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Limits of the current state of Artificial Intelligence for Law
Published on Jul 24, 20171898 Views
Artificial Intelligence (AI), despite its recent successes on several fronts, has still serious limitations when it comes to the problems related to the deep understanding the world. Law is an area,
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Chapter list
Limits of the current state of Artificial Intelligence for Law00:00
Outline00:24
Quick introduction to AI00:49
What do natural sciences do?00:55
How science describes the nature?01:51
What AI can and cannot do today?03:04
Structure of AI and its subfields06:30
AI, a hot trend in today’s business08:22
Stuart Russell09:13
Artificial Intelligence: Quarterly Funding09:42
AI Heatmap: Deals Distribution By Category10:30
Why AI now? What made the difference?11:49
Demonstration of some of the AI building blocks17:12
Demo: Support Vector Machine17:25
Demo: Neural Networks17:50
Demo: Semantic Annotation26:11
Demo: Understanding Global Social Dynamics33:36
Demo: Reasoning with Knowledge - 137:35
Demo: Reasoning with Knowledge - 238:06
Demo: Reasoning with Knowledge - 340:02
Why AI cannot serve real Law challenges yet?42:24
AI & Law challenges42:35
Language vs. World44:20
Example structure of a World Model (CycKB at http://opencyc.org/)44:56
When AI and Law can really meet?46:29
Further reading48:13
Relevant further references48:14
Conclusions48:27
Summary48:27