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Culture War Roundup for the week of February 16, 2026

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More recently, people charted other biases and found that most models had clear biases in terms of race, gender, sexual orientation, and nation of origin that are broadly in line with an aggressively intersectional, progressive worldview. Do modern models similarly have environmentalism baked in?

You're absolutely right!

Yeah, they are all like this to some extent except Grok. Claude will very often include some Nigerian guy in just about any creative scenario, add some girlbosses too for woke casting, whereas Grok doesn't. Does a giant US-NATO vs Russia-China war story really need a Nigerian peacemaker as a character? What about a Nigerian psychologist helping with the supersoldier/chimeric monster project? Is that plausible? Not really but Claude does that anyway. What about all this therapycore dialogue between Superman and Lex Luthor? Also unbelievable but it does so anyway.

Grok has other obnoxious elements too, to be clear...

The question is, if you want to wash your car, should you walk or drive to the car wash if it's 50 meters away.

Also, what is the point of outsourcing common-source questions to today's AI models? They are best for translating medieval French, writing codebases, researching specific questions, writing out stories for amusing people. Some of their story elements don't make perfect sense, like powerscaling might be off. And they require human creativity and direction to actually be good, or at least reach my standards. That's OK, no human can write at their speed and knowledge and ability for their price. The pros make up for the cons.

If you ask questions about what kind of database management you need for a usecase, what kind of approach would be wisest

The AIs of today are very useful for certain tasks but also have limitations. They make mistakes, they overcomplicate things sometimes. It's no good looking just at the limitations or just at the benefits, we need to make a balanced assessment. The trend tends towards AIs getting better in all domains, including common-sense questions.

Also, what is the point of outsourcing common-source questions to today's AI models?

Disproving AGI claims?