GPT 4 can self-correct and improve itself. With exclusive discussions with the lead author of the Reflexions paper, I show how significant this will be across a variety of tasks, and how you can benefit.

I go on to lay out an accelerating trend of self-improvement and tool use, laid out by Karpathy, and cover papers such as Dera, Language Models Can Solve Computer Tasks and TaskMatrix, all released in the last few days.

I also showcase HuggingGPT, a model that harnesses Hugging Face and which I argue could be as significant a breakthrough as Reflexions. I show examples of multi-model use, and even how it might soon be applied to text-to-video and CGI editing (guest-starring Wonder Studio). I discuss how language models are now generating their own data and feedback, needing far fewer human expert demonstrations. Ilya Sutskever weighs in, and I end by discussing how AI is even improving its own hardware and facilitating commercial pressure that has driven Google to upgrade Bard using PaLM.

Reflexion Results: https://bit.ly/3KxRtC5
Karpathy Tweet: https://twitter.com/karpathy/status/1640042620666920960
Reflexion GPT 4 Post: https://bit.ly/3K62zwI
Reflexion paper: https://bit.ly/4349qiz
ALFWorld: https://bit.ly/3KbdgOk
Sparks Report: https://bit.ly/4349tuL
GPT 4 Technical Report: https://bit.ly/3KuxX9h
DERA Dialogue: https://bit.ly/43gv9Er
Language Models Can Solve Computer Tasks: https://bit.ly/3K6zH7m
HuggingGPT: https://bit.ly/4317aZF
TaskMatrix Paper: https://bit.ly/437sPQ2
Language Models Can Self-Improve: https://bit.ly/3KsTVcX
Wonder Studio: https://twitter.com/WonderDynamics/status/1633627396971827200
Alpaca Paper: https://stanford.io/3GeqfOj
Ilya Interview: https://www.youtube.com/watch?v=Yf1o0TQzry8&t=997s
Reuters Nvidia: https://reut.rs/3GeqhFV
Bard Upgrade: https://nyti.ms/430Iz7c

https://bit.ly/435ug1i

NOTE: This video is a remaster and a reupload of a review originally released on March 1, 2016. As a result some statements may be outdated.

Dan reviews Marvel Legends Captain America from the Red Skull wave.

Besides being the millionth Marvel Legends Captain America, what’s also notable about this guy, of course, is that he comes with an alternate wolf head. He’s also affectionately referred to as Cap Wolf.

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The real risk of A.I. isn’t that some super-intelligent computer is going to take over in the future – it’s that the humans in the tech industry are going to screw the rest of us over right now.

SOURCES:

On the Dangers of Stochastic Parrots by Bender, Gebru, et al https://bit.ly/3G7O6iC
Jon Stokes’ on how ChatGPT works https://bit.ly/3ZpmHzq
Stephen Wolfram on how ChatGPT works https://bit.ly/40QMulk

Google shares drop $100 billion https://n.pr/3zj24dy
Google’s Stuffs AI Into Everything https://ift.tt/KRj3wzG
Want to Impress Wall Street? Just Add AI: https://bit.ly/3TZLhpn
USA Facts graph https://bit.ly/3zjcNVc
Tesla Autopilot crashes: https://bit.ly/3KlQ0yx https://bit.ly/3lYyyqA https://bit.ly/42SFar2 https://bit.ly/3M5w0Bn
Even After $100 Billion, Self-Driving Cars Are Going Nowhere https://ift.tt/7cfqe1Y
Tesla staged its videos https://reut.rs/3JVfUYB
Elon Musk’s Tesla accused of fraud, false advertising of ‘autopilot’ technology in lawsuit https://bit.ly/3Zt3EEs
10 people killed in Tesla crashed in just 6 months https://cbsn.ws/3JYklSn
Tesla Recalling 300k cars https://bit.ly/3zlwlsf
Jon Stokes’ blog on how ChatGPT and other large language models work https://bit.ly/3ZpmHzq
DKB: Bing AI made mistakes in its own video https://bit.ly/40Neq9p
OpenCage deluged with requests https://bit.ly/3zlIWvn
Kevin Roose on Bing AI’s “feelings” https://nyti.ms/40RG9FU
Timnit Gebru fired by Google https://nyti.ms/3M71vv0
OpenAI paid Kenyan workers $2 a day to label disturbing content https://bit.ly/40xX94s
Stable Diffusion sued by artists https://cbsn.ws/40vkdka
Apple trained AI audiobooks on real narrators https://bit.ly/40xZVa2
Amateur Go player beats top-ranked AI https://bit.ly/3nBcWkx
Marines fooled DARPA robots: https://bit.ly/3nydp75

The Scooby-Doo and Krypto Too leak was inevitable.
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⏱ CHAPTERS
00:00 only bad things!
01:07 a ruh-roh report!
02:53 and krypto too?
03:59 oops! copyright!
07:58 artists’ revenge!
11:00 more leaks??
12:18 money for brain medicine pls!
14:44 thanks, gang!

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🤔 ABOUT NERDSYNC
Home of the popular Comic Misconceptions series, NerdSync makes video essays and in-depth analyses about nerdy pop culture. From comic books and superheroes to Scooby-Doo and other classic cartoons, host Scott Niswander explores fascinating topics that range from history, philosophy, culture, and art. NerdSync makes fascinating, complex ideas a little more accessible through the heroes and villains from Marvel, DC Comics, and beyond! Subscribe for new videos every other Friday, you wonderful nerd!

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Just a small clip of Art using ElevenLabs Speech Synthesis software. We miss him – he would have had a LOT to say about the events from the past few years…

Join me as we take a look at the brand new Marvel 375 GHOSTRIDER figure from Hasbro.

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