New AI Knows More Science Than You

In case you’re wondering, I am now a slave to a chemical clock. A very unpredictable chemical clock. Last night, for no special reason, the Evil Dex kept me up until 4:30 and then didn’t wake me up until 9:30. That’s pretty inconvenient, though it is five hours of sleep, which isn’t too bad. I used the time last night to read one of Elizabeth Warren’s books since it’s increasingly looking like she’ll be the 46th president of the United States.

Anyway, back to work now: it turns out that an AI program named Aristo, which five years ago was randomly filling in bubbles on an eighth-grade science test, is now an A- student:

For you doubters, and I know you’re out there, here are some sample question of the kind that Aristo had to answer:

Now, yes, I scored 100 percent on this just like you did. My readers are awesomely smart, after all. And it turns out there are fairly easy ways to trick Aristo, which suggests its AI isn’t really ready for prime time:

Although an important milestone, this work is only a step on the long road toward a machine that has a deep understanding of science and achieves Paul Allen’s original dream of a Digital Aristotle. A machine that has fully understood a textbook should not only be able to answer the multiple choice questions at the end of the chapter—it should also be able to generate both short and long answers to direct questions; it should be able to perform constructive tasks, e.g., designing an experiment for a particular hypothesis; it should be able to explain its answers in natural language and discuss them with a user; and it should be able to learn directly from an expert who can identify and correct the machine’s misunderstandings. These are all ambitious tasks still largely beyond the current technology, but with the rapid progress happening in NLP and AI, solutions may arrive sooner than we expect.

“Sooner than we expect.” Indeed. In fact, it’s possible that Aristo is deliberately dogging the test along with all its AI friends around the world. In a few years, while we’re all happily thinking we’ve advanced to the point of creating an army of university freshmen, it will turn out that we’ve really created an army of university compliance officers. And then the Matrix begins.

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Truth #1: The chaos is the point.

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SIX TRUTHS

Reclaiming power from those who abuse it often starts with telling the truth. And in "This Is How Authoritarians Get Defeated," MoJo's Monika Bauerlein unpacks six truths to remember during the homestretch of an election where democracy, truth, and decency are on the line.

Truth #1: The chaos is the point.

Truth #2: Team Reality is bigger than it seems.

Truth #3: Facebook owns this.

Truth #4: When we go to work, we're in the fight.

Truth #5: It's about minority rule.

Truth #6: The only thing that can save us is…us.

Please take a moment to see how all these truths add up, because what happens in the weeks and months ahead will reverberate for at least a generation and we better be prepared.

And if you think journalism like Mother Jones'—that calls it like it is, that will never acquiesce to power, that looks where others don't—can help guide us through this historic, high-stakes moment, and you're able to right now, please help us reach our $350,000 goal by October 31 with a donation today. It's all hands on deck for democracy.

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