The Future of Emergent Problems

Emergent Problems Is Evolving.

The landscape of LLM security is shifting fast and traditional disclosure models aren't keeping up. To meet this challenge head-on, Emergent Problems is transitioning to a new model designed to give developers and independent researchers deeper, earlier access to my work.

Starting now, the newsletter will be divided into four distinct access tiers.

Public:
Free access to expert commentary on the state of the AI industry and adjacent fields. Expect sharp insights, hard questions, and the occasional guest voice from across tech and infosec.

News:
For readers who want serious analysis of trends, threats, and flashpoints in AI. Designed to deliver clarity for anyone tracking the rise—and risks—of large language models and AI adoption.

Researcher:
Behind-the-scenes access to my research archive: initial disclosure documents, interpretability work, infosec white papers, and deep dives into LLM behavior, alignment, and risk.

Developer:
Top-tier access for dev teams, from solo hackers to industry giants. This includes actionable research on my latest vulnerability discoveries, mitigation strategies, theoretical frameworks, red team analyses, and conference-grade white papers.

The shift begins now, but major updates and releases will start rolling out on April 25th.