New AI systems such as ChatGPT, the overhauled Microsoft Bing search engine, and the reportedly soon-to-arrive GPT-4 have utterly captured the public

Why Are We Letting the AI Crisis Just Happen?

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2023-03-15 06:00:11

New AI systems such as ChatGPT, the overhauled Microsoft Bing search engine, and the reportedly soon-to-arrive GPT-4 have utterly captured the public imagination. ChatGPT is the fastest-growing online application, ever, and it’s no wonder why. Type in some text, and instead of getting back web links, you get well-formed, conversational responses on whatever topic you selected—an undeniably seductive vision.

But the public, and the tech giants, aren’t the only ones who have become enthralled with the Big Data–driven technology known as the large language model. Bad actors have taken note of the technology as well. At the extreme end, there’s Andrew Torba, the CEO of the far-right social network Gab, who said recently that his company is actively developing AI tools to “uphold a Christian worldview” and fight “the censorship tools of the Regime.” But even users who aren’t motivated by ideology will have their impact. Clarkesworld, a publisher of sci-fi short stories, temporarily stopped taking submissions last month, because it was being spammed by AI-generated stories—the result of influencers promoting ways to use the technology to “get rich quick,” the magazine’s editor told The Guardian.

This is a moment of immense peril: Tech companies are rushing ahead to roll out buzzy new AI products, even after the problems with those products have been well documented for years and years. I am a cognitive scientist focused on applying what I’ve learned about the human mind to the study of artificial intelligence. I’ve also founded a couple AI companies myself, and I'm considering founding another. Way back in 2001, I wrote a book called The Algebraic Mind in which I detailed then how neural networks, a kind of vaguely brainlike technology undergirding some AI products, tended to overgeneralize, applying individual characteristics to larger groups. If I told an AI back then that my aunt Esther had won the lottery, it might have concluded that all aunts, or all Esthers, had also won the lottery.