The document discusses both the capabilities and limitations of current artificial intelligence technologies. It outlines areas where AI has made recent advances such as speech recognition, object recognition, translation and data mining using big data and neural networks. However, it also notes that AI systems have limitations such as requiring massive datasets, being unable to adapt or learn interactively, and lacking common sense or reasoning abilities. The document advocates for a new paradigm of adaptive AI that can achieve capabilities like general purpose robots, language comprehension and conversation.

1. PETER VOSS - IDEAS
Artificial Intelligence
Hype and Reality

3. Fully Self-Driving cars
Personal Assistants
Replace Journalists
Handle Legal Cases
Cure Aging!
PETER VOSS - IDEAS

4. PETER VOSS - IDEAS
Dystopia!

6. PETER VOSS - IDEAS
A Reality Check

7. PETER VOSS - IDEAS
Recent Advances
Big Data
Massive Computation
Deep Neural Nets

8. Speech Recognition (Alexa)
Object Recognition (Cars)
Sentiment Analysis
Translation
Data Mining
PETER VOSS - IDEAS

9. PETER VOSS - IDEAS
Limitations
Require Massive Datasets
Frozen in Time
Cannot Adapt/ Learn Interactively
No Common Sense or Reasoning

10. There used to be a girl living in a village near the forest. Every time she
went out, the baby was wearing a clothed riding horse, so everyone in
the village was called a baby baby.
One morning, the Little Red Riding Hood asked his mother whether they
could go to Grandma as they had been looking at each other for a while.
Her mother said that 'That's a good idea.' So they packed a nice basket
to take a small red riding horse to her grandmother.
When the basket was prepared, the baby kissed her mother's farewell
with a red mantle.

11. Once upon a time, there was a little girl who lived in a village near the
forest. Whenever she went out, the little girl wore a red riding cloak, so
everyone in the village called her Little Red Riding Hood.
One morning, Little Red Riding Hood asked her mother if she could go to
visit her grandmother as it had been awhile since they'd seen each other.
"That's a good idea," her mother said. So they packed a nice basket for
Little Red Riding Hood to take to her grandmother.
When the basket was ready, the little girl put on her red cloak and kissed
her mother goodbye.

12. Not Quite There Yet…

13. A cat wearing a tie? A zebra on the ground?

14. Not Quite There Yet…

16. PETER VOSS - IDEAS
Limitations
Require Massive Datasets
Frozen in Time
Cannot Adapt/ Learn Interactively
No Common Sense or Reasoning

17. PETER VOSS - IDEAS
Can’t Do
General Purpose Robots
Language Comprehension & Conversation

18. PETER VOSS - IDEAS
Adaptivity & The Long Tail
AI needs a New Paradigm

19. PETER VOSS - IDEAS
The Third Wave of AI

20. 1 2

21. 3

22. PETER VOSS - IDEAS
Can Do
Adaptive Learning
Language Comprehension & Conversation
Common Sense?

23. Is AI for Real?
Yes
No
Yes

25. Desirable AGI Characteristics

26. Imagine…

27. PETER VOSS - IDEAS
Thank You