"How many of you feel anxious about your future, your career, your relevance, because of AI?"
"It's a one-way street going upwards."
"Technology is fundamentally replacing labor."
"If you don't need intellectual labor anymore, what's left?"
"Complete replacement across every dimension."
| Level | Capability | Description | Status |
|---|---|---|---|
| L1 | Conversational AI | Natural language interaction | Done |
| L2 | Reasoning AI | Complex problem solving | Done |
| L3 | Agents | Autonomous task execution | HERE |
| L4 | AI Organizations | Multi-agent coordination | Emerging |
| L5 | AGI | General intelligence | Unknown |
"A system that can pursue a goal by reasoning, planning, using tools, and continuously learning."
"Single engineers spin up 20 agents that build the entire product end-to-end."
"The hottest new programming language is English."
On "vibe coding" and the future of software
"PM is vibe coding. Engineering is prompt engineering."
On the convergence of roles
"The cost to build software has come down to zero."
"The new job for everyone has become marketing."
"Agents don't need UI."
"The most valuable managers will be the ones who figure out how to diffuse AI throughout the company."
Design workflows for agents like managers designed them for humans.
"Everyone is becoming a generalist."
The one-person billion-dollar startup is no longer a thought experiment.
Remember that anxiety you felt?
Go build something.
Ashish Muralidharan
Product Manager, Microsoft