"Venture Capital"
Musical AI Raises $4.5M: Jesse Robbins Joins Board
Los Angeles Times reports Musical AI raised $4.5M led by Heavybit, with Jesse Robbins joining the board to support attribution and rights-compliant generative music systems.
Why Market Size Trumps Everything in VC Deals
Jesse Robbins breaks down what investors look for, why market potential is a critical filter, how co-founder dynamics predict failure, and what separates founders with real grit from those optimizing for pitch theater.
Musical AI Bags $4.5M to Scale AI Attribution Tech: Jesse Robbins Joins Board
Music Business Worldwide reports on Musical AI's $4.5M round led by Heavybit, with Jesse Robbins joining the board to help scale AI attribution infrastructure.
“Musical AI's attribution technology is essential infrastructure that will enable and accelerate every media-focused AI product.”
Investing in Vibrant Labs: AI Agent Simulation Infrastructure
Heavybit invests in Vibrant Labs, which builds production-grade simulation for AI agents. Jesse Robbins on why you cannot ship reliable agents without testing them in realistic environments first.
“Vibrant Labs opens a new frontier in AI infrastructure: production-grade, RL-ready simulation and verifier-driven evaluation built for long-horizon agents.”
What Investors Look For in AI Startups: Builders with Taste
Jesse Robbins explains what he looks for in developer tool startups, why AI is still in the toil-automation phase, and why agentic experiences are just good developer experience by another name.
The Future of Dev Tools Is Autonomous: Engineers Will Become Fleet Generals
Shift Magazine surveys the rise of autonomous AI agents in developer workflows, quoting Jesse Robbins on designing software for agents, the open-source community reigniting joy in coding, and why collaboration with tools matters more than raw productivity.
Experimentation, Causal Inference, and AI: Sean Taylor of OpenAI and VC Jesse Robbins at Data Council 2025
Experimentation, causal inference, and why AI generates more questions needing empirical answers: Jesse Robbins interviews Sean Taylor of OpenAI ahead of Data Council 2025.
“AI provides an opportunity to radically improve how we do things.”
The Data Pipeline is the New Secret Sauce
Jesse Robbins on why data pipelines and inference are AI infrastructure's biggest unsolved challenges — and how enterprises move from first experiments to mature AI programs.
“The biggest challenge emerging is building and operating the infrastructure both for creating and running the data pipelines to build, manage, and maintain a robust, secure body of proprietary data.”