&gt; book... roadmap... ideas<p>Notice a pattern?<p>Meanwhile, in deep learning (and FWIW I don&#x27;t think any deep learning researchers are under the illusion deep learning provides a path to AGI), there are:<p>working systems that outperform humans at narrow visual tasks (image classification, segmentation, etc.), a working Go bot, early prototype systems that caption images, the list goes on and on.