Villan's Hat

Villan's Hat
A live workshop for founders and product teams building AI products to find misuse vectors.
About
What does Villan's Hat do?
Villain's Hat Workshop provides a 2.5-hour live audit for AI product teams to identify and map potential misuse vectors and "worst users" before they are exploited. The service helps founders, CPOs, and Heads of Product proactively protect revenue by understanding and mitigating risks associated with AI product development.
When was Villan's Hat founded?
Villan's Hat was founded in 2026.
What industry does Villan's Hat operate in?
Villan's Hat operates in AI Safety, AI Alignment, AI Governance, AI Testing, AI Reasoning, Foundation Model.
Applied research notes on model internals, representation geometry, attention, and numerical precision.
White Sky develops institutional-grade embodied intelligence, autonomous mission systems, and deployment infrastructure for government, critical infrastructure, and enterprise environments.
Auspere is the security and governance control layer for agentic AI.
Seeing AI from the right angle. Free, open tools, resources, reports, and data that show what AI systems actually do.
Lihuo is developing a runtime constitutional system for generative AI, focusing on governance and responsible AI output.
Something to bend your brain is loading. mindboggling.ai — coming soon.
ShieldTrust is building the security and trust layer for AI that acts on critical systems, enabling control, enforcement, and provable trust for autonomous AI.
AI compliance solutions for EU SMEs, focusing on Article 50 transparency.
An entrant is a company tagged AI Safety whose domain was first registered in the window, counted from registry records in the StartupHub directory. 5 of them registered in the last 30 days. Registry detection runs two to three weeks behind registration, so recent weeks are a floor.
No comments yet. Be the first to share your take.
