AI is doing real good and real harm, but the hype is hiding both

The AI hype machine is taking up all the oxygen we need to actually stop the harm happening today.

This month we heard from three guests who didn't compare notes. Didn't coordinate. And all three circled the same thing: the #AI hype machine isn't just wrong, it's actively making things worse.

Capital flows going to "everything machines" instead applications that actually accomplish tasks. Gas turbines burning methane next to communities already carrying four times the national cancer rate. AI chatbots mathematically, not metaphorically, mathematically, engineered to reinforce delusional thinking in vulnerable users. Deepfake abuse still expanding, still mostly targeting women and minors, still unsolved. This is the real harm inventory.

This month. Right now.

Meanwhile the discourse is about whether a model might hypothetically stage a coup in five years.

We're not doing doomer porn. We're saying watch the industry's hands, not the mouth. The boring risks are already here. The extraordinary stuff — the farmer in Morocco beating generalist models with expert-annotated field data, the researcher finding antibiotics with true wet lab work — that's also already here! It's just not getting same headlines and the funding.

System Check. This month's episodes, broken down against current events and whatever's rattling around our brainboxes.

Mentioned:

* Smaller models find the same bugs as Mythos [https://the-decoder.com/the-myth-of-claude-mythos-crumbles-as-small-open-models-hunt-the-same-cybersecurity-bugs-anthropic-showcased/] * Stanford HAI 2026 AI Index [https://hai.stanford.edu/assets/files/ai_index_report_2026.pdf] * Discovering a new class of antibiotics [https://news.mit.edu/2023/using-ai-mit-researchers-identify-antibiotic-candidates-1220] * Dmitri Alperovitch's testimony on compute [https://chinaselectcommittee.house.gov/committee-activity/hearings/china-s-campaign-to-steal-america-s-ai-edge] * Baidu robotaxi outage [https://www.wired.com/story/robotaxi-outage-in-china-leaves-passengers-stuck-in-cars-on-highways/] * MIT CSAIL study on AI psychosis [https://the-decoder.com/sycophantic-ai-chatbots-can-break-even-ideal-rational-thinkers-researchers-formally-prove/] * NAACP lawsuit against xAI [https://naacp.org/articles/naacp-sues-xai-illegal-pollution-data-center-power-plant] * XAI gas turbines polluting rural communities [https://www.nbcnews.com/news/us-news/musks-ai-power-plant-generates-sound-fury-mississippi-rcna258594] * Northern Virginia datacenter health impacts [https://www.nbcwashington.com/news/local/northern-virginia/amid-constant-data-center-noise-sterling-residents-also-worry-about-health-impact/4091393/] * Human Line Project [https://pulitzercenter.org/stories/ai-psychosis-mental-health-crisis-21st-century]