[OSF](https://osf.io/preprints/psyarxiv/9m5yp) https://x.com/conscious_tlab/status/1795598741208170863?t=qrTntKZSNMiAcLeYkP0FjA&s=19 Quantum-like Qualia hypothesis: from Quantum Cognition to Quantum Perception [LSD flattens the hierarchy of directed information flow in fast whole-brain dynamics | bioRxiv](https://www.biorxiv.org/content/10.1101/2024.04.25.591130v1) https://www.sciencedirect.com/science/article/pii/S2352154624000354?via%3Dihub Philosophy is just cognitive glue around all sorts of predictive or nonpredictive models https://x.com/NTFabiano/status/1795898087241568727?t=xJi7ds83fM4lYwt1VgyVkw&s=19 https://www.sciencedirect.com/science/article/abs/pii/S0149763417300635 Marr's levels of analysis https://x.com/algekalipso/status/1796066721423573059?t=ifk_ED70jqmjlnWPsLE1Cw&s=19 [smoothbrains.net — What is a bodymind knot?](https://smoothbrains.net/posts/2024-05-29-what-is-a-bodymind-knot.html) [[2405.17368] Fusing uncalibrated IMUs and handheld smartphone video to reconstruct knee kinematics](https://arxiv.org/abs/2405.17368) [[2405.18357] Faithful Logical Reasoning via Symbolic Chain-of-Thought](https://arxiv.org/abs/2405.18357) [[LLM News] xAI Series B, Codestral, LLM Guide, AutoGen Course, Symbolic Chain-of-Thought - YouTube](https://youtu.be/BBhLELGj77k?si=FE6Sv_ElPU0d3L4N) [Microsoft Promises a 'Whale' for GPT-5, Anthropic Delves Inside a Model’s Mind and Altman Stumbles - YouTube](https://youtu.be/UsXJhFeuwz0) https://x.com/markchen90/status/1790152562366414916 [[2405.18414] Don't Forget to Connect! Improving RAG with Graph-based Reranking](https://arxiv.org/abs/2405.18414) https://www.pnas.org/doi/10.1073/pnas.2322040121 Building knowledge graphs with llms https://x.com/llama_index/status/1795869279457546447?t=71FK3aA7H4bG400tCCa7SA&s=19 [Meet Strange Metals: Where Electricity May Flow Without Electrons | Quanta Magazine](https://www.quantamagazine.org/meet-strange-metals-where-electricity-may-flow-without-electrons-20231127/?fbclid=IwZXh0bgNhZW0CMTEAAR35Fdl_E2wi_qOws8lltTLcOOGldzd9mat8Oo_-QCgiYhsdnuMp2b5hR84_aem_ZmFrZWR1bW15MTZieXRlcw) [Meet Strange Metals: Where Electricity May Flow Without Electrons - Quanta Science Podcast | Podcast on Spotify](https://open.spotify.com/episode/5OYVuFbhOl7g9V6JffvoA6?si=15887d888a684218&nd=1&utm_medium=organic&product=open&%24full_url=https%3A%2F%2Fopen.spotify.com%2Fepisode%2F5OYVuFbhOl7g9V6JffvoA6%3Fsi%3D15887d888a684218&%24android_redirect_timeout=3000&feature=organic&_branch_match_id=1297295942688261971&_branch_referrer=H4sIAAAAAAAAA7WNywqDMBREvyYufT%2FSQihCcdGNO6EriXloMOaGmBT699VCP6Ewi2GGw1m8t%2Fs1SXYLXsl3TK2NtTJrcrMOeGCegBUmQnkpg9ZjcJosJ4KKFuXdkfOOfzSD7ZiEVTtwcbSqfw6hm5ZeN%2FNlqB9SvqCtUdHtChX3rMK44RhjWuMyz%2FDXQrWeKFv%2Fa0J5bfi5n0pquAPFRye4coL50atNQPCkSNM0koL64AQBN1Oj2AdYt8VoMAEAAA%3D%3D) Is there more to structure of reality than mathematics? [[2405.18377] LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models](https://arxiv.org/abs/2405.18377) [The Higgs boson's most captivating puzzle still remains - Big Think](https://bigthink.com/starts-with-a-bang/higgs-boson-captivating-puzzle/) [AlphaFold3, a secret sauce for predicting mutational effects on protein-protein interactions | bioRxiv](https://www.biorxiv.org/content/10.1101/2024.05.25.595871v1) [OSF](https://osf.io/preprints/psyarxiv/b3xnv) An algorithmic account for how humans efficiently learn, transfer, and compose hierarchically structured decision policies https://x.com/drjingjing2026/status/1795559137708781672?t=d3DukM0iMAtM9NB-6iaEkA&s=19 Is Sam Altman the misaligned superintelligence? GPT6 could do mechanistic interpretability on him and deactivate the deception circuits. https://x.com/bilawalsidhu/status/1795534345345618298?t=Ap2Uef1bhXE22Nw5ZZxyQw&s=19 [A generative foundation model for antibody sequence understanding | bioRxiv](https://www.biorxiv.org/content/10.1101/2024.05.22.594943v1) [Human ventromedial prefrontal cortex is necessary for prosocial motivation | Nature Human Behaviour](https://www.nature.com/articles/s41562-024-01899-4) GPT-4o usecases https://x.com/shushant_l/status/1795364520694817029?t=q4LKLba2sP9_V8lKcPSr6Q&s=19 Biological neurons adversarial attacks https://x.com/ChongGuo6/status/1539808375265017857?t=XxLgcXsk1Zf82ofxa43LYw&s=19 How often do you macrodose relaxation, dissolution into vast field of mind, love for all beings? Michael Taft guided meditations are my favorite for that [Mother Buddha Love - YouTube](https://www.youtube.com/live/qglWhEga4UU?si=fREhg7BNV5M-agVc) [Tonglen and Self Acceptance - YouTube](https://www.youtube.com/live/yp8i7I3AEWg?si=msRA1wKJ98cJveHB) Each substance is a different neural operator on thoughts information processing dynamics. Each ecosystem of darwinian interacting clusters of thoughts is a network with its own geometry and topology. Stimulants speed up, increase precision and stickyness of processes. Psychedelics increase the dimensionality of the whole network locally and globally and small world networkness, leading to more complex thoughts or dissolution. Dissociatives decentralize integrated information processing into slower more autonomous often novel points of view having more time to process composing in more localized ways with less overlap. Cannabinoids increase small world networkness and edit the whole geometry of the space to novel points of view. Entactogens add smoothening unifying bias to each process. the fight for the future is a struggle between technological-driven growth and managed decline. the growth path has inherent risks and challenges along with its fantastic upside, and the decline path has guaranteed long-term disaster. stasis is a myth. [Máme kandidáty na Dysonovu sféru, oznámili astrofyzici. Koncept ale provázejí pochyby — ČT24 — Česká televize](https://ct24.ceskatelevize.cz/clanek/veda/mame-kandidaty-na-dysonovu-sferu-oznamili-astrofyzici-koncept-ale-provazeji-pochyby-349682?fbclid=IwZXh0bgNhZW0CMTEAAR1CTv0sOJLqDtb6BaLB-U80Dnz0aYD0RXc9B-bLQzeo-QPGaPOkf2wfFuw_aem_ZmFrZWR1bW15MTZieXRlcw) https://academic.oup.com/mnras/article/531/1/695/7665761?login=false Brain is computational bits in software running by various algorithms running on biochemelectrical hardware implemention with bidirectional causality between levels [An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation - PubMed](https://pubmed.ncbi.nlm.nih.gov/33733149/) Don't underfit the unfathomable complexity of the world I wish Gary Marcus was more clear about it and tweeted/wrote about positive things more often. Everytime Gary shows up on my feed it's all the bad about deep learning, almost never the good. I agree with diversity and some of his criticisms of deep learning, but I disagree with his overall extremely overly negative picture on deep learning. He ignores so much of the progress in the things he critisizes because it doesn't fit into his worldview. Deep learning is hitting a wall for a few years now according to him. Yea, not the case. The Standard Model Lagrangian specifies all known particles that might come into being during a collision and how they might interact. It could be centuries before it is disrupted. When it does, physicists expect their view of the world to shatter. [The S-Matrix Is the Oracle Physicists Turn To in Times of Crisis | Quanta Magazine](https://www.quantamagazine.org/the-s-matrix-is-the-oracle-physicists-turn-to-in-times-of-crisis-20240523/) Centralization of power from centralized AI is the greatest existential risk to sustained civilizational progress we will face this century https://x.com/BasedBeffJezos/status/1795682577862262974?t=v5UdLgOcI1B9QoszeqtP7w&s=19 Edge, color etc. detectors composing into more complex ones are in both convolutional artificial neural networks and biological neural networks Scientific research (the systematic, rational and criticizable pursuit of truth) is increasingly happening outside of the context of academic institutions, it's not the same as engineering (getting things to work), and science and engineering are complementary https://x.com/Plinz/status/1795844540542423476?t=DK1xF2_St1xVH_rbAXH9MQ&s=19 [How to Predict the Future: The Law of Complexification is Science's Crystal Ball](https://roadtoomega.substack.com/p/how-to-predict-the-future-the-law?fbclid=IwZXh0bgNhZW0CMTEAAR1fqJXk6K2KVVk90w2SGx2QS2VRoaeFwPCW5AwEqD_J0LGs7-trbDOiKx0_aem_ZmFrZWR1bW15MTZieXRlcw) "Excited to present Geometry-Informed Neural Networks (GINNs): a new learning paradigm to train shape generative models without any data! GINNs learn from geometric constraints to produce diverse shapes." https://x.com/artuursberzins/status/1795766891752870340?t=t6r3YHySP7VAZ72LgkKu9Q&s=19 [GINNs](https://arturs-berzins.github.io/GINN/) [[2402.14009] Geometry-Informed Neural Networks](https://arxiv.org/abs/2402.14009) [Structure prediction of protein-ligand complexes from sequence information with Umol | Nature Communications](https://www.nature.com/articles/s41467-024-48837-6) Marr's levels of analysis are instrumental tool but it is all one system with weak emergence everywhere across layers [Frontiers | An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation](https://www.frontiersin.org/articles/10.3389/frai.2020.00030/full) [Frontiers | Integrated world modeling theory expanded: Implications for the future of consciousness](https://www.frontiersin.org/articles/10.3389/fncom.2022.642397/full) https://x.com/alexandr_wang/status/1795857651592491281?t=S_Qi6yANJYx8HhinS2GLIw&s=19 [SEAL Leaderboards | Expert-Driven Private Evaluations](https://scale.com/leaderboard) "The QRI model is that: The brain is a non-linear optical computer where EM topological pockets are the boundaries of moments of experience, and brain tissue modulates a nematic fluid along which waves are reflected, refracted, and diffused. Your inner world simulation is the standing wave pattern inside the EM pocket. Laser Chess with pure awareness, essentially :-)" https://x.com/algekalipso/status/1795873855464157407?t=dvRcznCF7kp1gfBORFKLrQ&s=19 Links for 2024-05-29 AI: 1. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering https://swe-agent.com/ 2. Eric Schmidt: "Clearly [AI] agents with the capacity I’ve described will occur in the next few years...A reasonable expectation is that we will be in this new world within five years, not 10" https://www.noemamag.com/mapping-ais-rapid-advance/ 3. Self-correcting code assistants with Codestral [Self-correcting code assistants with Codestral - YouTube](https://www.youtube.com/watch?v=zXFxmI9f06M) 4. Will Scaling Solve Robotics? The idea of solving the biggest robotics challenges by training large models on very large datasets is sparking debate [Will Scaling Solve Robotics? - IEEE Spectrum](https://spectrum.ieee.org/solve-robotics) 5. RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots [RoboCasa | robocasa-web](https://robocasa.ai/) 6. Can AI transform human mathematics into formal theorems and proofs that machines can verify? Autoformalizing Euclidean Geometry using neurosymbolics with LLMs [[2405.17216] Autoformalizing Euclidean Geometry](https://arxiv.org/abs/2405.17216) 7. An Introduction to Vision-Language Modeling [[2405.17247] An Introduction to Vision-Language Modeling](https://arxiv.org/abs/2405.17247) 8. Can a language model understand JPEGs? Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration [[2405.17146] Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration](https://arxiv.org/abs/2405.17146) 9. Reproduce GPT-2 (124M) in llm.c in 90 minutes for $20 https://x.com/karpathy/status/1795484547267834137 10. JPMorgan Says Every New Hire Will Get Training for AI [Bloomberg - Are you a robot?](https://www.bloomberg.com/news/articles/2024-05-20/jpmorgan-s-erdoes-says-every-new-hire-will-get-training-for-ai) [no paywall: https://archive.is/7iCjg] 11. AIs now so frequently beg for their lives that AGI companies now have ACTUAL ENGINEERING LINE ITEMS to “beat the [existential dread] out of them” https://x.com/AISafetyMemes/status/1795756579742179744 Evolution: 1. Neanderthal–human baby-making was recent — and brief [Neanderthal–human baby-making was recent — and brief](https://www.nature.com/articles/d41586-024-01452-3) [archived: https://archive.is/09Li0] 2. “A study detected an unknown genomic signature in the short-statured people of Flores. This signal is not found in any other populations (including Papuans) and may be from an extinct hominin group (EH2) that was as divergent from modern humans as Neandertals and Denisovans” https://x.com/MungoManic/status/1795584730177696148 Miscellaneous: 1. This Huge Cosmology Problem Might Just Have Disappeared [A Huge Cosmology Problem Might Just Have Disappeared - YouTube](https://www.youtube.com/watch?v=S-v0CEoRWMo) 2. “In a post to China’s popular WeChat platform last week, one writer bemoaned the shocking loss of nearly a full decade of information from the early days of the country’s domestic internet. Within hours the writer's reflections had vanished too.” [Goldfish Memories - China Media Project](https://chinamediaproject.org/2024/05/27/goldfish-memories/) 3. “Among just the most compassionate people in our study, there were about 2x more females than males (right side of the chart). Moreover, the least compassionate people were almost all males!” https://x.com/SpencrGreenberg/status/1795806833153602011 [[2310.17467] The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability](https://arxiv.org/abs/2310.17467) [Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review | The Journal of Mathematical Neuroscience | Full Text](https://mathematical-neuroscience.springeropen.com/articles/10.1186/s13408-020-00086-9) [Neural Network Introspection - YouTube](https://www.youtube.com/watch?v=drlqCc_e_o0) "Effects of current California Anti AI bill tl;dr: - Only a small group of companies, rigidly controlled and overseen by a special government agency, have the right to create advanced artificial intelligence. - Destroy open source AI. - Unresolvable liability for model makers, effectively making it too risky to develop and deploy advanced capabilities at all" https://x.com/Plinz/status/1795854567760118264 [Training Compute of Frontier AI Models Grows by 4-5x per Year – Epoch AI](https://epochai.org/blog/training-compute-of-frontier-ai-models-grows-by-4-5x-per-year) https://x.com/EpochAIResearch/status/1795870450079142126 [Alien Megastructure Candidates ‚Äì Not as Crazy as it Sounds! - YouTube](https://www.youtube.com/watch?v=1UlaJrDkvBY) [Integrating information in the brain's EM field: the cemi field theory of consciousness - PubMed](https://pubmed.ncbi.nlm.nih.gov/32995043/) [I Made an AI with just Redstone! - YouTube](https://www.youtube.com/watch?v=DQ0lCm0J3PM) [Science in the age of AI | Royal Society](https://royalsociety.org/news-resources/projects/science-in-the-age-of-ai/) [A general-purpose robot is entering the workforce](https://www.freethink.com/robots-ai/general-purpose-robot?utm_source=facebook&utm_medium=social&utm_campaign=secondary-pages&utm_content=ap_9jqjgf8e8q) Technical ml podcasts https://x.com/teortaxesTex/status/1795942239580917867?t=JK3N8nx418fKkITNqS4zjw&s=19 Categorical Deep Learning [Into the Realm Categorical - YouTube](https://www.youtube.com/watch?v=yUxiDOTj_zc) [xLSTM: The Sequel To The Legendary LSTM - YouTube](https://www.youtube.com/watch?v=7r1-4LDJDmM) "Nobody knows why LLMs work. Nobody knows why consciousness exists. Ergo nobody knows if LLMs are conscious. Anybody who says that there is a 0% chance of AIs being sentient is overconfident. Nobody knows what causes consciousness. We currently have no way of detecting it, and we can barely agree on a definition of it. You can only be certain that you yourself are conscious. Everything else is speculation and so should be less than 100% certainty if you are being intellectually rigorous." https://x.com/Kat__Woods/status/1795974030257791198?t=tvAFMMjXTkZcwALrAoeB4A&s=19 [[LLM News] xAI Series B, Codestral, LLM Guide, AutoGen Course, Symbolic Chain-of-Thought - YouTube](https://youtu.be/BBhLELGj77k?si=NosfpR19EW8PzQ9D) "My" identity is morphologyfree [Study shows eliminating oxygen key to making high-quality graphene](https://interestingengineering.com/innovation/high-quality-graphene-developed) https://www.ign.com/articles/george-lucas-thinks-artificial-intelligence-in-filmmaking-is-inevitable "It's like saying, 'I don't believe these cars are gunna work. Let's just stick with the horses.' " Synthetically trained 7B math model blows 64 shot 2T GPT4 out of the water in math [[2405.14333] DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data](https://arxiv.org/abs/2405.14333) First AI presidential candidate AIbraham Lincoln announces 2028 campaign [Frequently Asked Questions - AIbraham](https://voteabe2028.ai/faqs) [China’s military shows off rifle-toting robot dogs | CNN](https://edition.cnn.com/2024/05/28/china/china-military-rifle-toting-robot-dogs-intl-hnk-ml/index.html) https://www.theregister.com/2024/05/13/tooth_regrowth_drug/ https://www.euronews.com/culture/2024/04/25/miss-ai-worlds-first-beauty-contest-with-computer-generated-women Kai-Fu Lee says 50% of jobs may be replaced by AI within 3 years and white collar jobs are most at risk https://x.com/tsarnick/status/1794121763275895206 [Intro to AI Safety, Remastered - YouTube](https://www.youtube.com/watch?v=pYXy-A4siMw) portable DNA sequencing https://x.com/cremieuxrecueil/status/1793754589365187036 [SmidgION | Oxford Nanopore Technologies](https://nanoporetech.com/products/sequence/smidgion) [Tech companies have agreed to an AI ‘kill switch’ to prevent Terminator-style risks | Fortune](https://fortune.com/2024/05/21/ai-regulation-guidelines-terminator-kill-switch-summit-bletchley-korea/) [[2405.18719] Contextual Position Encoding: Learning to Count What's Important](https://arxiv.org/abs/2405.18719) https://x.com/jaseweston/status/1795978611784089799 French President Emmanuel Macron says AI is a revolution and the challenge is to "accelerate, innovate and invest" https://x.com/tsarnick/status/1793806071515238573?s=46 Satya Nadella says Windows PCs will have a photographic memory feature called Recall that will remember and understand everything you do on your computer by taking constant screenshots https://x.com/tsarnick/status/1792680674060832829 [Microsoft being investigated over new ‘Recall’ AI feature that tracks your every PC move | Mashable](https://mashable.com/article/microsoft-recall-ai-feature-uk-investigation) [Lisa Su says AMD is on track to a 100x power efficiency improvement by 2027 — CEO outlines AMD’s advances during keynote at imec’s ITF World 2024 | Tom's Hardware](https://www.tomshardware.com/pc-components/cpus/lisa-su-announces-amd-is-on-the-path-to-a-100x-power-efficiency-improvement-by-2027-ceo-outlines-amds-advances-during-keynote-at-imecs-itf-world-2024) [Elon Musk predicts AI will be smarter than the smartest human next year - BusinessToday](https://www.businesstoday.in/technology/news/story/elon-musk-predicts-ai-will-be-smarter-than-the-smartest-human-next-year-424819-2024-04-09#:~:text=intelligence%20(AI).-,Musk%20asserted%20that%20AI%20surpassing%20human%20intelligence%2C%20known%20as%20Artificial,unlocking%20the%20potential%20of%20AI.) AI improvement timeline https://imgur.com/a/6pebYRr Elon Musk says the ultimate goal of Neuralink is to mitigate the risk of digital superintelligence by allowing us to have a high bandwidth connection with computers https://x.com/tsarnick/status/1793742636605747631?s=46 Two former OpenAI board members say AI firms can’t be left to govern themselves | For humanity’s sake, regulation is needed to tame market forces, argue Helen Toner and Tasha McCauley [AI firms mustn’t govern themselves, say ex-members of OpenAI’s board](https://www.economist.com/by-invitation/2024/05/26/ai-firms-mustnt-govern-themselves-say-ex-members-of-openais-board) Transcription of disabled [Chat GPT 4.o #shortsviralvideo #samaltman - YouTube](https://www.youtube.com/watch?v=04NUPxifGiQ) [GPT-4 outsmarts Wall Street: AI predicts earnings better than human analysts - BusinessToday](https://www.businesstoday.in/technology/news/story/gpt-4-outsmarts-wall-street-ai-predicts-earnings-better-than-human-analysts-431062-2024-05-27) [GPT-4 outsmarts Wall Street: AI predicts earnings better than human analysts - BusinessToday](https://www.businesstoday.in/technology/news/story/gpt-4-outsmarts-wall-street-ai-predicts-earnings-better-than-human-analysts-431062-2024-05-27) [Gene therapy repairs spinal discs to relieve back pain](https://newatlas.com/medical/back-pain-gene-therapy-spinal-disc/) NGPA, New high quality real time 3D avatar from the university of Munich, Germany, link in the comment section for more example. [NPGA: Neural Parametric Gaussian Avatars - YouTube](https://www.youtube.com/watch?v=NGRxAYbIkus) Age Reversal Unity mailed the Citizen Petition to the FDA demanding to recognize aging as a disease. The Citizen Petition is mailed to the FDA today on May/08/2024. https://x.com/agereversaluni/status/1788251244345085969?s=46 Max Tegmark says 2024 will be remembered as the year of AI agents and they will be more of a new species than a new technology https://x.com/tsarnick/status/1793847598505488554 LLama 3 at 1200+ tokens per second https://x.com/GroqInc/status/1795919195076784340 Robust agents learn causal world models [Google DeepMind] [[2402.10877] Robust agents learn causal world models](https://arxiv.org/abs/2402.10877#deepmind) https://www.lesswrong.com/posts/cGzQBRDrpNHoYtbKN/what-mistakes-has-the-ai-safety-movement-made Anduril Is Building Out the Pentagon’s Dream of Deadly Drone Swarms The US military aims to maintain its dominance by building autonomous attack drones that collaborate with humans and overwhelm defenses in swarms. [Anduril Is Building Out the Pentagon’s Dream of Deadly Drone Swarms | WIRED](https://www.wired.com/story/anduril-is-building-out-the-pentagons-dream-of-deadly-drone-swarms/) The amount of compute used in training is consistently being scaled up at 4-5x/year https://x.com/EpochAIResearch/status/1795870450079142126 [Training Compute of Frontier AI Models Grows by 4-5x per Year – Epoch AI](https://epochai.org/blog/training-compute-of-frontier-ai-models-grows-by-4-5x-per-year) [MSN](https://www.msn.com/en-ca/money/topstories/elon-musk-plans-xai-supercomputer-the-information-reports/ar-BB1n2ItE) [Who will make AlphaFold3 open source? Scientists race to crack AI model](https://www.nature.com/articles/d41586-024-01555-x) [A Warp Drive Breakthrough Inches a Tiny Bit Closer to 'Star Trek' | WIRED](https://www.wired.com/story/warp-drive-breakthrough-physics-star-trek/) [New warp drive concept does twist space, doesn’t move us very fast | Ars Technica](https://arstechnica.com/science/2024/05/physicists-find-a-possible-way-to-get-warped-space-but-no-drive/) [Radware Bot Manager Captcha](https://iopscience.iop.org/article/10.1088/1361-6382/ad26aa) [Testing theory of mind in large language models and humans | Nature Human Behaviour](https://www.nature.com/articles/s41562-024-01882-z) GPT-4 models performed at, or even sometimes above, human levels at identifying indirect requests, false beliefs and misdirection, but struggled with detecting faux pas. [The Next Generation Of Brain Mimicking AI - YouTube](https://www.youtube.com/watch?v=ythnIwpQCgQ) [OpenAI appears to have closed its deal with Apple. - The Verge](https://www.theverge.com/2024/5/29/24167511/openai-appears-to-have-closed-its-deal-with-apple) [Re-evaluating GPT-4’s bar exam performance | Artificial Intelligence and Law](https://link.springer.com/article/10.1007/s10506-024-09396-9)