Diana Hu

“we used to only have about 5% of the companies... be solo founders. And now we're over 18, 19%”

“GPUs from NVIDIA, let's say like an A100 GPU per hour is actually appreciating in cost”

“all the YC companies that are using physical intelligence as models to deploy robotics, they're all fine-tuning the Pi models”

“Some companies can achieve this by spinning up small internal skunk work teams that can build AI-native systems from scratch, separate from the core business. Mutiny is a great example of this.”

“This is how you achieve the 1,000x engineer that Steve Yege talks about by surrounding a single engineer with a system of agents that enable them to build things they would have never been able to build before.”

“The way to think about AI is that it should not be a tool your company just uses. It should be the operating system your company runs on. Every workflow, every decision, and every process should flow through an intelligent layer that is constantly learning and improving.”

“If you have an agent that has access to your linear tickets, all your Slack engineering channels...”

“If you have an agent that has access to your linear tickets, all your Slack engineering channels, all customer feedback from emails or tools like Pylin and GitHub...”

“Their end goal was a system that essentially eliminated the need for a human to write or review code. And so, they built their own software factory where specs and scenario-based validations drive agents to write, tests, and iterate on code until it meets a probabilistic satisfaction threshold. And it works.”

“Jack suggests every company will have three employee archetypes... The first is the individual contributor or IC... Second is the DRI, the directly responsible individual... The third is the AI founder type.”