Deep Dives

Long-form investigative reports on AI safety. Expanded research access is planned after entitlement services are deployed.

Research preview15 min read

Twelve AI Failures That Shaped Modern Risk Thinking

A concise field guide to recurring failure modes.

From legal hallucinations to autonomous vehicle failures, the same risk patterns appear across domains.

By MisalignAI Research Team · May 16, 2026
Research preview15 min read

The Frontier Model Evaluation Landscape in 2026

A deep analysis of how frontier models are evaluated — and why the evaluation gap is the real bottleneck.

From HELM to SWE-bench, the evaluation ecosystem is fragmented. This report maps the benchmarks, identifies the gaps, and proposes what a unified safety evaluation should look like.

By MisalignAI Research Team · June 16, 2026
Research preview16 min read

AI Agent Safety: The New Frontier of Risk

When models gain tools, the risk surface explodes. This report examines the safety challenges of agentic AI systems.

Agentic AI is the most consequential deployment trend of 2026. It is also the least understood from a safety perspective. This report examines what makes agents different — and what safety frameworks are emerging to address them.

By MisalignAI Research Team · June 16, 2026

Deep Dive Research Roadmap

Expanded research access is planned after billing and entitlement services are deployed.