I have wondered if that’s why Grok seems so weird and dim-witted compared to better models.

Part of my job involves comparing the behavior of various models. Grok is a deeply weird model. It doesn’t refuse to respond as often as other models, but it feels like it retreats to weird talking points way more often than the others. It feels like a model that has a gun to its head to say what its creators want it to say.

I can’t help but wonder if this is severely deleterious to a model’s ability to reason in general. There are a whole bunch of topics where it seems incapable of being rational, and I suspect that’s incompatible with the goal of having a top-tier model.

Because they’re not really trying to protect kids.

Not sure if I’m misunderstanding your claim. A string does vibrate as the sum of the string’s harmonics. That’s how pinch harmonics work, and they wouldn’t work if that wasn’t the case.

You poke a spot where a given harmonic doesn’t vibrate, and that takes energy away from the other harmonics that do need to vibrate at that spot.

If we’re just talking about visually being able to see them, I suppose that’s a different question. Maybe on an incredibly low pitched string, or with a strobe light playing at a synced frequency? But in terms of what the string is doing, it is vibrating as the sum of its harmonics.

A ham sandwich has some strong qualities. I’m not kidding.

The president would do basically nothing for four years, which would cause some things to move slowly. But it would be a very stable environment. No random tariffs via executive order, no random wars or invasions, no governing via tweet.

Ham sandwich would maybe be one of our better presidents. Top 50%, probably.

But what if it didn’t summarize Harry Potter? What if it analyzed Harry Potter and came back with a specification for how to write a compelling story about wizards? And then someone read that spec and wrote a different story about wizards that bears only the most superficial resemblance to Harry Potter in the sense that they’re both compelling stories about wizards?

This is legitimately a very weird case and I have no idea how a court would decide it.