In September 2026 I published a series of informal LinkedIn posts that capture my latest experiments, observations, and speculative ideas about AI agency, economics, education, and emerging tech trends.
Instinct is 14 people, $10bn valuation, growing at 10% per day.
This is GPT-6 Astra playing VizDoom at 35 fps.
Instead of playing the game directly, I asked it to train a small CNN (12k parameters) + code to play the game, observe failures and iterate until it could win this level.
Claude 5.5 is crazy good with animations.
Jev scores 0%, suggesting that not only questions are processed in parallel, perhaps options are processed in parallel too.
Flip homework. Have students learn at home with an AI, but have them attempt a pen-and-paper “homework” in the class daily.