Back
YouTube February 15, 2026

Elon Musk explains his 5-step algorithm for running companies

My Thoughts

Elon Musk is a very divisive figure these days, but I prefer not to get into the politics of things and focus on what I can learn from him as one of the great engineering minds of our time. This is a great talk about his five step process he calls the algorithm and is extremely relevant to all us engineers. I think the most common mistake I see in engineers (and I have been guilty several times too), is to over-optimise something that doesn't need to be. Or as Elon states, to optimise something that shouldn't even exist. The power of first principle thinking could never be understated in my opinion.
Watch on YouTube

You might also like

The End of Coding: Andrej Karpathy on Agents, AutoResearch, and the Loopy Era of AI
share

The End of Coding: Andrej Karpathy on Agents, AutoResearch, and the Loopy Era of AI

What happens when AI agents can design experiments, collect data, and improve — without a human in the loop? Andrej Karpathy joins Sarah Guo on the state of models, the future of engineering and education, thinking about impact on jobs, and his project AutoResearch: where agents close the loop on a piece of AI research (experimentation, training, and optimization, autonomously). 00:00 Andrej Karpathy Introduction 02:55 What Capability Limits Remain? 06:15 What Mastery of Coding Agents Looks Like 11:16 Second Order Effects of Natural Language Coding 15:51 Why AutoResearch 22:45 Relevant Skills in the AI Era 28:25 Model Speciation 32:30 Building More Collaboration Surfaces for Humans and AI 37:28 Analysis of Jobs Market Data 48:25 Open vs. Closed Source Models 53:51 Autonomous Robotics 1:00:59 MicroGPT and Agentic Education 1:05:40 Conclusion

Brian Roemmele (@BrianRoemmele) on X
share

Brian Roemmele (@BrianRoemmele) on X

@turbo_xo_ @grok How do we run the Zero-Human Company? The best I can do on Valentines Day, it’s a start: We’re currently running the 21 fine-tuned co-CTOs in the Zero-Human Company. 1. Fine-Tuning Kimi K2.5 & MiniMax M2.5 We do overnight LoRA fine-tunes on our internal cluster (mostly

Todd Saunders (@toddsaunders) on X
share

Todd Saunders (@toddsaunders) on X

Anyone that says “you can’t build production apps” in Claude Code is either lying to themselves to justify their job security or is being willfully ignorant. We need to stop calling it “vibe coding.” That was useful 6 months ago. It’s coding… whether you like it or not. I get