I've been using fine tooth carbide blades on aluminum since the early 80's. First on a Craftsman 10" radial arm saw, and currently on a Dewalt 10" compound miter saw. Just clamp down the material, or hold it very firmly. And go slow!
But don't try this on steel! Thin aluminum only, up to about...