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datePast Year
subjectArtificial Intelligence
authorThe Gradient
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Lessons From Deploying Deep Learning to Production
From ACM Opinion

Lessons From Deploying Deep Learning to Production

Peter Gao, an early engineer at Cruise, reflects on his experience deploying deep-learning models into production.

The Missing Voices in Natural Language Processing
From ACM Opinion

The Missing Voices in Natural Language Processing

Who and what is being represented in the data and development of NLP models?

Strong AI Requires Autonomous Building of Composable Models
From ACM Opinion

Strong AI Requires Autonomous Building of Composable Models

Models built by AI must encode the fundamental patterns of experience

Who's Building the Foundation Models of the Future?
From ACM Opinion

Who's Building the Foundation Models of the Future?

Curation, auditing, and evaluation of so-called 'foundation models' should not be left to the tech industry.

The Imperative for Sustainable AI Systems
From ACM Opinion

The Imperative for Sustainable AI Systems

The impact of AI's massive carbon footprint is social, not just environmental

Machine Learning Won't Solve Natural Language Understanding
From ACM Opinion

Machine Learning Won't Solve Natural Language Understanding

Data-driven approaches to NLU are psychologically, cognitively, and computationally implausible.
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