AI assistants are judged on how nicely they perceive and respond to human enter. 1. For every input prompt, the model generates completely different responses. " moment, where the mannequin started generating reasoning traces as a part of its responses regardless of not being explicitly trained to take action, as proven in the determine beneath. Nothing cheers up a tech columnist greater than the sight of $600bn being wiped off the market cap of an overvalued tech large in a single day. It was the biggest one-day droop for any firm in history, and it was not alone - shares of corporations in semiconductor, power and infrastructure industries uncovered to AI collectively shed more than $1tn in worth on the same day. Everyone assumed that training leading edge fashions required extra interchip reminiscence bandwidth, but that is precisely what DeepSeek optimized both their mannequin structure and infrastructure around. The Reuters Institute has greater than