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Perspectives on AI/ML startups, deep-tech venture building, and the intersection of academic research and entrepreneurship.

Why Physics-AI Simulation Changes Startup Validation Forever
Physics AI·5 min read·2026-02-10

Why Physics-AI Simulation Changes Startup Validation Forever

How neural network-based physical simulations on Google AI supercomputers and NVIDIA Cosmos are replacing traditional MVP testing for deep-tech startups.

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From PhD to Founder: The Researcher Spin-off Playbook
Researchers·6 min read

From PhD to Founder: The Researcher Spin-off Playbook

A practical guide for university researchers looking to commercialize their AI/ML research through the SCombinator accelerator program.

March 2026 Batch: Applications Now Open
Batch·4 min read

March 2026 Batch: Applications Now Open

SCombinator's March 2026 batch is accepting applications. Here's what we're looking for and how to apply.

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