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AI Won't Be AGI, Until It Can At Least Do This (plus 6 key ways LLMs are being upgraded)

The clearest demonstration yet of why current LLMs are not just ‘scale’ away from general intelligence. First, I’ll go over the dozen ways AI is getting murky, from dodgy marketing to tragedy-of-the-commons slop, Recall privacy violations to bad or delayed demos. But then I’ll touch on over a dozen papers - and real-life deployments, of LLMs, CNNs and more - making the case that we shouldn't throw out the baby with the bathwater. Crucially, I'll cover 6 key approaches that are being developed to drag LLMs toward AGI. this video will hopefully, at the very least, leave you much better informed on the current landscape of AI. AI Insiders:   / aiexplained   ARC-prize: https://arcprize.org/?task=3aa6fb7a ChatGPT is Bullshit: https://link.springer.com/article/10.... Apple Cook Interview: https://www.washingtonpost.com/opinio... AI Slop: https://taplio.com/generate-linkedin-... https://www.npr.org/2024/05/14/125107... OpenAI Erotica: https://www.theguardian.com/technolog... AI Toothbrush: https://www.oralb.co.uk/en-gb/product... Recall Hackable: https://www.wired.com/story/microsoft... Murati: ‘Few Weeks’:    • Introducing GPT-4o   Medical Studies: https://x.com/JeremyNguyenPhD/status/... BeMyEyes Demo:    • Be My Eyes Accessibility with GPT-4o   BrainoMix: https://www.ncbi.nlm.nih.gov/pmc/arti... https://www.gov.uk/government/news/ar... Chollet Clips and Interview:    • Francois Chollet On LLMs w/ Active In...      • Francois Chollet recommends this meth...      • Francois Chollet - LLMs won’t lead to...   Gartner Hype Cycle: https://s7280.pcdn.co/wp-content/uplo... Jack Cole: https://x.com/Jcole75Cole/status/1787... Methods: https://lab42.global/community-interv... https://lab42.global/community-model-... Ending Animal Testing - GAN: https://www.nature.com/articles/s4146... https://www.bbc.co.uk/news/articles/c... Virtual Rodent: https://x.com/GoogleDeepMind/status/1... Google AI Overviews: https://www.nytimes.com/2024/06/01/te... Noam Brown Optimism: https://x.com/polynoamial/status/1801... MLC Human-like Reasoning: https://www.nature.com/articles/s4158... Many Shot Google Deepmind: https://arxiv.org/pdf/2404.11018 Automated Process Supervision: https://arxiv.org/pdf/2406.06592 No Zero-shot Without Exponential Data: https://arxiv.org/pdf/2404.04125 Prof. Rao Paper 1: https://openreview.net/pdf?id=X6dEqXIsEW DrEureka: https://eureka-research.github.io/dr-... AlphaGeometry: https://deepmind.google/discover/blog... Graph Neural Networks Joint: https://arxiv.org/pdf/2406.09308 Terence Tao: Tacit Data: https://www.scientificamerican.com/ar... Mira Murati on Models: https://x.com/tsarnick/status/1801022... Chollet Tweet: https://x.com/fchollet/status/1801780... Non-hype Newsletter: https://signaltonoise.beehiiv.com/ GenAI Hourly Consulting: https://www.theinsiders.ai/ Need an GenAI app built for your business (any scale), in 4-8 weeks? My SF-based colleague Michael Lin, ex-Netflix + Amazon Senior Software Engineer - is now available for a free 30 min consultation: [email protected] AI Insiders:   / aiexplained