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ma𝕏pool<p>ARC-3, a sneak peek at the next-gen, interactive reasoning benchmark designed to illuminate the capability gap between today's AI and tomorrow's AGI. </p><p>Play First 3 Games<br><a href="https://three.arcprize.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">three.arcprize.org/</span><span class="invisible"></span></a></p><p>As with previous ARC tests, the actual games used for testing AI are kept secret. AI algorithms must learn the games on the spot.</p><p>There are no instructions. You must play the game to discover controls, rules, and goal.</p><p>Interactive Reasoning Benchmarks (IRBs) test for a broad scope of capabilities:</p><p>• Exploration<br>• Percept -&gt; Plan → Action<br>• Memory<br>• Goal Acquisition<br>• Alignment</p><p>Game Design Constraints</p><p>• Easy for humans (can pick it up in &lt;1 min of game play)<br>• Core Knowledge Priors (no language, trivia, cultural symbols)<br>• Should require no instructions to play<br>• Should be fun for humans and playable in 5-10 minutes<br>• Innovative and novel game mechanics encouraged (Hidden state, theory of mind, long term planning, navigating other agents, etc.)</p><p><a href="https://mathstodon.xyz/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mathstodon.xyz/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mathstodon.xyz/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mathstodon.xyz/tags/AGI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AGI</span></a> <a href="https://mathstodon.xyz/tags/ARC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ARC</span></a> <a href="https://mathstodon.xyz/tags/cognition" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognition</span></a> <a href="https://mathstodon.xyz/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a> <a href="https://mathstodon.xyz/tags/cognitiveScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognitiveScience</span></a> <a href="https://mathstodon.xyz/tags/deepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>deepLearning</span></a></p>
Nick Byrd, Ph.D.<p>🧵This week I'm posting about presentations from two cool events (over on Twitter): <a href="https://x.com/byrd_nick/status/1943219893291164057" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">x.com/byrd_nick/status/1943219</span><span class="invisible">893291164057</span></a></p><p>What are the events?<br>(1) The 1st Experimental Argument Analysis workshop<br>(2) The 5th European <a href="https://nerdculture.de/tags/ExperimentalPhilosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExperimentalPhilosophy</span></a> <a href="https://nerdculture.de/tags/Conference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Conference</span></a></p><p><a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/xPhi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xPhi</span></a> <a href="https://nerdculture.de/tags/Linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Linguistics</span></a> <a href="https://nerdculture.de/tags/Psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Psychology</span></a> <a href="https://nerdculture.de/tags/Logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Logic</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a> <a href="https://nerdculture.de/tags/teaching" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>teaching</span></a></p>
Nick Byrd, Ph.D.Maybe <a class="u-url mention" href="https://pixelfed.social/Dockers" rel="nofollow noopener" target="_blank">@Dockers</a> opted for the misspelled "TruTemp" <a href="https://pixelfed.social/discover/tags/branding?src=hash" class="u-url hashtag" rel="nofollow noopener" target="_blank">#branding</a> because <a href="https://pixelfed.social/discover/tags/philosophy?src=hash" class="u-url hashtag" rel="nofollow noopener" target="_blank">#philosophy</a> had already taken "Truetemp".<br> <br> Aside: I recently published new data about <a href="https://pixelfed.social/discover/tags/thoughtExperiments?src=hash" class="u-url hashtag" rel="nofollow noopener" target="_blank">#thoughtExperiments</a> like Truetemp:<br> 🔒 <a href="https://doi.org/10.1093/analys/anaf015" rel="nofollow noopener" target="_blank">https://doi.org/10.1093/analys/anaf015</a><br> 🔓 <a href="https://osf.io/preprints/psyarxiv/y8sdm" rel="nofollow noopener" target="_blank">https://osf.io/preprints/psyarxiv/y8sdm</a><br> <br> <a href="https://pixelfed.social/discover/tags/cogSci?src=hash" class="u-url hashtag" rel="nofollow noopener" target="_blank">#cogSci</a> <a href="https://pixelfed.social/discover/tags/xPhi?src=hash" class="u-url hashtag" rel="nofollow noopener" target="_blank">#xPhi</a> <a href="https://pixelfed.social/discover/tags/trademark?src=hash" class="u-url hashtag" rel="nofollow noopener" target="_blank">#trademark</a> <a href="https://pixelfed.social/discover/tags/marketing?src=hash" class="u-url hashtag" rel="nofollow noopener" target="_blank">#marketing</a>
Nick Byrd, Ph.D.<p>Maybe @Dockers opted for the misspelled "TruTemp" <a href="https://nerdculture.de/tags/branding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>branding</span></a> because <a href="https://nerdculture.de/tags/philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>philosophy</span></a> had already taken "Truetemp".</p><p>Aside: I recently published new data about <a href="https://nerdculture.de/tags/thoughtExperiments" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>thoughtExperiments</span></a> like Truetemp:<br>🔒 <a href="https://doi.org/10.1093/analys/anaf015" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1093/analys/anaf015</span><span class="invisible"></span></a><br>🔓 <a href="https://osf.io/preprints/psyarxiv/y8sdm" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">osf.io/preprints/psyarxiv/y8sd</span><span class="invisible">m</span></a></p><p><a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/xPhi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xPhi</span></a> <a href="https://nerdculture.de/tags/trademark" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trademark</span></a> <a href="https://nerdculture.de/tags/marketing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>marketing</span></a></p>
LSP-ENS<p>🎉 TWO new preprints from our lab on hierarchical processing in ferret auditory cortex! 🦊🧠<br>🚨 Stay tuned for highlights on each study in the following posts 🚨<br><a href="https://fediscience.org/tags/Neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuroscience</span></a> <a href="https://fediscience.org/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://fediscience.org/tags/BioRxiv" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BioRxiv</span></a></p>
Stan Carey<p>"Critical ignoring" as a strategy to control and immunize one's information environment (Kozyreva et al., 2023) <a href="https://journals.sagepub.com/doi/epub/10.1177/09637214221121570" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">journals.sagepub.com/doi/epub/</span><span class="invisible">10.1177/09637214221121570</span></a></p><p>Such a useful frame for something I've long practised but didn't have a good term for before</p><p><a href="https://mastodon.ie/tags/information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>information</span></a> <a href="https://mastodon.ie/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> <a href="https://mastodon.ie/tags/psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>psychology</span></a> <a href="https://mastodon.ie/tags/DigitalLiteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalLiteracy</span></a> <a href="https://mastodon.ie/tags/CriticalThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CriticalThinking</span></a> <a href="https://mastodon.ie/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://mastodon.ie/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://mastodon.ie/tags/misinformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>misinformation</span></a> <a href="https://mastodon.ie/tags/disinformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>disinformation</span></a> <a href="https://mastodon.ie/tags/internet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>internet</span></a> <a href="https://mastodon.ie/tags/reading" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>reading</span></a></p>
Ulrike Hahn<p>and he is at the forefront of research examining <a href="https://fediscience.org/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> in agent-based settings and agent-based modelling</p><p>e.g., <a href="https://s.bingheai.cn:8443/abs/2409.02822" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">s.bingheai.cn:8443/abs/2409.02</span><span class="invisible">822</span></a></p><p>and</p><p><a href="https://arxiv.org/abs/2409.02822" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2409.02822</span><span class="invisible"></span></a></p><p>so this will be a totally different aspect to LLMs than what we’ve seen in the seminar series so far! <span class="h-card" translate="no"><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" translate="no"><a href="https://a.gup.pe/u/philosophy" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>philosophy</span></a></span> <a href="https://fediscience.org/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a> <a href="https://fediscience.org/tags/ABMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ABMs</span></a></p>
Mark Dingemanse<p>You hear a word like tugɯn-dugɯn and two possible meanings, ‘gentle movement’ or ‘heartbeat’. Which one do you pick? And what does this have to do with the <a href="https://scholar.social/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a> notion of structure mapping? </p><p>Our paper in Open Mind explores these questions and more <a href="https://doi.org/10.1162/opmi_a_00162" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1162/opmi_a_00162</span><span class="invisible"></span></a> (w/ Stella Punselie &amp; Bonnie McLean)</p><p>Blog about the paper here: <a href="https://ideophone.org/anatomy-of-iconicity/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ideophone.org/anatomy-of-iconi</span><span class="invisible">city/</span></a></p>
Iris van Rooij 💭<p>🎬🎥🍿 Video of my keynote at MathPsych2024 now available online <a href="https://www.youtube.com/watch?v=WrwNPVTjJpo" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/watch?v=WrwNPVTjJp</span><span class="invisible">o</span></a></p><p><a href="https://scholar.social/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://scholar.social/tags/CriticalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CriticalAI</span></a> <a href="https://scholar.social/tags/AIhype" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIhype</span></a> <a href="https://scholar.social/tags/AGI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AGI</span></a> <a href="https://scholar.social/tags/PsychSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PsychSci</span></a> <a href="https://scholar.social/tags/PhilSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PhilSci</span></a> 🧪 <a href="https://youtu.be/WrwNPVTjJpo?feature=shared" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtu.be/WrwNPVTjJpo?feature=s</span><span class="invisible">hared</span></a></p>
Tom Stafford<p>Noticed via a couple of podcasts that some people are using "did not replicate" to mean "didn't turn out to be as useful as claimed"</p><p>Yes, *some* psych phenomena turned out to have effect sizes at or close to zero (ego depletion)</p><p>But others are vary reliably non-zero (e.g. race IAT scores), we just don't know what - if anything - that means. The phenomenon does *replicate*. </p><p>1/</p><p><a href="https://mastodon.online/tags/psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>psychology</span></a> <a href="https://mastodon.online/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Iris van Rooij 💭<p>Teaser clip from the Q&amp;A from my keynote at MathPsych2024 conference this year</p><p><a href="https://www.youtube.com/clip/UgkxPQN1pqdeD4ABP9BVvXsSDJb_6GIYmc6m" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/clip/UgkxPQN1pqdeD</span><span class="invisible">4ABP9BVvXsSDJb_6GIYmc6m</span></a></p><p><a href="https://scholar.social/tags/criticalAIliteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>criticalAIliteracy</span></a> <a href="https://scholar.social/tags/AIhype" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIhype</span></a> <br><a href="https://scholar.social/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Tom Stafford<p>Newsletter time!</p><p><a href="https://open.substack.com/pub/tomstafford/p/legibility-and-legitimacy" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">open.substack.com/pub/tomstaff</span><span class="invisible">ord/p/legibility-and-legitimacy</span></a></p><p>I had some thoughts about how the social life of reasons can push us into using cruder decision rules.</p><p><a href="https://mastodon.online/tags/Reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Reasoning</span></a> <a href="https://mastodon.online/tags/Psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Psychology</span></a> <a href="https://mastodon.online/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/cogsci" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>cogsci</span></a></span></p>
Yohan John 🤖🧠<p>Are large language models 'symbolic' or 'subsymbolic'? Perhaps both?</p><p>More broadly, do you think the striking abilities of LLMs have blurred the distinction between symbolic and subsymbolic processes?</p><p>And do LLMs solve a version of the symbol grounding problem? </p><p><a href="https://fediscience.org/tags/neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuroscience</span></a> <a href="https://fediscience.org/tags/philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>philosophy</span></a> <a href="https://fediscience.org/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Dimitri Coelho Mollo<p>Preprint announcement:</p><p>A. Vernazzani and I have just made available a paper of ours, soon to be published in a volume:</p><p><a href="https://philpapers.org/rec/VERFOD-2" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">philpapers.org/rec/VERFOD-2</span><span class="invisible"></span></a></p><p>It is a sort of companion piece to a paper of ours on representational formats published in PhilSci last year. While that paper proposed a novel computational theory of formats, this one takes a more negative tack, investigating how reliance on everyday intuitions misleads research on formats in cognitive science.</p><p><a href="https://social.sunet.se/tags/philsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>philsci</span></a> <a href="https://social.sunet.se/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Ulrike Hahn<p>the John Hopfield and Geoff Hinton Nobel Prize lectures:</p><p><a href="https://www.youtube.com/live/lPIVl5eBPh8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/live/lPIVl5eBPh8</span><span class="invisible"></span></a></p><p><a href="https://fediscience.org/tags/Neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuroscience</span></a> <a href="https://fediscience.org/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Dimitri Coelho Mollo<p>Quick reminder about...</p><p>Talk by Susanna Schellenberg on *Reflexivity in AI Systems*</p><p>Friday, Nov 29th, 12:15-13:00 (CET)<br>On campus and on Zoom</p><p>More information and online registration here:<br><a href="https://www.umu.se/en/events/fraiday-reflexivity-in-ai-systems_12006667/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">umu.se/en/events/fraiday-refle</span><span class="invisible">xivity-in-ai-systems_12006667/</span></a></p><p>All welcome!</p><p><a href="https://social.sunet.se/tags/philAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>philAI</span></a> <a href="https://social.sunet.se/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://social.sunet.se/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Dimitri Coelho Mollo<p>*Upcoming Philosophy of AI talk*</p><p>Susanna Schellenberg will be giving a hybrid talk to Umeå's Centre for Transdisciplinary AI next week.</p><p>*Reflexivity in AI Systems*<br>Friday, Nov 29th, 12:15-13:00 (CET)<br>On campus and on Zoom</p><p>More information and online registration here: <a href="https://www.umu.se/en/events/fraiday-reflexivity-in-ai-systems_12006667/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">umu.se/en/events/fraiday-refle</span><span class="invisible">xivity-in-ai-systems_12006667/</span></a></p><p>All welcome!</p><p><a href="https://social.sunet.se/tags/philAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>philAI</span></a> <a href="https://social.sunet.se/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://social.sunet.se/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Iris van Rooij 💭<p>“[A] model that fits empirical data sets may still fail as a psychological theory, for example, if the model implies properties of cognitive systems that are theoretically implausible or incoherent.”<a href="https://scholar.social/tags/decisionmaking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>decisionmaking</span></a> <a href="https://scholar.social/tags/subsetchoice" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>subsetchoice</span></a> <a href="https://scholar.social/tags/intractable" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>intractable</span></a> <a href="https://scholar.social/tags/theory" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>theory</span></a> <a href="https://scholar.social/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a> <a href="https://www.sciencedirect.com/science/article/abs/pii/S0022249605000052" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">sciencedirect.com/science/arti</span><span class="invisible">cle/abs/pii/S0022249605000052</span></a></p>
Dr Emma Kate Ward<p>Does anyone know about Helmholtz machines, or similar, and would be open to me asking a couple of questions?</p><p>I do experimental cognitive psychology and they're outside my expertise, and I think my questions are the type that are hard to answer through reading individual papers myself but should be simple for someone who is familiar with the higher level assumptions and norms of the field.</p><p>Thanks!</p><p><a href="https://fediscience.org/tags/academicChatter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>academicChatter</span></a> <a href="https://fediscience.org/tags/predictiveProcessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>predictiveProcessing</span></a> <a href="https://fediscience.org/tags/cognitiveScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognitiveScience</span></a> <a href="https://fediscience.org/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
petersuber<p>From <a href="https://fediscience.org/tags/JohnHopfield" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>JohnHopfield</span></a> on his <a href="https://fediscience.org/tags/Nobel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Nobel</span></a> prize: "I think that the prize is recognizing, in part, the fact that understanding the deep problems of things like <a href="https://fediscience.org/tags/mind" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mind</span></a> is not going to come forth in some simple way like Newtonian physics. It really requires much more understanding of the relationship between structure and properties, and structure dynamics and properties."<br><a href="https://www.nobelprize.org/prizes/physics/2024/hopfield/interview/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nobelprize.org/prizes/physics/</span><span class="invisible">2024/hopfield/interview/</span></a> </p><p><a href="https://fediscience.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://fediscience.org/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://fediscience.org/tags/Emergence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Emergence</span></a></p>