history and in-depth of AI

https://www.stateof.ai/

The Secret Auction That Set the Race for AI Supremacy

where AI is headed next
Our study of 25 years of artificial-intelligence research suggests the era of deep learning may end

• Two rivalAI approaches combine to let machines learn about the world like a child Together, deep learning and symbolic reasoning create a programthat learns in a remarkably humanlike way.

AI'S FACTIONS GET FEISTY.BUT REALLY,THEY’RE ALL ON THE SAME TEAM

Probabilistic programming lets researchers build machine learning algorithms more like coders build computer programs. But the real power of the technique lies in its ability to deal with uncertainty. This can allow AI to learn from less data, but it can also help researchers understand why an AI reaches particular decisions

The AI community is realizing how important causal reasoning could be for machine learning and are scrambling to find ways to bolt it on.