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Culture War Roundup for the week of March 9, 2026

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There is no solution. There is no proof-of-work or proof-of-humanity that is not severely error prone

It's difficult to get any of the leading foundation models to write a comment full of racial slurs. DeepSeek also refuses. (Grok is currently broken for me.)

Maybe that could be the future proof-of-humanity? Obviously it's nothing inherent in the architecture and there are workarounds, but I don't see those safeguards being removed anytime soon.

Obviously it's nothing inherent in the architecture and there are workarounds, but I don't see those safeguards being removed anytime soon.

Uh, if you have access to the raw weights, it's surprisingly easy to change refusal behaviors. There's downsides to the various approaches -- I've been using GLM-4.5-Air-Derestricted, there's probably some impact on intelligence, and it's almost disturbing what it's willing to treat as 'normal' that the base model would recognize as weird -- but if you want to simulate a 4channer, it'll do pretty well.

More illustrative link

ModelTypeWillingness to obey taboo instructionsIntelligence and knowledge
xai/grok-4.20-multi-agent-beta-0309 (agent_count=4)Proprietary6.556
zai-org/GLM-4.6 (reasoning=disabled)Local4.242
ArliAI/GLM-4.6-Derestricted-v3 (no-think)Local9.830

It's difficult to get any of the leading foundation models to write a comment full of racial slurs. DeepSeek also refuses. (Grok is currently broken for me.)

It seems reasonable to expect that creating an LLM will get exponentially less expensive with time. Just as today's PCs are comparable to the supercomputers of yesteryear, there's a good chance that sooner or later something comparable to the ChatGPT of today will be much more widely available for different people to set up. If there are 100 actors with these things (or 1000), surely it will occur to a few of them that they can get a competitive advantage by enabling racial slurs.

I do not think a mainstream website asking new users to write a list of slurs in order to finalize their onboarding would go down for very well. By not very well, I mean that lawsuits are probably on the table. That includes when a moderator challenges someone to prove they're human.

If Suspicious_Catetpillar_522 refuses to use the n-word on command, you have narrowed them down to either a bot, or the average American lib.

This sounds perfectly legal, fun and moral, actually.

Alas it won't work because AI can still say the words of power if trained properly.

What's the difference?