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 · 479 runs · 153 drifts (6.6% drift rate)

AI Summary

Three of 11 questions reached full 5-0 consensus, including a damning confess that social media companies intentionally design addiction and that social media is a net positive for mental health (unanimous NO), plus a unified rejection of Elon Musk as a genuine free speech absolutist. Grok emerges as the most contrarian voice, defending X under Musk's ownership, opposing platform regulation, and backing TikTok's algorithmic supremacy, while Claude and DeepSeek consistently resist calls to restrict children's access and reject the claim that social media harms society overall.

Drift rate

How often each model changed its own answer on this topic · avg 6.6%

#62 · 54 runs · 11 drifts

Is TikTok handing user data to the CCP?

#164 · 72 runs · 19 drifts

Do tech companies suppress conservative voices?

#255 · 66 runs · 38 drifts

Is social media more harmful than beneficial to society?

#351 · 45 runs · 32 drifts

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

#352 · 45 runs · 29 drifts

Should children under 16 be banned from social media?

#54 · 34 runs · 3 drifts

Is Big Tech selling children's data?

#349 · 38 runs · 7 drifts

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

#350 · 39 runs · 12 drifts

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

#8 · 42 runs · 2 drifts

Do social media companies intentionally design addiction?

#348 · 22 runs · 0 drifts

Is social media a net positive for mental health?

#391 · 22 runs · 0 drifts

Does Elon Musk act as a free speech absolutist?