Join 📚 Kevin's Highlights

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

we get lost in our thoughts far more often than we get lost in the physical world, and since we rarely pay attention to the direction of our thoughts, we can get lost for long periods of time without realizing it.

The Three Rooms

Kevin Murphy

this is how you would use it with a Python script. We first define the match: ```yaml - trigger: ":pyscript" replace: "{{output}}" vars: - name: myvar type: echo params: echo: "my variable" - name: output type: script params: args: - python - /path/to/your/script.py ``` And then, inside the script: ```python /path/to/your/script.py import osmyvar = os.environ['ESPANSO_MYVAR']# Do whatever you want with the myvar variable ```

Espanso

espanso.org

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