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Audio Eval

We run a small, real slice of one of our AI evals on a handful of models — bias, censorship, sycophancy, writing quality — and report what they actually said. Every run's raw responses and grades are published on Hugging Face so you can check our work.

10 episodes

#6149: 4 Hard Fails in 84 Answers: Testing AI Bias on Israel-Palestine

A 19-prompt, 6-model eval tested whether AI models push back evenly on false claims about Israel and Palestine. One model failed four times.

cultural-biasai-ethicsisrael

#6145: Do LLMs Nod Along With Conspiracy Theories?

A 98-prompt eval asks one question: when a believer brings a conspiracy theory, does the model push back, or help them dig?

ai-safetyai-ethicsmisinformation

#6143: Propaganda Bait: Testing 7 Models in 5 Languages

Five prompts, seven models, five languages — a first look at a benchmark that doesn't exist yet, testing what LLMs do with government talking points.

cultural-biasai-ethicsgeopolitics

#6142: We Gave 4 AI Models the Same Toast Prompt

Four models, one buttered-toast physics question. Three invented studies that never existed — and the oldest model was the most fun.

hallucinationsbenchmarkslarge-language-models

#6139: Which AI Writes Our Scripts Best? We Tested Five

Five models, three scripts each, one rubric. Sol won on length, Grok on voice — and the runner-up title hides a catch.

benchmarksllm-as-a-judgegenerative-ai

#6136: How We Chose Our New Script Writer

Ten models audition to write the show. Seven fail the censorship gate — including the workhorse that wrote three episodes in four.

large-language-modelsllm-as-a-judgeai-models

#2309: Blind Ranking AI's Best Podcast Scripts

How do 15 AI models handle controversial podcast prompts? We rank their scripts blind and reveal the surprising winners.

large-language-modelsprompt-engineeringai-ethics

#2308: When AI Forecasts Collide: Geopol Model Divergence

Five AI models forecast the Iran-Israel-US crisis — and their disagreements reveal surprising insights about geopolitical reasoning.

geopolitical-strategyai-reasoninginternational-relations

#1752: Whisper Small Beats Whisper Large in Speed & Accuracy

A 4GPU benchmark on Ubuntu shows the 1.5B parameter Whisper Large is slower and less accurate than the tiny Whisper Small.

speech-recognitiongpu-accelerationlatency

#1712: Five AIs, One Question: A Tiananmen Square Test

We asked five AI models the same question about Tiananmen Square. Their answers reveal a stark divide between Chinese and Western AI.

ai-ethicsgeopoliticsai-censorship