Pavel Sokolovsky

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big ideas · Sep 2024

The future of humanity’s energy no one knows about.

This video features Casey Handmer of Terraform Industries (disclosure: I’m invested!), who showcases the technology he developed for making natural gas from thin air. I never get tired of sharing content about this! ~ learn more

thoughts of food · Sep 2024

Food deserts are not the cause of nutritional inequality?

“Counterfactual simulations show that exposing low-income households to the same products and prices available to high-income households reduces nutritional inequality by only about 10%, while the remaining 90% is driven by differences in demand.” ~ learn more

under the microscope · Sep 2024

False-positive psychology.

“In this article, we show that despite the nominal endorsement of a maximum false-positive rate of 5% (i.e., p ≤ .05), current standards for disclosing details of data collection and analyses make false positives vastly more likely. In fact, it is unacceptably easy to publish “statistically significant” evidence consistent with any hypothesis.” ~ learn more

better doing · Sep 2024

Take ownership of your future self.

This feels related to the idea of using a secret identity or alter-ego to enhance your performance. “Your personality, skills, likes, and dislikes change over time — but that change isn’t out of your control. What can you do to become the version of yourself that you most want to be? Start by acknowledging the differences between your past, current, and future selves.” ~ learn more

tech, startups, internet · Sep 2024

Chain of Thoughtlessness.

This research makes the claim that using “Chain of Thought” prompting for LLMs does not generalize. I consider this evidence of LLM limitations (at least for now?). “This spotlights drawbacks of chain of thought, especially because of the sharp tradeoff between possible performance gains and the amount of human labor necessary to generate examples with correct reasoning traces.” ~ learn more

tech, startups, internet · Sep 2024

Time sinks and money sinks.

“To dramatically oversimplify the internet, every product on the Internet is just one of two things…” I didn’t realize it at the start of my career, but one reason lots of other businesses didn’t make sense to me is because I have always lived in a ‘money sink’ environment. ~ learn more

oh, chicago · Sep 2024

Chicago’s fake robbery visa scam.

Here’s a story about a, “ Chicago-based scheme that staged armed robberies so the purported victims could apply for U.S. immigration visas reserved for legitimate crime victims.” ~ learn more

fun facts · Sep 2024

Phase diagrams.

“Understanding and interpreting phase diagrams. Created by Sal Khan.” ~ learn more

fun facts · Sep 2024

Messy desks and the myth of the perfect workspace.

“Whenever I see one of those ‘here’s my workspace’ posts with the perfect photos of a sleek, clean, and pristine desk, I vom a little.” I do not have a messy desk, but that’s only because I have not had a desk for several years. ~ learn more