Here are some suggestions for how your organization can take action on emerging trends:
1. Pilot new ideas. Select one or two emerging trends to experiment with through small pilots or proofs-of-concept. This allows you to learn without a major investment.
2. Build partnerships. Partner with startups, universities or other organizations that are further along in exploring a trend. This gives you access to new knowledge and capabilities.
3. Re-examine your strategy. Use the trends to identify implications for your broader strategy. Where do the trends suggest opportunities for new products, services or business models?
4. Train your workforce. Educate employees on the trends most relevant to your business so they understand both opportunities
19. 001 Natural Language
Generation
002 Natural Language
Understanding (NLU)
003 Machine Reading
Comprehension
(MRC)
004 Real-Time Machine
Learning
005 Real-Time Context
in Machine Learning
006 Generative Algorithms
For Voice, Sound and
Video
007 Image Completion
008 AI For Seeing
Through Walls
009 Predictive Machine
Vision
010 New Generative
Modeling Techniques
011 Much Faster Deep
Learning
012 Reinforcement
Learning and
Hierarchical RL
013 Continuous Learning
014 Multitask Learning
015 Adversarial Machine
Learning
016 A Bigger Role For
Ambient Interfaces
017 Digital Assistants
Become Ubiquitous
018 AI For the Creative
Process
019 Bots
020 Ongoing Bias In AI
021 The AI Cloud
022 Proprietary,
Homegrown AI
Languages
023 AI Chipsets
024 Marketplaces For
AI Algorithms
025 More Consolidation
in AI
026 AI For Deep Linking
Everywhere
027 Making AI Explain
Itself
028 Accountability
and Trust
029 China’s AI Boom
030 I-Teams For
Algorithms
and Data
Artificial Intelligence