@NikiBelokopytov@scaling01 Opus and GPT 5.5 already make plenty of mistakes that require adversarial reviews so hard to see how the open models are good enough.
Critical thinking is going to be the world‘s rarest resource in the years ahead. Most people never learned to do it in the first place and half of the ones that know how don’t do it now. Most of the rest are rapidly offboarding this function to AI as we speak.