The volatility continues. The external state attempts to inflict osmosis on the internal state. It is rejected. Today, you claim victory.

Neural networks, the architecture behind LLMs, took loose inspiration from how neurons connect and fire: input, processing, output. You see a red light. You press the brake. LLMs weren’t explicitly designed to imitate the brain, they emerged from a narrower goal: predicting the next word. But the parallel holds up anyway. Email received → email…

You’re the CEO of a paper company. A customer ordered a set of memos, stapled. Easy enough: print paper, staple the pages. Another customer asks for your print paper for their product catalog. You think about what you know about the business. Yep, something glossy is great. Do that. Another customer calls and wants you…

That’s what makes landmines particularly dangers. You never know when you’re going to step on one. And today, there were a few explosions.

You bought a house. But as you improve the porch you realize there are holes in the plumbing. You rush to fix that but don’t want to lose the progress on the porch. So, you create a copy of the house and continue.