wait until it crosses a few thresholds we’re fast approaching. ai that performs at intern level vs phd vs domain leading expert level. ai that has the full context of what youre doing immediately accessible. ai that can agenticly autonomously navigate the computer environment without stumbling blocks.

i think the difference between intern level ai and domain leading expert ai is a few algorithmic adjustments away using a type of reasoning reinforcement framework (like GRPO) which deal with competing signals in a better way. instead of averaging them, it reasons which contextually signal should take precedent. its the difference between lets say taking a vote among the common populace on how to build a nuclear power plant and finding an expert and figuring out where the experts decisions should take precedent and where other experts decisions should override.

square that away and the embarrassing feeling on the promise of ai should wash away.