ai / technology
My Latest Crazy AI Project
My latest AI project: building a model to predict how my posts will perform. Here is what I am creating and why.
Transcript
0:00I'm an AI engineer and I successfully created one of the world's first AI
0:04trading platforms and today I'm creating a new AI agent that will make me
0:09go viral on TikTok
0:11If you're a software engineer and you're struggling to find these big tech projects
0:15that actually make you stand out amongst the crowd then stop and save this
0:20video So for context I've been posting on TikTok Instagram
0:24YouTube and X for a little over three years and I've also written a
0:29bunch of articles on my medium
0:32I'm using all of that data the raw videos the images within the articles
0:37the converting the gifs using all of that data creating embeddings for all that
0:43data and I'm going to train a model to try to predict what videos
0:48are going viral based on their video or their written article embeddings
0:54I'm going to train several types of models including a causal transformer and also
0:58a GRU The reason why I'm training these is because I think virality has
1:03some sort of sequence dependency
1:05If you're creating many videos in a series then that can affect the videos
1:09that came before it This is unlike something like an image model that you
1:14use to generate images It doesn't really like change over time but I think
1:19some sort of recurrent network makes the most sense So I basically spent over
1:2450 just telling Codex to take all of my data
1:30take all of my TikToks all my YouTube videos all my X posts all
1:34my Instagram posts all my articles everything Take all that data and then it's
1:39going to perform feature extraction
1:42Once feature extraction is done I'm going to train my own model to predict
1:47if I give
1:49it a transcript
1:50is this likely to go viral And I'm going to test it and compare
1:54it to the state of the art models like Opus 5 5 and dbt
1:576 1 Solve And my hope is that my custom model does a better
2:02job at predicting virality than these models and I can use it directly within
2:08my platform sort of like a critic Like if you think of a reinforcement
2:12learning agent it's like the critic in the actor critic framework I can give
2:16it the video see if it's going to go viral and then iterate until
2:19it says yes I eventually hope to even make a generative model I can
2:23generate scripts that can make me go viral generate articles that make me go
2:28viral And I'm going to be using the AI workflow that I've created for
2:31creating videos and use that workflow to just push out a whole bunch of
2:37viral content
2:38It's also going to perform
2:39offline data analysis to see what are the hooks that work what are the
2:43things in the videos that I say that tend to make the video go
2:47more viral So when I initially
2:49that way I don't have to continuously train the model I can train the
2:52model once then use some sort of other offline analysis for virality I'm extremely
2:56excited about this project So excited that I didn't even do my traditional editing
3:00I just wanted to put this video out on TikTok
3:02Let me know if you have any questions down in the comments
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