Sakana's Fugu Ultra bets on orchestration over raw scale, topping GPT 5.5 and Opus 4.8 on complex benchmarks. OpenAI's Jalapeño chip targets inference at gigawatt scale. The Atlantic exposes how AI training data gets quietly harvested.

Source episodes:

- 10 Ways to 10x Your Claude Usage (The AI Advantage) https://www.youtube.com/watch?v=bruDxPBMN7I

- 9 Free AI Skills That Feel Like Cheat Codes (Matt Wolfe) https://www.youtube.com/watch?v=STH929HARLo

- How to train your data (The Vergecast) https://www.podtrac.com/pts/redirect.mp3/pdst.fm/e/pscrb.fm/rss/p/mgln.ai/e/257/traffic.megaphone.fm/VMP6292613661.mp3

- OpenAI JUST announced "JALAPENO" (Wes Roth) https://www.youtube.com/watch?v=HAsEYh6jTks