Local models stopped being toys

Qwen 3.6 27B is running at 30 tokens per second on consumer hardware and doing real development work. That shifts the question from whether local AI is viable to when it is the right call.

Frontier AI, by permit only

The US government has moved from checking who uses frontier AI to deciding which institutions get to use it at all. Annex A is the permanent structure, and it changes the competitive picture for anyone not on the list.

OpenAI's Chip Is Also a Test of Its Own AI

OpenAI announced Jalapeño, a Broadcom-built inference chip, and claimed their own AI helped design it. Whether that is real or IPO marketing is the interesting question, and OpenAI is the one company that should know the answer.

The code you can't explain

AI agent loops have made code fast and cheap to generate. The hard part, knowing what to build and staying in ownership of it, is still entirely yours.

Paying for the tools that power everything

Mitchell Hashimoto pledged $700k of his own money to a programming language he partly disagrees with. It's a rare honest answer to who actually pays for the tools the software industry depends on.

When your AI asks for a government ID

Anthropic now requires a government ID before accessing its most capable models. What looks like a safety measure is export control, and it is nudging developers toward the Chinese AI alternatives the US is trying to contain.