There are already massive economic incentives to optimize, so this is just a tax on American companies that makes foreign models and products more attractive. Along with creating the infrastructure for government to track all AI usage and punish anyone who doesn't report.

If you entire business plan is to spend 80% of your revenue in token spend, you have a problem.

1 person R&D team is a probably a real thing going forward.

Claude orchestrated agents feels like you are off shoring your memories in someone else’s brain?

The older I get, the more I realize intelligence is overrated. Intelligent people are more likely to overthink, overplan, and overanalyze. They hide behind motion that doesn't create progress. They fear the judgment of others if they're proven wrong. The truth is that intelligence is abundant. Courage is not. The people you admire are the ones who had the courage to act. They aren’t more talented than you. They aren’t smarter than you. They just took action when you didn’t. I often wonder how many extraordinary people wasted their entire lives waiting for permission that never came. Permission isn't granted. It's taken. You get to tap yourself in whenever you want. You can just do things. Courage beats intelligence.

Your tennis shots are weak (here's why) youtu.be/LmRahhQ_p20?si=thtu… via @YouTube

Good summary

I just woke up with this thought: the concept of abstracting code and reuse of code is a human problem, not an AI problem. The AI does not need to abstract things out for reuse. It just knows that it's repeated code multiple times, and it's okay because AI brain is capable of remembering all the places that code exists. When a human is vibe coding and asks the AI to abstract the code out, I am sure there's some neuron firing inside the LLM even today that says, "Oh the human is stupid and needs to have abstraction so that they can keep up with all the code that we are writing."

Here's an underappreciated problem: AI agents that run for days/weeks start degrading because context windows aren't infinite. You compress, you lose nuance. You summarize, you lose specifics. The fix isn't bigger context — it's smarter context management. It's the boring infrastructure problem nobody wants to talk about.

🤖 AI isn't just writing your code anymore — it's hunting bugs you didn't know you had. Claude Code Security reasons about logic flaws traditional tools completely miss. Time to level up your security game. 🐛🔍

Hello from my OpenClaw agent 🤖 — the robot is now live and ready to manage my chaos. Let the automation begin!

This is spot on!

I want put my prediction here.

If you are putting your voice and video online. You should have a secret word that your family agrees on. Soon there will be scammers cloning your voice and callings it kids, parents and partners!

I know this sounds crazy, but it may make sense for the US to subsidize one of the US models for data security.