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Interpretable Machine Learning
From ACM Opinion

Interpretable Machine Learning

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

The Computer Scientist Challenging AI to Learn Better
From ACM Opinion

The Computer Scientist Challenging AI to Learn Better

Christopher Kanan is building algorithms that can continuously learn over time—the way people do.

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.

AI Is Transforming How We Bank
From ACM Opinion

AI Is Transforming How We Bank

Regulators need help to keep up.

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.

Democratizing LLMs Needs a Revolution in AI Hardware
From ACM Opinion

Democratizing LLMs Needs a Revolution in AI Hardware

Hardware barriers must be overcome to make LLMs available to a broader audience.

AI Education and Research
From ACM Opinion

AI Education and Research

An interview with Grid.ai's Sebastian Raschka.

The Age of Algorithmic Anxiety
From ACM Opinion

The Age of Algorithmic Anxiety

Interacting online today means being besieged by system-generated recommendations, but do we want what the machines tell us we want?

Artificial Creativity?
From ACM Opinion

Artificial Creativity?

Models such as DALL-E dissociate ideation from implementation, but do we care?

AI Researchers Building Surveillance Tech and Deep Fakes Resist Ethical Concerns
From ACM Opinion

AI Researchers Building Surveillance Tech and Deep Fakes Resist Ethical Concerns

The computer vision research community is behind on AI ethics, but it is not just a research problem.

Could AI Replace Therapists?
From ACM Opinion

Could AI Replace Therapists?

A non-sentient artificial intelligence may be able to offer effective psychotherapy.

Should Machines Replace Mathematicians?
From ACM Opinion

Should Machines Replace Mathematicians?

A "replication crisis" in mathematics raises questions about the purpose of knowledge.

Can Computers Be Mathematicians?
From ACM Opinion

Can Computers Be Mathematicians?

Artificial intelligence has bested humans at problem-solving challenges like chess and Go. Is mathematics research next?

Who Is Liable when AI Kills?
From ACM Opinion

Who Is Liable when AI Kills?

We need to change rules and institutions while still promoting innovation to protect people from faulty AI.

Yann LeCun's Bold New Vision for the Future of AI
From ACM Opinion

Yann LeCun's Bold New Vision for the Future of AI

One of deep learning's godfathers pulls together old ideas to sketch out a fresh path for AI.

Intro to Model-Free and Model-Based Reinforcement Learning
From ACM Opinion

Intro to Model-Free and Model-Based Reinforcement Learning

Neuroscientist and author Daeyeol Lee talks reinforcement learning in humans and animals, AI and natural intelligence, and more.

'Sentience' Is the Wrong Discussion to Have on AI Right Now
From ACM Opinion

'Sentience' Is the Wrong Discussion to Have on AI Right Now

A more important conversation would be one about human compatibility and trust.

Google's 'Sentient' Chatbot Is Our Self-Deceiving Future
From ACM Opinion

Google's 'Sentient' Chatbot Is Our Self-Deceiving Future

The next generation of AI will put the pathetic fallacy on steroids.

Human-Like Programs Abuse Our Empathy
From ACM Opinion

Human-Like Programs Abuse Our Empathy

It is easy to be fooled by the mimicry, but consumers need transparency about how such systems are used.

It's Time for AI to Retire the Turing Test
From ACM Opinion

It's Time for AI to Retire the Turing Test

The Turing Test's most troubling legacy is an ethical one: It is fundamentally about deception.
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