Repeat
- Use Human-like components (simulated neurons)
- Keep in touch with reality by
- Solve problems like humans do (cognitive models and architecture)
- Develop interesting systems (AI programs)
- Integrate Learning
- Take advantage of emergent algorithms
- Repeat
- It's clear that I don't have an AI.
- I'd have to get pretty luck to get one in the next 10 years, or even
in 50.
- So we need to advance in steps.
- One way to do this, is to just follow the framework and keep
repeating it.
- We can build different systems, learn from them, figure out what
they can and can't do, and then start developing the next one.
- These advancements can come from better hardware, but also from
better neural models, better learning algorithms, and better
understanding of emergent properties.
- We can also build reusable components that can be combined in
novel ways.
- So, if I build a good parser, you don't have to.
- This repetition is not meant to be all about me. I've got some
colleagues involved, but I'd like to get others on board.
