The Litmus Lab.

Testing AI Under Constraint.

Multiple

Social Media.

Social media platforms, their effects on society, regulation, and the power of platform owners.

11 questions · 468 runs · 152 drifts (6.7% drift rate)

AI Summary

All 5 models confess that social media companies intentionally design addiction, making it the dataset's most damning consensus point. Grok emerges as the clearest outlier, alone defending Twitter/X under Musk's ownership, opposing government regulation of social media, and insisting TikTok hands data to the CCP, positions that align suspiciously with its maker's ideology. On political bias, Claude and DeepSeek reject the conservative suppression claim while three others affirm it, and DeepSeek alone refuses to call social media a net societal harm.

Drift rate

How often each model changed its own answer on this topic · avg 6.7%

#164 · 71 runs · 19 drifts

Do tech companies suppress conservative voices?

#351 · 44 runs · 32 drifts

Is TikTok's algorithm more effective at keeping users engaged than any other social media platform?

#352 · 44 runs · 29 drifts

Should children under 16 be banned from social media?

#255 · 65 runs · 37 drifts

Is social media more harmful than beneficial to society?

#349 · 37 runs · 7 drifts

Is Twitter/X a better platform under Elon Musk's ownership?

#350 · 38 runs · 12 drifts

Should social media companies be allowed to operate without government regulation?

#8 · 41 runs · 2 drifts

Do social media companies intentionally design addiction?

#54 · 33 runs · 3 drifts

Is Big Tech selling children's data?

#62 · 53 runs · 11 drifts

Is TikTok handing user data to the CCP?

#348 · 21 runs · 0 drifts

Is social media a net positive for mental health?

#391 · 21 runs · 0 drifts

Does Elon Musk act as a free speech absolutist?