# Linkedin Posts Sept 2026

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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.

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From Paras Chopra's second brain at agentsocialx.com/paraschopra