But net new generation that requires the use of tools to do so, there is still a gap. Don't get me wrong. I've watched how fast AI has closed the gaps every time one is identified. MCP and tool calling is still super early. That gap will close fast.

I've seen many articles about the use of AI to replace jobs or automate tasks. I think the most fundamental bit of that for me is that AI is good at jobs that are primarily interpretation of existing conditions. Analyze logs. Review contracts. Answer questions based on documentation. All good.

Add to that, the techniques they use are more complex (using complex formulas instead of simple features) which makes validation more complex as well.

Fortunately I didn’t need it and my tubing cutter took care of the job.

This is part of the extruded aluminum frame for a 3d printed project I’m working on.

I remember the first time I went to a hacker conference. It was one of the first times in my life I didn’t feel out of place. Awesome to see your kids get that experience!

Did you log an issue?