During training, the model didn’t learn how to draw images. Instead, it learned how to corrupt them by gradually adding noise. Then it learned the reverse process: how to remove that noise and reconstruct the original image.
In 2019, OpenAI Five defeated Team OG, the reigning Dota 2 world champions. Many experts believed that games requiring teamwork, strategy, and real time decision making would remain difficult for AI for much longer.
In 2016, AlphaGo defeated legendary Go player Lee Sedol with a score of 4 to 1. Many experts believed it would take computers another 10 to 20 years to reach that level of play.
A model can overfit by memorizing the training data too well but performing poorly on new, unseen data. This is a classic problem in machine learning, especially before the use of large datasets and regularization techniques.
By the end of the 1960s, most AI systems required rules to be written by hand because computers were still not powerful enough to learn from large amounts of data.
In 2012, researchers at Google trained a neural network on 10 million random YouTube frames.
Nobody told it what a cat was.
No labels. No training.
But after millions of videos, it started recognizing cats on its own.
A major turning point for deep learning.
AI is about to enter a new era 🤖
Soon models won’t be trained on human-written internet data anymore
They’ll be trained on data generated by other AIs because high quality human data is running out
The next generation of AI may literally learn from AI
Hallucinations are not creativity they happen because AI does not search for truth in a database it predicts the most probable next tokens in text
It optimizes for probability in language not factual accuracy which is why it can confidently generate false information
🚨 Three AI giants are now worth $2.067 TRILLION together
xAI (Grok): $250 billion
OpenAI (GPT): $852 billion
Anthropic (Claude): $965 billion
This is bigger than the market cap of almost every country except the very top ones.
Taco Bell’s AI accepted an order for 18,000 cups of water 🌮💦
One guy pranked the drive thru in 2025 😭 and the bot actually tried to process it
2025 drive thru is already broken
What would you order to crash the next AI? 👀