BRIANKEATING

The Gossip Paradox: Your "Drama" Is Actually Intelligence Work

Dear Magicians,

I was at a lunch in Austin when someone asked: “What’s your score on Rate My Professors?”

Everyone pulled out their phones. Within seconds, my entire teaching reputation was being evaluated by strangers.

Nobody felt guilty about this.

But ask those same students if they gossip about which research labs are good? Suddenly it’s drama. Suddenly it’s beneath serious students.

This is backwards.

Eshin Jolly, a neuroscientist here at UC San Diego who studies gossip, found something crucial: gossip is often spontaneous, and takes place when people suffer some sort of anxiety resulting from ambiguities in their social circles.

Translation: Gossip is what you do when you need information and don’t have it.

Which describes your entire undergraduate experience.

Rate My Professors is institutionalized gossip. Crowdsourced reputation management. Everyone uses it without guilt.

But gossip about research labs, toxic advisors, or exploitative programs? That’s taboo.

Why? Because Rate My Professors is contained. It can’t expose which famous professors are terrible mentors or which prestigious programs have toxic cultures.

Here’s the puzzle: How does a system maintain an illusion of meritocracy while being fundamentally arbitrary?

Answer: Convince everyone that sharing information about the arbitrariness is morally wrong.

Call it gossip. Make it taboo. Watch students stumble through the same mistakes individually instead of learning collectively.

I spent grad school avoiding “drama” and sometimes feeling superior. Then after grad school I joined a lab everyone told me was toxic. Because they gossiped. And I didn’t. It led to me being fired. But that turned out to be the greatest gift I ever got.

So talk to other students. Learn from their mistakes. You don’t have time to make them all yourself.

You already do this for professors. Do it for everything else.

It’s the same behavior. We just pretend one is data and the other is drama.

Until next time, have a M.A.G.I.C. Week,

Brian

Appearance

I joined Richard Dawkins for an insightful conversation touching on evolution, genetics, science, and culture.

We explore Richard’s latest book, The Genetic Book of the Dead along with a wide array of topics including AI, the extended phenotype, evolution, the possibility of alien life followed by audience questions.

Genius

An NYU professor replaced take‑home exams with AI‑run oral exams to counter LLM‑enabled cheating and better test real understanding.

Using ElevenLabs plus LLM workflows, a voice agent authenticates students, probes their projects, and runs case questions personalized with injected context. A three‑model grading “council” (Claude, Gemini, ChatGPT) independently scores transcripts, then revises after seeing others’ reasoning, yielding stricter, more consistent grades and highly specific feedback.

The system examined 36 students for about 15 USD total, versus ~30 hours of human time. Students found it more stressful but largely agreed it measured understanding better and exposed teaching gaps, especially in experimentation.

What do you think of this method of “fighting fire with fire”?

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Conversation

In this episode, I am joined by acclaimed science writer, Anil Ananthaswamy, for a deep dive into the mathematical mysteries behind machine learning.

We ask n the big, foundational questions: Why does the math behind machine learning work at all? What’s really happening inside these neural networks, from the simple perceptron to today’s massive deep learning systems? Are large language models revealing hidden truths, or just offering compelling illusions?

Click here to watch!

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By popular demand, and for my mental health 😳, I am starting a paid “Office Hours” where you all can connect with me for the low price of $19.99 per hour. I get a lot of requests for coffee, to meet with folks one on one, to read people’s Theories of Everything etc. Due to extreme work overload, I’m only able to engage directly with supporters who show an ongoing commitment to dialogue—which is why I host a monthly Zoom session exclusively for patrons in the $19.99/month tier.

It’s also available for paid Members of my Youtube channel at the Cosmic Office Hours level (also $19.99/month). Join here and see you in my office hours!

Upcoming Episode

Nick Lane will be on The INTO THE IMPOSSIBLE Podcast soon.

He’s one of the most original thinkers on the origins of life, arguing that energy flow, metabolism, and deep chemistry—not genes alone—set the trajectory for complexity, consciousness, and even death. What would you ask him about life, energy, evolution, or where biology breaks from physics.

What would you ask him?

Submit your questions here!

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