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A batch of the best highlights from what Kevin's read, .

As shocking as that might initially seem, we should not to be totally surprised. Seven years of AI has taught us that deep learning is unpredictable, and not always human like. “Adversarial attacks” like these have shown remarkable weakness, time and again, repeatedly establishing that what deep learning systems do just isn’t the same as what people do: [![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f1f1fed-7908-4cc0-a29b-d88005ebaa10_2000x794.png)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f1f1fed-7908-4cc0-a29b-d88005ebaa10_2000x794.png)

David Beats Go-Liath

Gary Marcus

![](https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e4333c36-e9d1-4de3-b613-a27856359b5e/IMG_3532.PNG)

In-Search-of-Security

Swirling Visions

![](https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e6d85ac-2ed0-4259-8773-8f95baa0b122/IMG_4369.PNG)

It's Okay to Outgrow

Swirling Visions

...catch up on these, and many more highlights