WHOA. This is like google-scale computing power... AI for sure. Let me do some research, but here are some ideas:
disclaimer: these are a bit of a stretch to be sure, but hey
Never ending learner:
Part 1: Machine vision on video + language learning on web + pattern recognition => new semantic constructs
Part 2: semantic constructs + reinforcement learning + intrinsic exploration => action selection
Result: An agent that can take in real-world scenarios, including language, text, and vision, and learn to do tasks by itself, improving how it learns as it goes. EPIC.
Autonomous programmer:
code with comments (from github, community-based labeling, etc) + machine learning + knowledge representation => "understanding code"
machine + natural language => PROFIT
Result: you can say, "what's the sales this quarter?" and it'll deduce logical steps (parse, read from db, etc) and tell you the answer
disclaimer: these are a bit of a stretch to be sure, but hey
Never ending learner: Part 1: Machine vision on video + language learning on web + pattern recognition => new semantic constructs Part 2: semantic constructs + reinforcement learning + intrinsic exploration => action selection Result: An agent that can take in real-world scenarios, including language, text, and vision, and learn to do tasks by itself, improving how it learns as it goes. EPIC.
Autonomous programmer: code with comments (from github, community-based labeling, etc) + machine learning + knowledge representation => "understanding code" machine + natural language => PROFIT Result: you can say, "what's the sales this quarter?" and it'll deduce logical steps (parse, read from db, etc) and tell you the answer