Cato warns AI pause would entrench dominant firms

A small 3D modeling shop that normally builds figures manually or via photogrammetry tried generating a 3D figure of a friend from a batch of photos using AI. No tool, model, or output quality details were shared.

Apple's architecture retains four reusable context categories — task specs, data schemas, tool configs, output constraints — while discarding session-specific reasoning traces. Across three enterprise deployments it hit 96% task completion, versus 79% without memory and 71% with full history.

In her State of the European Union 2026 speech, Ursula von der Leyen said models being developed will allow hacking at unprecedented scale and cited the Hugging Face incident as evidence of self-improving model risks. She pointed to the AI Act as the guardrail and named Canada and the UK as partners.

Soundcheck Live co-founder Ben Ikwuagwu writes that AI investment targets labels, publishers and streaming while live music still runs on WhatsApp chats, spreadsheets and handshake deals. He cites 15 years as a working vocalist doing roughly 60 weddings and corporate events a year.