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Why Machine Learning Can't Understand Human Language
From ACM Opinion

Why Machine Learning Can't Understand Human Language

While larger deep neural networks can incrementally improveme specific tasks, they aren't fit for general natural language understanding.

What OpenAI and GitHub's AI Pair Programmer Means for the Software Industry
From ACM Opinion

What OpenAI and GitHub's AI Pair Programmer Means for the Software Industry

AI-powered code generator provides some interesting hints about the business of large language models and the future of the software industry.

Building Artificial Intelligence: Reward Is Not Enough
From ACM Opinion

Building Artificial Intelligence: Reward Is Not Enough

Rewards are not enough to build artificial intelligence, says data scientist Herbert Roitblat, countering claims from a recent paper by DeepMind scientists.

Tesla AI Chief Says Self-Driving Cars Don't Need Lidar
From ACM Opinion

Tesla AI Chief Says Self-Driving Cars Don't Need Lidar

Andrej Karpathy shares why the company still believes in a purely vision-based autonomous driving solution.
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