We are exploring the extreme scaling and shrinking of artificial intelligence hardware and software. This episode breaks down Subquadratic’s staggering new model featuring a 12-million-token context window that promises to drastically reduce compute costs and keep agents running for weeks. We also look at the race to put AI directly into your hands and homes, from OpenAI’s fast-tracked "agent phone" to Span and Nvidia's plan to mount liquid-cooled mini data centers on residential exterior walls. Finally, we cover Anthropic's massive $200 billion cloud commitment with Google, their new suite of specialized financial agents, and how Coinbase's recent layoffs signal a drastic corporate shift toward leaner, AI-native workforces.