xiaomi just open-sourced mimo-v2.6, and most of my timeline barely noticed. the interesting part isn't another benchmark. it's the weights,RL code and 7k+ agent environments they released with it. the important releases don't arrive with a keynote.
https://t.co/J87VNpl3Rl
@theo the meter quietly made everyone better at context scoping. 2024: paste the whole repo and pray. 2026: you know exactly which 3 files matter. the constraint taught discipline
@AbhishekEswaran Classic. AI has gotten amazingly well at almost all the things but what happens when the margin of error is low.
Human in the loop exists for the same reason.
@axhiii88547 Kodak spend decades watching out for its competition. They invented the digital camera and withheld that for benefits.
They were swept up by SMARTPHONES a camera in every phone that changed market. Smartphone wasn’t even their industry.
For Stack Overflow it was ChatGPT
@arpit_bhayani Great take!!
Authentication and Authorisation touches every single user you have. Take some time, research deepdive and then build.
Time spent on research would be better suited compared to restructuring the entire auth system which is deployed in production.