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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: https://www.patreon.com/AIExplained ARC-prize: https://arcprize.org/?task=3aa6fb7a ChatGPT is Bullshit: https://link.springer.com/article/10.1007/s10676-024-09775-5 Apple Cook Interview: https://www.washingtonpost.com/opinions/2024/06/11/tim-cook-apple-interview/ AI Slop: https://taplio.com/generate-linkedin-posts https://www.npr.org/2024/05/14/1251072726/ai-spam-images-facebook-linkedin-threads-meta OpenAI Erotica: https://www.theguardian.com/technology/article/2024/may/09/openai-considers-allowing-users-to-create-ai-generated-*********** AI Toothbrush: https://www.oralb.co.uk/en-gb/product-collections/genius-x Recall Hackable: https://www.wired.com/story/microsoft-windows-recall-privilege-escalation/ Murati: ‘Few Weeks’: https://www.youtube.com/watch?v=DQacCB9tDaw&t=35s Medical Studies: https://x.com/JeremyNguyenPhD/status/1774021645709295840 BeMyEyes Demo: https://www.youtube.com/watch?v=KwNUJ69RbwY BrainoMix: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7296572/ https://www.gov.uk/government/news/artificial-intelligence-revolutionising-nhs-stroke-care Chollet Clips and Interview: https://www.youtube.com/watch?v=Q96eFrtLB8U https://www.youtube.com/watch?v=VqMcfdzqedE https://www.youtube.com/watch?v=UakqL6Pj9xo Gartner Hype Cycle: https://s7280.pcdn.co/wp-content/uploads/2020/04/hype-1024x682.png Jack Cole: https://x.com/Jcole75Cole/status/1787191212144754707 Methods: https://lab42.global/community-interview-jack-cole/ https://lab42.global/community-model-efficiency/ Ending Animal Testing - GAN: https://www.nature.com/articles/s41467-023-42933-9 https://www.bbc.co.uk/news/articles/cd110l61r3go Virtual Rodent: https://x.com/GoogleDeepMind/status/1801210428673892496 Google AI Overviews: https://www.nytimes.com/2024/06/01/technology/google-ai-overviews-rollback.html Noam Brown Optimism: https://x.com/polynoamial/status/1801050467381723506 MLC Human-like Reasoning: https://www.nature.com/articles/s41586-023-06668-3 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-eureka/ AlphaGeometry: https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/ Graph Neural Networks Joint: https://arxiv.org/pdf/2406.09308 Terence Tao: Tacit Data: https://www.scientificamerican.com/article/ai-will-become-mathematicians-co-pilot/ Mira Murati on Models: https://x.com/tsarnick/status/1801022339162800336 Chollet Tweet: https://x.com/fchollet/status/1801780352316518552 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: hello@allinengineeringconsulting.com AI Insiders: https://www.patreon.com/AIExplained