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Debug the Hype
Cut through the noise. Debug the signal.
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Weekly deep-dives that separate real breakthroughs from marketing buzz.
Deep Research
We read the papers, test the tools, and talk to the builders — so you get context, not just headlines.
Builder Perspective
Analysis from people who ship production systems, not pundits chasing engagement.
Actionable Takeaways
Every episode ends with what you can actually do — tools to try, patterns to adopt, traps to avoid.
About
By Seeking Gradient
We're engineers and researchers who got tired of hot takes masquerading as analysis. Debug the Hype is our antidote to the AI echo chamber — a show built on first-principles thinking, real benchmarks, and production experience.
Every week, we pick apart the biggest claims in AI and engineering, separating signal from noise so you can make better decisions about what to learn, build, and bet on.