pharma companies partner with AI-driven drug development companies
AirStreetCapital · case_study
Healthcare: Pharma companies partner with AI-driven drug development companies
 Nutrition: Using genetic, metabolomic, metagenomic and meal-context information from 1,100 study participants to predict individuals’ metabolic response to food
AirStreetCapital · case_study
Nutrition: Using genetic, metabolomic, metagenomic and meal-context information from 1,100 study participants to predict individuals’ metabolic response to food
73% — Glucose response correlation
 Big tech companies monetise cloud computation, but not their hosted AI services
AirStreetCapital · industry_trends
Big tech companies monetise cloud computation, but not their hosted AI services
$25,656M — Revenue
 AI hardware: A flourishing, global landscape of giants and startups
AirStreetCapital · market_landscape
AI hardware: A flourishing, global landscape of giants and startups
 Qualcomm’s Snapdragon wins by demonstrating very strong performance and hardware acceleration for both float and quantized neural networks.
AirStreetCapital · competitive_analysis
Qualcomm’s Snapdragon wins by demonstrating very strong performance and hardware acceleration for both float and quantized neural networks.
19496 — AI-Score
 AI hardware: Benchmarking the performance of mobile handsets for AI tasks
AirStreetCapital · benchmark_peers
AI hardware: Benchmarking the performance of mobile handsets for AI tasks
24488 — AI-Score
 AI hardware: Pushing compute and competition to the edge
AirStreetCapital · industry_trends
AI hardware: Pushing compute and competition to the edge
472 — GFLOPs
 AI hardware: Pushing compute and competition to the edge
AirStreetCapital · process_diagram
AI hardware: Pushing compute and competition to the edge
 5G as the backbone of ubiquitous connectivity and AI computation
AirStreetCapital · industry_trends
5G as the backbone of ubiquitous connectivity and AI computation
1,529 — 5G standard essential patents
 Public Attitudes to AI: Warfare and double standards
AirStreetCapital · market_landscape
Public Attitudes to AI: Warfare and double standards
29% — Public opinion percentage
 But early experiments with ethics boards have run into difficulties
AirStreetCapital · case_study
But early experiments with ethics boards have run into difficulties
 Public Attitudes to AI: high level machine intelligence is just 9 years off...
AirStreetCapital · industry_trends
Public Attitudes to AI: high level machine intelligence is just 9 years off...
54% — Probability of high-level machine intelligence
 Public Attitudes to AI: Enthusiasm by demographic
AirStreetCapital · market_landscape
Public Attitudes to AI: Enthusiasm by demographic
 AI Nationalism: Finland’s ‘1 percent’ AI Scheme
AirStreetCapital · case_study
AI Nationalism: Finland’s ‘1 percent’ AI Scheme
1% — population percentage
 AI Nationalism: Update on the U.S.
AirStreetCapital · context
AI Nationalism: Update on the U.S.
 US export controls create problems at a large international machine learning conference
AirStreetCapital · case_study
US export controls create problems at a large international machine learning conference
 After Google steps back Anduril steps forward.
AirStreetCapital · case_study
After Google steps back Anduril steps forward.
 AI and dual use issues: Xinjiang surveillance & Western researchers
AirStreetCapital · context
AI and dual use issues: Xinjiang surveillance & Western researchers
 New challenges: Mass surveillance growing in technical sophistication
AirStreetCapital · industry_trends
New challenges: Mass surveillance growing in technical sophistication
 New challenges: Weaponizing natural language processing
AirStreetCapital · industry_trends
New challenges: Weaponizing natural language processing
 New challenges: DeepFakes hit the political agenda
AirStreetCapital · context
New challenges: DeepFakes hit the political agenda
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