consumer hardware is moving towards local ai and the models you can run now locally are already at opus 4.6 level. within 3 years most pc's sold will be ai computers.

This is true for the next 6 months if that.

The future is models baked into directly into hardware, onto bare metal, serving 10k+ tokens/sec.

We can have our little models, they'll be serving a different customer.

The cost and knowledge required to do that is not viable for the average consumer. Same reason the whole OpenClaw thing imploded.

  > the whole OpenClaw thing imploded

has it really imploded... ?

seems like just a month or so ago it was the new hotness [0]

[0] https://www.cnet.com/tech/services-and-software/from-clawdbo...

gitlab has my vote

every repo shows Cannot retrieve latest commit at this time.

that article may sound a bit scary, but in reality this is all a good thing if managed properly, unlike Micro$lop does.

i have built and contributed to open-source projects at a light-speed rate, all thanks to bleeding edge ai dev workflows.

projects who care about quality and security are already seeing a huge acceleration thanks to ai, while those who ignore the UNIX principle are getting bloated and hacked.