AI

the era of AI-induced mental illness is going to make the era of social media-induced mental illness look like the era of. like. printing press-induced mental illness

I’ve found that it pays to make journaling as “inconvenient” as possible. After I deleted Day One, I returned to writing in a physical journal, and that dramatically improved my mental health, critical thinking, time management, and memory. Multiple studies have shown that handwriting is better for memory retention and learning compared to typing.... See more

For example, if you ask a model to “return all active users in the last 7 days” it might hallucinate a `is_active` column, join to an `activity` table that doesn’t exist, or potentially get the wrong date (especially in leap years!).

We previously talked to Shreya Rajpal at Guardrails AI, which also supports Text2SQL enforcement. Their approach was... See more

When you hear a phrase like a “7B parameter model,” 7 billion parameters is a measure of the dataset, not the model . You obviously couldn’t train such a model out of, say, a text of 50 words (well you could, but it would be highly informationally degenerate). And if you gave the training protocol 100 internets worth of data, 7B parameters may not... See more

The choice is not between AI and human intelligence. It is between information ecosystems that sustain both and information ecosystems that degrade both. The research is clear on where current trajectories lead. The strategic question is what to do about it.