
Mystery AI Hype Theater 3000 This is What Algo-cracy Looks Like, 2025.12.01
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Dec 16, 2025 Explore the intriguing intersection of AI and democracy as the hosts dissect tech leaders' claims about algorithmic governance. They challenge the myth of unbiased algorithms and illustrate why democratic judgment cannot be replaced by automation. Analyzing global examples, they critique the opaque nature of AI decision-making and its effects on accountability. Delight in bizarre products like AI translation tools and odd dating cafes, while pondering the real solutions for democratic deficits.
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Define 'AI' Before Claiming Benefits
- 'AI' is often a vague catch-all that should be replaced with concrete descriptions like 'mathy maths' or 'synthetic text extruding machines'.
- Emily M. Bender stresses that undefined terms hide assumptions and mislead policy discussions.
Democracy Isn't Just Preference Aggregation
- Treating democracy as mere aggregation of preferences misses power dynamics and accountability.
- Alex Hanna warns that 'preferences' framing omits who holds power and how decisions are enforced.
Algorithms Aren't Neutral Fixes For Corruption
- Presenting algorithmic systems as 'unbiased' and 'competent' is misleading because algorithms inherit bias from data and design.
- Alex Hanna and Emily call out the false certainty in claiming algocracy cures corruption.





