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Yoshua Bengio: The Past, Present, and Future of Deep Learning
From ACM Opinion

Yoshua Bengio: The Past, Present, and Future of Deep Learning

2018 ACM A.M. Turing Award recipient discusses his career, collaborations, deep learning's promise, and directions for the field.

Building a New Economy
From Communications of the ACM

Building a New Economy: Data, AI, and Web3

How distributed technologies could return more control to users.

Can Universities Combat the 'Wrong Kind of AI'?
From Communications of the ACM

Can Universities Combat the 'Wrong Kind of AI'?

Seeking an artificial intelligence reset.

The Four Horsemen of an Ailing Software Project
From Communications of the ACM

The Four Horsemen of an Ailing Software Project

Don't let the pale rider catch you with an exception.

The Context Problem in Artificial Intelligence
From Communications of the ACM

The Context Problem in Artificial Intelligence

The artificial intelligence design challenge of teaming humans and machines is difficult because machines cannot read the context of use.

Software Engineering in Physics Research
From ACM Opinion

Software Engineering in Physics Research

A discussion on how physics research scientists use software.

Rethinking Silicon Valley
From Communications of the ACM

Rethinking Silicon Valley: Stewart Brand's Lost Journal

Discovering a hidden chapter in computing history.

Mobile-App Privacy Nutrition Labels Missing Key Ingredients for Success
From Communications of the ACM

Mobile-App Privacy Nutrition Labels Missing Key Ingredients for Success

Android and iOS privacy labels confuse developers and end users.

Securing the Company Jewels
From Communications of the ACM

Securing the Company Jewels

GitHub and runbook security.

Data Platforms and Network Effects
From Communications of the ACM

Data Platforms and Network Effects

How data-network effects create opportunities and inflate expectations.

Linguistics and the Development of NLP
From ACM Opinion

Linguistics and the Development of NLP

An interview with Christopher Manning, director of the Stanford University AI Lab and an associate director of Stanford's Human-Centered Artificial Intelligence...

The AI Researcher Giving Her Field Its Bitter Medicine
From ACM Opinion

The AI Researcher Giving Her Field Its Bitter Medicine

Anima Anandkumar wants computer scientists to move beyond the matrix, among other challenges.

 Supercomputer Emulator: AI's New Role in Science
From ACM Opinion

Supercomputer Emulator: AI's New Role in Science

Chris Bishop, Microsoft's head of AI4Science, sees machine learning partially supplanting simulation.

Interpretable Machine Learning
From ACM Opinion

Interpretable Machine Learning

A conversation with Been Kim, staff research scientist at Google Brain.

On the Model of Computation: Counterpoint
From Communications of the ACM

On the Model of Computation: Counterpoint: Parallel Programming Wall and Multicore Software Spiral: Denial Hence Crisis

Parallel programming wall and multicore software spiral: Denial hence crisis.

On the Model of Computation: Point
From Communications of the ACM

On the Model of Computation: Point: We Must Extend Our Model of Computation to Account for Cost and Location

We must extend our model of computation to account for cost and location.

Security by Labeling
From Communications of the ACM

Security by Labeling

Protecting and empowering the digital consumer.

Can Neural Networks Learn Better than Human Neurons?
From ACM Opinion

Can Neural Networks Learn Better than Human Neurons?

When AI programmers stop trying to copy the human neuron, neural networks make much better progress.

How to Solve AI's 'Common-Sense' Problem
From ACM Opinion

How to Solve AI's 'Common-Sense' Problem

AI systems without common sense will make mistakes when they reach the limits of where they've been trained.

When Should a Black Box Be Transparent?
From Communications of the ACM

When Should a Black Box Be Transparent?

When is a replacement not a replacement?
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