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The U.S. Needs a National Strategic Computing Reserve
From ACM Opinion

The U.S. Needs a National Strategic Computing Reserve

One year after supercomputers worked together to fight COVID-19, it's time to broaden the partnership to prepare for other crises.

Does AI Have an Alignment Problem?
From ACM Opinion

Does AI Have an Alignment Problem?

The problems and the possibilities of AI are, in a very deep way, the problems and possibilities of humanity.

Reward Is Enough for Generalized AI
From ACM Opinion

Reward Is Enough for Generalized AI

The generic objective of maximizing reward is enough to drive behavior that exhibits most abilities studied in natural and artificial intelligence.

Reducing Racial Bias in AI Models for Clinical Use
From ACM Opinion

Reducing Racial Bias in AI Models for Clinical Use

To fully address the issue of racial bias in AI models for clinical use, a top-down intervention is required.

Polarized Scientific Views Are Worse Than Ever
From ACM Opinion

Polarized Scientific Views Are Worse Than Ever

Interactions between science and politics are now so complex, so numerous, and often so opaque that it’s not clear anymore whom to trust.

Getting More People With Disabilities Developing Technology Is Good for Everyone
From ACM Opinion

Getting More People With Disabilities Developing Technology Is Good for Everyone

It's not just a matter of fairness and inclusion. Accessible technology is generally better for everyone.

Machine Learning Security Needs New Perspectives and Incentives
From ACM Opinion

Machine Learning Security Needs New Perspectives and Incentives

Researchers and developers racing to make deep learning available to different applications need to actively seek out and address security challenges before they...

Theorists and Experimentalists Must Join Forces
From ACM Opinion

Theorists and Experimentalists Must Join Forces

Collaborations between theorists and experimentalists are crucial for accelerating research.

Self-Driving Cars Might Never Be Able to Drive Themselves
From ACM Opinion

Self-Driving Cars Might Never Be Able to Drive Themselves

Producing truly autonomous vehicles requires a fundamental shift in current approaches.

For Companies That Use ML, Labeled Data Is the Key Differentiator
From ACM Opinion

For Companies That Use ML, Labeled Data Is the Key Differentiator

Any company that is considering using machine learning cannot overlook one technical choice: supervised or unsupervised learning.

Shoshana Zuboff: Why You Should Care About Privacy
From ACM Opinion

Shoshana Zuboff: Why You Should Care About Privacy

The author of The Age of Surveillance Capitalism talks about why people should pay attention to how big tech companies are using their information.

Should Alexa Read Our Moods?
From ACM Opinion

Should Alexa Read Our Moods?

Companies should be barred from analyzing what people say and how they sound to recommend products or personalize advertising messages.

A Vision to Compute like Nature
From Communications of the ACM

A Vision to Compute like Nature: Thermodynamically

Advocating a new, physically grounded, computational paradigm centered on thermodynamics and an emerging understanding of using thermodynamics to solve problems...

How to Be Responsible in AI Publication
From ACM Opinion

How to Be Responsible in AI Publication

A white paper from Partnership on AI advises on navigating the risks of AI research and responsible publication.

Caution Ahead: Navigating Risks to Freedoms Posed by AI
From ACM Opinion

Caution Ahead: Navigating Risks to Freedoms Posed by AI

NSCAI commissioners and PCLOB members urge a task force to examine the challenges of using AI systems across federal agencies.

Data Scientists' Important Role in Defeating COVID Vaccine Skepticism
From ACM Opinion

Data Scientists' Important Role in Defeating COVID Vaccine Skepticism

Without a basic understanding of data measures and how they're computed, data-driven vaccine safety and effectiveness messages can become meaningless sound bites...

Can Machines Control Our Brains?
From ACM Opinion

Can Machines Control Our Brains?

Advances in brain-computer interface technology are impressive, but not close to anything resembling mind control.

'Clearly AI Is Going to Win'
From ACM Opinion

'Clearly AI Is Going to Win'

Nobel-winning psychologist Daniel Kahneman discusses listening to science, avoiding system noise, and the inevitability of AI over human intelligence.

European AI Needs Strategic Leadership, Not Overregulation
From ACM Opinion

European AI Needs Strategic Leadership, Not Overregulation

EU regulation of AI could limit the use cases and innovation and put the EU in a technologically inferior position globally.

Defining a Role for AI Ethics in National Security
From ACM Opinion

Defining a Role for AI Ethics in National Security

Mariarosaria Taddeo, an associate professor and senior research fellow at the Oxford Internet Institute and Dstl Ethics Fellow at the Alan Turing Institute, discusses...
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