Research & Insights

Deep dives into AI security, policy, and the future of trustworthy AI systems

Oct 29, 2025

guardrails krnel-graph case-studies

Building Custom AI Guardrails, Krnel style

For: Agent Developers & AI Safety Teams

Learn how to build faster, cheaper, and more accurate guardrails by reading your model's internal state - no separate guardrail model required.

Oct 21, 2025

krnel-graph ai mechanistic interpretability

For: Agent Developers and MLEs

An open framework bringing representation engineering out of research notebooks and into production.

Aug 18, 2025

ai fundamentals biases

For: General

Role of Bias

Jul 13, 2025

ai fundamentals switch

For: General

Simple Inputs, Complex Core → Complex Inputs, Simple(r) Core

Jun 09, 2025

guardrails evals

For: AI Security Teams & Agent Developers

Not all guardrails are created equal.

May 12, 2025

intro fundamentals

For: AI Leaders & Technical Founders

Model Internals Is All You Need