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#generalization

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PLOS Biology<p>Humans can apply solutions of past problems to new problems. <span class="h-card" translate="no"><a href="https://fediscience.org/@gershbrain" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>gershbrain</span></a></span> <span class="h-card" translate="no"><a href="https://mastodon.online/@nicoschuck" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>nicoschuck</span></a></span> &amp;co reveal the neural correlates of <a href="https://fediscience.org/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> and show that humans apply past policies in a reward-sensitive manner that leads to high performance <span class="h-card" translate="no"><a href="https://fediscience.org/@PLOSBiology" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>PLOSBiology</span></a></span> <a href="https://plos.io/3SJPMof" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">plos.io/3SJPMof</span><span class="invisible"></span></a></p>
Michael Martine<p>e509 — Maverick and&nbsp;Marbles</p><p>e509 with Michael and Michael - stories and discussion all around <a href="https://mstdn.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a>, <a href="https://mstdn.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a>, <a href="https://mstdn.social/tags/llamas" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>llamas</span></a>, generated <a href="https://mstdn.social/tags/Quake" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Quake</span></a>, <a href="https://mstdn.social/tags/grokking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>grokking</span></a>, <a href="https://mstdn.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> and much more.</p><p><a href="https://gamesatwork.biz/2025/04/14/e509-maverick-and-marbles/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">gamesatwork.biz/2025/04/14/e50</span><span class="invisible">9-maverick-and-marbles/</span></a></p>
Sean Murthy<p>People value us for the value (they believe) we (might) add to them. </p><p>Generalizing of course, but it's all transactional. There's no (longer) valuing people for just who they are.</p><p><a href="https://hachyderm.io/tags/society" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>society</span></a> <a href="https://hachyderm.io/tags/people" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>people</span></a> <a href="https://hachyderm.io/tags/life" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>life</span></a> <a href="https://hachyderm.io/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a></p>
Different Than<p>A post from August 2024 by <span class="h-card" translate="no"><a href="https://mastodon.social/@grimalkina" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>grimalkina</span></a></span>, boosted by someone on another instance, about why to report demographics in research even when you're not studying those groups. This seems like a great primer for people who have little background in basic <a href="https://infosec.exchange/tags/sampling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sampling</span></a> and <a href="https://infosec.exchange/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> (for some reason I can't link/boost from here, so):</p><p><a href="https://mastodon.social/@grimalkina/112966685297897685" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">mastodon.social/@grimalkina/11</span><span class="invisible">2966685297897685</span></a></p><p>My 2 cents (already at least partially covered by Dr. Hicks): </p><p>1. Your study is never just about your study. Good science is <a href="https://infosec.exchange/tags/open" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>open</span></a> and reusable. e.g., maybe your study on tech-enabled healthcare access isn't specifically about LGBTQ+ or Hispanic people, but what are you doing to help a researcher who comes along in 10 years? That information will change what they find and report.</p><p>2. Marginalized groups are often minorities, meaning representative probability samples (or --uncomfortable gesture-- convenience samples) for bread-and-butter research frequently have subpopulations too small for reasonable power in correlations, group differences, etc. That's just reality. It's also a big problem for our understanding of <a href="https://infosec.exchange/tags/marginalized" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>marginalized</span></a> + <a href="https://infosec.exchange/tags/minority" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>minority</span></a> groups. Oversampling or targeted studies of those groups are important. It's also important to have a large number of less-targeted studies with relevant information that can be synthesized later (see #1): one study with 1.3% trans participants doesn't tell us much about the trans population, but 20 studies, each of which has 1.3% trans participants, could tell us meaningful things.</p><p>3. Representation is important. My belief is that <a href="https://infosec.exchange/tags/marginalized" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>marginalized</span></a>+minoritized people need their identities and existence public and constant. In <a href="https://infosec.exchange/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a>, both they and other people consuming the research will benefit from being reminded that they are there, almost always, in our <a href="https://infosec.exchange/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a>.</p>
Jan Vlug<p><span class="h-card" translate="no"><a href="https://mastodon.social/@schizanon" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>schizanon</span></a></span> <span class="h-card" translate="no"><a href="https://en.osm.town/@strebski" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>strebski</span></a></span> <span class="h-card" translate="no"><a href="https://chaos.social/@fossdd" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>fossdd</span></a></span> I think <a href="https://mastodon.social/tags/nationalism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nationalism</span></a> and <a href="https://mastodon.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> are important factors for war and killing. I try to treat living beings as <a href="https://mastodon.social/tags/individuals" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>individuals</span></a>.</p>
Jim Donegan 🎵 ✅<p><a href="https://mastodon.scot/tags/STARTREK" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>STARTREK</span></a> <a href="https://mastodon.scot/tags/LogicalThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LogicalThinking</span></a> #70 - Proof By Example (Inappropriate <a href="https://mastodon.scot/tags/Generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Generalization</span></a>)</p><p><a href="https://www.youtube.com/watch?v=NjntoaujuF0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/watch?v=NjntoaujuF</span><span class="invisible">0</span></a></p><p><a href="https://mastodon.scot/tags/Trek" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Trek</span></a> <a href="https://mastodon.scot/tags/LogicalThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LogicalThinking</span></a> <a href="https://mastodon.scot/tags/Philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Philosophy</span></a> <a href="https://mastodon.scot/tags/Spock" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Spock</span></a> <a href="https://mastodon.scot/tags/Enterprise" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Enterprise</span></a> <a href="https://mastodon.scot/tags/TAS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TAS</span></a> <a href="https://mastodon.scot/tags/StarTrekTAS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StarTrekTAS</span></a> <a href="https://mastodon.scot/tags/TheAnimatedSeries" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TheAnimatedSeries</span></a></p>
Matthias Nau<p>#8<br>The benefits of <a href="https://neuromatch.social/tags/Multitask" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Multitask</span></a> studies are huge!</p><p>Most importantly, they allow testing the prevalent assumption of <a href="https://neuromatch.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a>, yielding results with high chance of generalizing beyond the lab. What's more, they even enable the discovery of *new concepts*!</p>
Robert J Weisberg<p>Museum Human’s newest interview checks in with longtime cultural-sector tech guru Matt Morgan on what’s changed—and hasn’t—about museum tech careers and concerns in 30 years. Is time on our side? Subscribing is free: <a href="https://www.museumhuman.com/the-cultural-and-nonprofit-sector-technology-journey-an-interview-with-matt-morgan/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">museumhuman.com/the-cultural-a</span><span class="invisible">nd-nonprofit-sector-technology-journey-an-interview-with-matt-morgan/</span></a> <a href="https://universeodon.com/tags/museum" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>museum</span></a> <a href="https://universeodon.com/tags/museums" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>museums</span></a> <a href="https://universeodon.com/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>technology</span></a> <a href="https://universeodon.com/tags/careers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>careers</span></a> <a href="https://universeodon.com/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a></p>
Jess Thompson<p>Pleased to share my latest research "Zero-shot counting with a dual-stream neural network model" about a glimpsing neural network model that learns visual structure (here, number) in a way that generalises to new visual contents. The model replicates several neural and behavioural hallmarks of numerical cognition. </p><p><a href="https://neuromatch.social/tags/neuralnetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuralnetworks</span></a> <a href="https://neuromatch.social/tags/cognition" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognition</span></a> <a href="https://neuromatch.social/tags/neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuroscience</span></a> <a href="https://neuromatch.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> <a href="https://neuromatch.social/tags/vision" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>vision</span></a> <a href="https://neuromatch.social/tags/enactivism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>enactivism</span></a> <a href="https://neuromatch.social/tags/enactiveCognition" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>enactiveCognition</span></a> <a href="https://neuromatch.social/tags/cognitivescience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognitivescience</span></a> <a href="https://neuromatch.social/tags/CognitiveNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CognitiveNeuroscience</span></a> <a href="https://neuromatch.social/tags/computationalneuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computationalneuroscience</span></a> </p><p><a href="https://arxiv.org/abs/2405.09953" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2405.09953</span><span class="invisible"></span></a></p>
Erik Jonker<p>Sometimes I read an article twice, this was such an article, explains why also in 2024 we don't fully understand LLMs , they are not "just statistics" as some argue, simply because some aspects with regard to generalisation and over fitting seem to work differently. Working on those models is still "more alchemy then chemistry".<br><a href="https://www.technologyreview.com/2024/03/04/1089403/large-language-models-amazing-but-nobody-knows-why/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">technologyreview.com/2024/03/0</span><span class="invisible">4/1089403/large-language-models-amazing-but-nobody-knows-why/</span></a><br><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://mastodon.social/tags/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generativeAI</span></a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a></p>
JMLR<p>'Revisiting minimum description length complexity in overparameterized models', by Raaz Dwivedi, Chandan Singh, Bin Yu, Martin Wainwright.</p><p><a href="http://jmlr.org/papers/v24/21-1133.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">jmlr.org/papers/v24/21-1133.ht</span><span class="invisible">ml</span></a> <br> <br><a href="https://sigmoid.social/tags/overparameterized" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>overparameterized</span></a> <a href="https://sigmoid.social/tags/complexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>complexity</span></a> <a href="https://sigmoid.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a></p>
justicesandwich<p><span class="h-card" translate="no"><a href="https://mastodon.social/@Ulzana" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>Ulzana</span></a></span> <span class="h-card" translate="no"><a href="https://mastodon.social/@DrALJONES" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>DrALJONES</span></a></span> </p><p>As a <a href="https://mastodon.social/tags/Canadian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Canadian</span></a> who knows history. The fact that I was born <a href="https://mastodon.social/tags/Jewish" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Jewish</span></a> is enough to be a target of <a href="https://mastodon.social/tags/antisemitism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>antisemitism</span></a> </p><p>You are an outlier, who does not seem to care that the <a href="https://mastodon.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> of "ANYONE" allows <a href="https://mastodon.social/tags/fascists" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fascists</span></a> like <a href="https://mastodon.social/tags/hamas" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hamas</span></a> to exploit your meaning to include my son who knows nothing about the <a href="https://mastodon.social/tags/religion" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>religion</span></a> or <a href="https://mastodon.social/tags/politics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>politics</span></a></p><p>You can be a decent human being and try not making <a href="https://mastodon.social/tags/prejudiced" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>prejudiced</span></a> statements that allow <a href="https://mastodon.social/tags/terrorists" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>terrorists</span></a> to recruit members. </p><p>Thanks ☮️</p>
Christopher Stewart<p>generalizations silence the nuances that whistleblow usurpations of truth.</p><p><a href="https://mastodon.online/tags/truth" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>truth</span></a> <a href="https://mastodon.online/tags/nuances" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nuances</span></a> <a href="https://mastodon.online/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> <a href="https://mastodon.online/tags/whistleblower" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>whistleblower</span></a></p>
Lars E. F. Johannessen<p>Marjan Nadim held a brilliant lecture about generalization in qual research at OsloMet today. My photo librabry is now fully stocked with methodological one-liners.</p><p><a href="https://sciences.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> <a href="https://sciences.social/tags/QualitativeMethods" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>QualitativeMethods</span></a> <a href="https://sciences.social/tags/QualitativeResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>QualitativeResearch</span></a></p>
IT News<p>RoboAgent Gets Its MT-ACT Together - Researchers at Carnegie Mellon University have shared a pre-print paper on general... - <a href="https://hackaday.com/2023/08/20/roboagent-gets-its-mt-act-together/" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">hackaday.com/2023/08/20/roboag</span><span class="invisible">ent-gets-its-mt-act-together/</span></a> <a href="https://schleuss.online/tags/carnegiemellonuniversity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>carnegiemellonuniversity</span></a> <a href="https://schleuss.online/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificialintelligence</span></a> <a href="https://schleuss.online/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://schleuss.online/tags/researchproject" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>researchproject</span></a> <a href="https://schleuss.online/tags/computervision" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computervision</span></a> <a href="https://schleuss.online/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> <a href="https://schleuss.online/tags/kitchenhacks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kitchenhacks</span></a> <a href="https://schleuss.online/tags/trainingdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trainingdata</span></a> <a href="https://schleuss.online/tags/robotshacks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>robotshacks</span></a> <a href="https://schleuss.online/tags/trajectory" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trajectory</span></a> <a href="https://schleuss.online/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> <a href="https://schleuss.online/tags/robotarm" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>robotarm</span></a> <a href="https://schleuss.online/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://schleuss.online/tags/kitchen" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kitchen</span></a> <a href="https://schleuss.online/tags/robot" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>robot</span></a> <a href="https://schleuss.online/tags/news" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>news</span></a> <a href="https://schleuss.online/tags/meta" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>meta</span></a></p>
Mircea<p><a href="https://masto.ai/tags/Introdiction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Introdiction</span></a> : I'm a mathematician moving towards data science topics, based in Chile. Some interests:<br><a href="https://masto.ai/tags/geometry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>geometry</span></a> <a href="https://masto.ai/tags/datageometry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datageometry</span></a> <a href="https://masto.ai/tags/discretegeometry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>discretegeometry</span></a> <a href="https://masto.ai/tags/materialscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>materialscience</span></a> <br><a href="https://masto.ai/tags/hyperbolicneuralnetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hyperbolicneuralnetwork</span></a><br><a href="https://masto.ai/tags/GraphNeuralNetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GraphNeuralNetwork</span></a> <a href="https://masto.ai/tags/GNNs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GNNs</span></a><br><a href="https://masto.ai/tags/topology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>topology</span></a> <a href="https://masto.ai/tags/TDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TDA</span></a> <a href="https://masto.ai/tags/metricspaces" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metricspaces</span></a><br><a href="https://masto.ai/tags/equivariantneuralnetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivariantneuralnetwork</span></a> <a href="https://masto.ai/tags/enns" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>enns</span></a> <a href="https://masto.ai/tags/convolutionalneuralnetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>convolutionalneuralnetwork</span></a> <a href="https://masto.ai/tags/networkscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>networkscience</span></a> <br><a href="https://masto.ai/tags/computationalchemistry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computationalchemistry</span></a> <a href="https://masto.ai/tags/dft" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dft</span></a> <a href="https://masto.ai/tags/pinns" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pinns</span></a><br><a href="https://masto.ai/tags/optimaltransport" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>optimaltransport</span></a> <br><a href="https://masto.ai/tags/learningTheory" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>learningTheory</span></a> <a href="https://masto.ai/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> <br><a href="https://masto.ai/tags/expressivity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>expressivity</span></a> <br><a href="https://masto.ai/tags/marinescience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>marinescience</span></a> <a href="https://masto.ai/tags/biodiversity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biodiversity</span></a> <a href="https://masto.ai/tags/oceanscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>oceanscience</span></a> <br><a href="https://masto.ai/tags/phylogenetics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phylogenetics</span></a></p>
Dominic Boutet<p><a href="https://neuromatch.social/tags/arxivfeed" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>arxivfeed</span></a> :</p><p>"Generalization in Deep Learning"<br><a href="https://arxiv.org/abs/1710.05468" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/1710.05468</span><span class="invisible"></span></a></p><p><a href="https://neuromatch.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://neuromatch.social/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepLearning</span></a> <a href="https://neuromatch.social/tags/Generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Generalization</span></a></p>
Matt Slocombe<p>Lots of great talks at the <a href="http://www.analogicalminds.com" rel="nofollow noopener" target="_blank"><span class="invisible">http://www.</span><span class="">analogicalminds.com</span><span class="invisible"></span></a> seminar this term - you can find all the recordings in the thread below. Back in January with a new series of talks exploring the analogical core of cognition!</p><p><a href="https://mastodon.world/tags/cognition" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognition</span></a> <a href="https://mastodon.world/tags/development" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>development</span></a> <a href="https://mastodon.world/tags/education" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>education</span></a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.world/tags/analogy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>analogy</span></a> <a href="https://mastodon.world/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>reasoning</span></a> <a href="https://mastodon.world/tags/similarity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>similarity</span></a> <a href="https://mastodon.world/tags/metaphor" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metaphor</span></a> <a href="https://mastodon.world/tags/categories" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>categories</span></a> <a href="https://mastodon.world/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> <a href="https://mastodon.world/tags/mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mathematics</span></a> <a href="https://mastodon.world/tags/TheoryofMind" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TheoryofMind</span></a> <a href="https://mastodon.world/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://mastodon.world/tags/RL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RL</span></a> <a href="https://mastodon.world/tags/STEM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>STEM</span></a> <span class="h-card"><a href="https://a.gup.pe/u/cogsci" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>cogsci</span></a></span> <span class="h-card"><a href="https://a.gup.pe/u/cognition" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>cognition</span></a></span></p>
Sliptease<p>@nickthewright </p><p>I believe in democracy, as do those who <a href="https://mastodon.sdf.org/tags/vote" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>vote</span></a>.</p><p>That's ALL people who voted, else they'd sit it out (as I'm sure those who did sit out, didn't believe in democracy).</p><p>Even this <a href="https://mastodon.sdf.org/tags/outrageous" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>outrageous</span></a> <a href="https://mastodon.sdf.org/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a> couldn't contain one outrageous <a href="https://mastodon.sdf.org/tags/opinion" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opinion</span></a>; "Tear up all the <a href="https://mastodon.sdf.org/tags/rules" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rules</span></a> and the <a href="https://mastodon.sdf.org/tags/Constituction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Constituction</span></a> and make me the [<a href="https://mastodon.sdf.org/tags/Czar" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Czar</span></a>]."<br>(Presidency IS a <a href="https://mastodon.sdf.org/tags/concept" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>concept</span></a> that also gets torn up, you see?)</p><p>We say <a href="https://mastodon.sdf.org/tags/democracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>democracy</span></a>, the dude believes: "the <a href="https://mastodon.sdf.org/tags/mockery" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mockery</span></a> see?"</p><p>and yet gop <a href="https://mastodon.sdf.org/tags/advocates" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>advocates</span></a> him.</p>
Kaz Ohashi<p><a href="https://ecoevo.social/tags/pollinators" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pollinators</span></a>
<a href="https://ecoevo.social/tags/pollination" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pollination</span></a>
<a href="https://ecoevo.social/tags/ecology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ecology</span></a>
<a href="https://ecoevo.social/tags/evolution" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>evolution</span></a>
<a href="https://ecoevo.social/tags/biodiversity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biodiversity</span></a>
<a href="https://ecoevo.social/tags/insects" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>insects</span></a>
<a href="https://ecoevo.social/tags/flowers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>flowers</span></a>
<a href="https://ecoevo.social/tags/PollinationEcology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PollinationEcology</span></a>
<a href="https://ecoevo.social/tags/foraging" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>foraging</span></a>
<a href="https://ecoevo.social/tags/generalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalization</span></a>
<a href="https://ecoevo.social/tags/specialization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>specialization</span></a>
<a href="https://ecoevo.social/tags/PlantAnimalInteraction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PlantAnimalInteraction</span></a><br><a href="https://ecoevo.social/tags/PhenotypicConvergence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PhenotypicConvergence</span></a></p>