When MiniMax H3 became available as an open-weight model, my first question was probably the same as yours: Can I actually run this locally on my GPU? I expected to find a simple minimum VRAM number. Instead, I found reports that seemed to contradict each other.
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There's a conversation happening right now about what happens when we hand AI agents more tools and the boundaries fail. It's a good conversation, but it skips a step most of us hit first: before you worry about an agent escaping its sandbox, you have to pick a model, wire it into a workflow, an...
Last month I almost subscribed to an AI coding tool based on a comparison chart someone posted. Then I caught myself: that chart was built on competitive-programming puzzles and greenfield demos. My day job is gluing endpoints onto a five-year-old codebase with custom lint rules and a module no...
2 points, 1 comments on Hacker News
An AI agent can have valid credentials, a healthy model route, and permission to invoke a tool. It can still need a human to say: not this action, not now. That distinction matters.