Vipul Ved Prakash
Kimi K3 represents a momentous achievement in open weights model development
Cursor AI represents one of the largest LLM workloads in the world
AI models are good enough to find and exploit zero-day vulnerabilities
AI models will commoditize to various degrees, becoming a large competitive market rather than exclusive products.
When the model layer commoditizes, spending shifts to inference, data, tooling, and applications rather than disappearing.
Labs with newly baked models could use them for vulnerability detection, or this could make a great startup
Using newly trained models for security fuzzing would make a great startup opportunity
AI-powered security fuzzing would make a great startup opportunity
AI-powered vulnerability fuzzing would make a great startup opportunity
Labs with newly trained models could use them for vulnerability discovery, and this would make a great startup opportunity
Labs with new models could use them for proactive vulnerability discovery, or this would make a great startup opportunity