"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

AI Scouting Report: NOT Investment Advice Edition

Jun 1, 2024

01:04:24

Snipd AI

Explore the state of AI applications in medicine, from virtual tissue staining to mind reading with fMRI scan data. Dive into GPT-4's capabilities in crafting reinforcement learning rewards and AI system core components like gradient descent. Discover scaling laws in AI models and emerging complex abilities, along with AI's strengths, weaknesses, and impact on various industries. Discuss the future of AI with tech giants' dominance, societal implications, and the need for responsible development.

AI Summary

Highlights

AI Chapters

Episode notes

Podcast summary created with Snipd AI

Quick takeaways

AI in medicine surpasses human performance, virtual tissue staining, mind reading from fMRI data.

AI impacts high-status jobs like doctors first, routine tasks vs. novel situations, AI nurses introduced.

Unsupervised learning shifts to GPT-4, next word prediction, GPU importance, transformer architecture, model optimization.

Deep dives

AI Advancements in Medicine

AI systems have surpassed human performance on various tasks in medicine. Systems like MedPOM 2 achieved an 86% accuracy on a medical licensing exam, nearing expert performance. Studies show AI outperforming human doctors in areas like diagnostic accuracy and differential diagnosis. The creativity in AI applications includes virtual tissue staining for quicker medical imaging and literal mind reading from fMRI data.

AI Overtaking Human Expertise in Routine Tasks

01:47

GPT-4's Superiority in Writing Reward Functions

01:22

Sentiment Emergence from Language Prediction

01:57

Advantages and Weaknesses of AI compared to Humans

01:19

Introduction

2min

Exploring AI Advancements in Medicine

16min

Exploring the Impact and Limitations of AI Technology

3min

Unleashing GPT-4 and AI System Core Components

13min

Exploration of Generative AI, Global Engineering, and Key Concepts in AI Infrastructure

5min

Scaling Laws and Emergent Abilities in AI Models

10min

Exploring AI's Nature, Strengths, and Weaknesses

4min

The Future of AI: Companies, Impacts, and Risks

10min

Tune in to this special episode of the Cognitive Revolution for AI scouting report. We cover the state of the art in AI applications for medicine, key AI concepts, and how these technologies could influence society.

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

RECOMMENDED PODCAST - The Riff with Byrne Hobart

Byrne Hobart, the writer of The Diff, is revered in Silicon Valley. You can get an hour with him each week. See for yourself how his thinking can upgrade yours.

Spotify: https://open.spotify.com/show/6rANlV54GCARLgMOtpkzKt

Apple: https://podcasts.apple.com/us/podcast/the-riff-with-byrne-hobart-and-erik-torenberg/id1716646486

CHAPTERS:

(00:00:00) Introduction

(00:06:13) Current State of the Art

(00:08:34) Medicine

(00:13:49) AI limitations

(00:17:01) AI capabilities

(00:17:02) Sponsors: Oracle | Brave

(00:19:09) How AI works

(00:24:05) Information processing

(00:28:51) Curated data sets

(00:32:52) Sponsors: Squad | Omneky

(00:34:38) Transformer

(00:37:11) Scaling

(00:39:59) Emergence

(00:44:03) Grokking

(00:50:30) Best practices for business

(00:53:38) Live Players

(00:58:33) What to Watch

(01:00:35) Final Thoughts

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export