Consulting & speaking

Clear thinking for teams building with AI.

I help technical leaders, researchers, and organizations understand what language models can do, where evaluations can fail, and how to build more reliable AI systems.

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01

Talks

Accessible, research-grounded talks for technical teams, leadership groups, conferences, and general audiences.

  • When AI knows it is being evaluated
  • Backdoors and hidden behavior in language models
  • How to evaluate autonomous AI agents
  • What today’s AI systems can—and cannot—do

02

Training

Hands-on sessions that give teams shared concepts, practical methods, and concrete next steps.

  • Designing useful and robust LLM evaluations
  • Red-teaming models for hidden failure modes
  • Building and benchmarking language-model agents
  • AI literacy for technical and non-technical teams

03

Advisory

Focused support for consequential technical and strategic decisions involving language models and agents.

  • Evaluation and reliability strategy
  • Agent safety and deployment readiness
  • Research roadmaps and experiment design
  • Independent review of AI claims and results

Formats

Designed around your context

Talks30–60 minutes
WorkshopsHalf or full day
AdvisoryFocused or ongoing
CustomBuilt for your team

Let’s work together

Tell me what your team is trying to understand or build.

I’ll suggest a format that fits your audience, goals, and level of technical depth.

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