<story><title>Inside an AI &apos;brain&apos; – What does machine learning look like?</title><url>https://www.graphcore.ai/blog/what-does-machine-learning-look-like</url></story><parent_chain></parent_chain><comment><author>Smerity</author><text>The consensus in the machine learning &amp;#x2F; deep learning research communities is that this is a colourful &amp;quot;nothing&amp;quot; visualization. Little to no information is conveyed, it doesn&amp;#x27;t represent the architectures in any sane way that researchers or the broader non-technical community can use &amp;#x2F; understand, and it primarily seems a vehicle to use the hype surrounding AI to advertise Graphcore.&lt;p&gt;I&amp;#x27;m not the only one[1] within the research community to think this.&lt;p&gt;If you find any insights from this, I&amp;#x27;d honestly first be surprised and then second be interested to know what insights you gleamed from it.&lt;p&gt;Background: researcher who publishes papers in deep learning.&lt;p&gt;[1]: &lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;twitter.com&amp;#x2F;jackclarkSF&amp;#x2F;status&amp;#x2F;834461913262157824&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;twitter.com&amp;#x2F;jackclarkSF&amp;#x2F;status&amp;#x2F;834461913262157824&lt;/a&gt; (thread containing a member of OpenAI who specializes in communicating complex machine learning topics to the media and a primary developer of PyTorch &amp;#x2F; member of Facebook&amp;#x27;s AI Research lab)</text></comment>
<story><title>Inside an AI &apos;brain&apos; – What does machine learning look like?</title><url>https://www.graphcore.ai/blog/what-does-machine-learning-look-like</url></story><parent_chain></parent_chain><comment><author>partycoder</author><text>I wonder what is the motivation behind rendering the network inside a circle, and how to interpret from these charts... like: which neural ensemble is connected to which, etc.</text></comment>