GPT-4 Vision: 5 Recursive Improvement Loops - WOW!

GPT-4 Vision: 5 Recursive Improvement Loops - WOW!

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In this video I test recursive improvment loops with GPT-4 Vision. We are creating a website loop. product loop and other very interesting cool stuff with GPT-4V.

00:00 GPT-4 Vision Loops Intro
00:35 GPT-4 Vision + DALL-E 3 Loop
01:52 GPT-4 Vision + HTML Loop
04:15 GPT-4 Vision + Taylor Swift Loop
07:04 GPT-4 Vision + Sci-fi Story Loop
11:11 GPT-4 Vision + YouTube Channel

[jordan-jones]

🎯 Key Takeaways for quick navigation:

00:12 🔁 Demonstrates recursive improvement loops using GPT-4 Vision for website design.
00:39 🎨 Describes using DALL-E and GPT-4 Vision to evolve images through a feedback loop.
01:20 🔄 Mentions that this process can be repeated multiple times to further refine images.
02:00 🌐 Applies the recursive loop to web development, improving both layout and code.
03:09 🚀 Emphasizes that you can go as far with the loop as you want but notes that the code can get long.
04:16 👟 Explores creating a Taylor Swift-inspired shoe using the same recursive improvement loop.
05:27 🛠️ Adjusts the shoe design by feeding it back into DALL-E based on a new description.
06:45 👕 Applies the loop method to design a t-shirt, showing the method's versatility.
07:15 📚 Explores using recursive loops for story improvement using critiques from specialized roles.
08:39 📝 Summarizes critiques and successfully improves the story based on the feedback.
09:05 🎨 Discusses using DALL-E to create illustrations for stories, but finds them incoherent.
09:48 🎭 Attempts to improve coherence by setting specific style and character prompts.
10:17 😕 Still encounters inconsistencies in generated images.
10:55 📖 Introduces an example story involving Dr. Felicity Warren, an astrophysicist.
11:35 📊 Discusses using GPT-4 to analyze YouTube trends for creating viral videos.
12:29 📉 Notes that initial performance metrics were not as good.
13:01 🌕 Points out that moon-related topics perform well.
13:39 ✏️ Details a video outline to help guide content creation.
14:21 👁️ Debates which thumbnail to use for high CTR.
15:04 🔄 Concludes with the potential of recursive loops for idea generation and content creation.

Made with HARPA AI

[robotron]

i tried with certain images before i saw this video it does indeed improve it but you have to write the right prompts it takes time and experimentation until you mail it

[Nerd.Immunity.]

Great video. Have you heard of the Professor Synapse customer instruction?

[denisblack]

crazy stuff, i tend to spend 2-3 hours in SDXL generating exactly what i want
this could save me some time

[micbab-vgmu]

Great video - I have to play with GPT- 4 vision - I wonder If it will able to anylise some medical images.

[Knowdis]

Anyone have thoughts about customs instructions and not having to save them in a seperate document as you want to use them for different tasks.

1. Step by step think about this prompt. 2. Evaluate each step and describe why yiu think it will lead to a good prompt. 3.make sure you do 1 and 2 each time. Then critique your descriptions and change the prompt based on any new insights you may of gained.

How could I make that generic to make it useful despite whatever task.

[AndrewQPower]

Kris its easier and faster if you set your context to critique and improve dalle's outputs. No need for gptv after the first generation

[TheQuinnB]

I'm curious when/if they'll start combining the different model variants together so you can do things like upload and generate images.
Funny enough, BingGPT has these models combined together, but Bing seems to be more concerned with moderations and I tend to prefer the results from GPT of Bing

[trud]

Thanks for the video, very interesting. Regarding a story creation: do you have any plans to review Claude, as there are some articles that it much better in this area compared to GPT4?

[bobhawkey]

This is interesting. I'd like to see the voice response feature integrated somehow so you could just do all this verbally like you were conversing with a graphic artist. One of the painful things about my tests is convincing GPT to not verbally repeat the vision prompts. I was never successful at that. I hope they'll streamline the interaction process soon.

[jamesjonnes]

The biggest problem with DALL-E 3 is the lack of tools that other image generators have.

[khenji]

Wouldnt call that recursive, since its going back and forth. Recursive means a function is calling itself. In this case, it would be recursive if chatgpt called itself over and over until a condition is met

[AdrianRosca-lh]

How is this an "improvement" loop? Looks more like a "random" loop to me.

[mahmoudmuhiz]

"People using AI" will replace you hasn't been more true now.

[haileycollet]

I created a fairly effective workflow for consistent characters (and style). I'll reply to this comment with a link to the gist but yt will probably delete it.

[mirarstudios]

It wasnt an improvement, it was a drift

[Xeronimo]

You're easily impressed it seems.

[brytonkalyi]

+ I believe we are meant to be like Jesus in our hearts and not in our flesh. But be careful of AI, for it is just our flesh and that is it. It knows only things of the flesh (our fleshly desires) and cannot comprehend things of the spirit such as peace of heart (which comes from obeying God's Word). Whereas we are a spirit and we have a soul but live in the body (in the flesh). When you go to bed it is your flesh that sleeps but your spirit never sleeps (otherwise you have died physically) that is why you have dreams. More so, true love that endures and last is a thing of the heart (when I say 'heart', I mean 'spirit'). But fake love, pretentious love, love with expectations, love for classic reasons, love for material reasons and love for selfish reasons that is a thing of our flesh. In the beginning God said let us make man in our own image, according to our likeness. Take note, God is Spirit and God is Love. As Love He is the source of it. We also know that God is Omnipotent, for He creates out of nothing and He has no beginning and has no end. That means, our love is but a shadow of God's Love. True love looks around to see who is in need of your help, your smile, your possessions, your money, your strength, your quality time. Love forgives and forgets. Love wants for others what it wants for itself. Take note, love works in conjunction with other spiritual forces such as faith and patience. We should let the Word of God be the standard of our lives not AI. If not, God will let us face AI on our own and it will cast the truth down to the ground, it will be the cause of so much destruction like never seen before, it will deceive many and take many captive in order to enslave them into worshipping it and abiding in lawlessness. We can only destroy ourselves but with God all things are possible. God knows us better because He is our Creater and He knows our beginning and our end. Our prove text is taken from the book of John 5:31-44, 2 Thessalonians 2:1-12, Daniel 7-9, Revelation 13-15, Matthew 24-25 and Luke 21. Let us watch and pray... God bless you as you share this message to others.