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: 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-pornography

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