
Algorithms Are Making Important Decisions. What Could Possibly Go Wrong?
Seemingly trivial differences in training data can skew the judgments of AI programs—and that’s not the only problem with automated decision-making

Algorithms Are Making Important Decisions. What Could Possibly Go Wrong?
Seemingly trivial differences in training data can skew the judgments of AI programs—and that’s not the only problem with automated decision-making

Safeguarding AI Is Up to Everyone
The use of artificial intelligence is so varied and industry-specific, no one federal agency can manage it alone


What the Luddites Can Teach Us about AI
The Luddites did not hate technology—but they did fight the way it was used to exploit humans.

If AI Becomes Conscious, Here’s How We Can Tell
A checklist derived from six neuroscience-based theories of consciousness could help assess whether an artificial intelligence system achieves this state

ChatGPT Can Get Good Grades. What Should Educators Do about It?
AI can generate clear, concise text—but people still need to learn how to write

Social Media Algorithms Warp How People Learn from Each Other
Social media companies’ drive to keep you on their platforms clashes with how people evolved to learn from each other

ChatGPT and Other Language AIs Are Nothing without Humans
Language model AIs seem smart because of how they string words together, but in reality, they can’t do anything without many people guiding them every step of the way

Worm Brains, Decoded like Never Before, Could Shed Light on Our Own Mind
One of the most in-depth catalogs of an animal’s brain-body connections ever compiled ties neural activity to roundworm behavior

AI Causes Real Harm. Let’s Focus on That over the End-of-Humanity Hype
Effective regulation of AI needs grounded science that investigates real harms, not glorified press releases about existential risks

Tech Companies’ New Favorite Solution for the AI Content Crisis Isn’t Enough
From college plagiarism to cybercrime scams, generative AI is eroding trust in online content. Digital watermarking is no quick fix for the problem

We Need Smart Intellectual Property Laws for Artificial Intelligence
“One-size-fits-all” regulation will sideline medical and research benefits promised by the advent of artificial intelligence

Yes, AI Models Can Get Worse over Time
More training and more data can have unintended consequences for machine-learning models such as GPT-4