As tools get lighter — GET-only exfiltration, transparent image layers, and peer-to-peer model archives — the harder questions move to defaults for privacy, memory, and health, with hardware and math keeping score in the background.

From an overcrowded front page to hidden differences between model providers, and from a defense of math to battles over energy, shipping and trust, today weighs speed against staying legible and accountable.