Augmented Intelligence 2.0: my thoughts on what's next after Palantir, Quid, Recorded Future, and other similar companies, using context-aware computing principles. This was a short (20 min) talk given to the Data Science meetup in Moscow, so slides don't deep dive into details.

1. Augmented Intelligence
Insight  Decision-Making

2. Human vs. Artificial Intelligence

3. Who Won the Battle?

4. Unexpected Result

5. Augmented Experience 1.0

6. Augmented Experience 1.0: The Process
• Keyword/Keyphrase extraction
• Concept extraction
• Entity extraction (people, events, orgs,
locations, etc.)
• Sentiment Analysis
• Dynamic Ontologies
• Spatio-Temporal Analysis
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• Visualizations of all sorts

7. What’s Next?

8. Augmented Experience 2.0

9. Augmented Experience 2.0
HOW COULD WE MAKE
MACHINE STRONGER?

10. STEP 1
MAKE MACHINE ADAPT TO
USER

11. STEP 1: Make Machine Adapt to User
• Learn ontology
• Learn priorities
• Work on behalf
• Predict and alert
• What else?

12. STEP 2
MAKE MACHINE ADAPT TO
NON-USER CONTEXT

13. STEP 2: Make Machine Adapt to Non-User Context
• Same plus…
• Sense the Environment
• React to Context Changes
• What else?

14. STEP 3
EMBED MACHINE INTO
HUMAN BRAIN

15. STEP 3: Cortical Modem enables Cyber Projections