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Tom StaffordThe Artificial Intelligence PapersOriginal Research Papers With Tutorial Commentaries<a href="https://jamesstone.sites.sheffield.ac.uk/books/theaipapers" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jamesstone.sites.sheffield.ac.uk/books/theaipapers</a>Friend and colleague Jim Stone has a new book, with a "no mercy" cover and bomber content for understanding the technical foundations of the current AI moment<a href="https://mastodon.online/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.online/tags/generativeAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#generativeAI</a> <a href="https://mastodon.online/tags/NeuralNets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NeuralNets</a>

Paul KingData science & Groovy using <a href="https://foojay.social/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> <a href="https://foojay.social/tags/ApacheCamel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheCamel</a> <a href="https://foojay.social/tags/ApacheCommons" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheCommons</a> <a href="https://fosstodon.org/@ApacheGroovy" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@ApacheGroovy</a> <a href="https://foojay.social/tags/ApacheIgnite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheIgnite</a> <a href="https://foojay.social/tags/ApacheMXNet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheMXNet</a> <a href="https://foojay.social/tags/ApacheOpennlp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheOpennlp</a> <a href="https://foojay.social/tags/ApacheSpark" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheSpark</a> <a href="https://foojay.social/tags/ApacheWayang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheWayang</a> <a href="https://foojay.social/tags/Datumbox" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Datumbox</a> <a href="https://foojay.social/tags/deepjavalibrary" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#deepjavalibrary</a> <a href="https://foojay.social/tags/DeepNetts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DeepNetts</a> <a href="https://foojay.social/tags/EclipseDL4J" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EclipseDL4J</a> <a href="https://foojay.social/tags/graalvm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#graalvm</a> <a href="https://foojay.social/tags/gradle" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gradle</a> <a href="https://foojay.social/tags/stanfordnlp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stanfordnlp</a> <a href="https://foojay.social/tags/TensorFlow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TensorFlow</a> <a href="https://foojay.social/tags/Tribuo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tribuo</a> <a href="https://foojay.social/tags/smile" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#smile</a> <a href="https://foojay.social/tags/tablesaw" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tablesaw</a> <a href="https://foojay.social/tags/opencsv" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opencsv</a><a href="https://www.javaadvent.com/2022/12/groovy-and-data-science.html" rel="nofollow noopener noreferrer" target="_blank">https://www.javaadvent.com/2022/12/groovy-and-data-science.html</a>Covers data manipulation, regression, clustering, classification, natural language processing & object detection <a href="https://foojay.social/tags/jsr381" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#jsr381</a> <a href="https://foojay.social/tags/visrec" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#visrec</a> <a href="https://foojay.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a> <a href="https://foojay.social/tags/ml" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ml</a> <a href="https://foojay.social/tags/groovylang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#groovylang</a> <a href="https://foojay.social/tags/neuralnets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#neuralnets</a> <a href="https://foojay.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#deeplearning</a> <a href="https://foojay.social/tags/javaadvent22" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#javaadvent22</a>

🏳️‍🌈 Lian Li 李莲 ✊🏿After the initial excitement has set by now, more and more people have raised the issue that the GPT-3 based chatbots are able to make statements that sound convincing, but may have no bases in reality.This makes a lot of sense to me, as AI, in its core, is based on one thing: pattern recognition. So really, all it does is cargo cult, not learn or necessarily understand.<a href="https://hachyderm.io/tags/gpt3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gpt3</a> <a href="https://hachyderm.io/tags/chatbot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#chatbot</a> <a href="https://hachyderm.io/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a> <a href="https://hachyderm.io/tags/ml" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ml</a> <a href="https://hachyderm.io/tags/neuralnets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#neuralnets</a>

Dan GrahnAfter some incredibly annoying stalled research, I am close to empirically demonstrating that the <a href="https://mastodon.social/tags/neuralnets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#neuralnets</a> used for machine learning-assisted software vulnerability detection <a href="https://mastodon.social/tags/mlavd" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mlavd</a> are *only* recognizing code patterns and not able to perform the calculations and code-flow required to test for vulnerability.<a href="https://mastodon.social/tags/warning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#warning</a> These are early, tentative results. Still working on testing the graph and transformer-based models. I do expect graph models to perform somewhat better, but we'll see.

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