David Manuel

PhD student in Clinical Psychology

University of British Columbia

My research is oriented toward better understanding and preventing suicide. Currently, I am focused on which paths to feeling connected to being alive most buffer against suicide risk.

I also read and think about metascience, measurement, inference, AI and technology more broadly, and the political economy of ideas, especially in the social and behavioural sciences. I write about these topics on my blog, Many Ways to Meliorate.

The throughline between my research, clinical work, and writing is my interest in helping people find specific, tangible positive possibilities they did not think or believe were available to them.

More broadly, I believe in meliorism and am interested in how to tap into excellence and develop phronesis.

David Manuel seated in his workspace
  1. 2026 Essay
    If the robot always agrees

    Flattery as a failure mode in AI therapy.

  2. 2025 Essay
    How come AI gives us information but no insight?

    Recursion, forgetting, and long-loop RLHF could help, but at what cost?

  3. 2024 Essay
    Will AI unlock latent demand for psychotherapy?

    A lot more people might get exposure to therapy through an AI.

  4. 2024 Essay
    Do firearm norms explain the variation in interstate teen suicide deaths?

    They clearly matter, but we need a multifactorial explanation centred on capability.

Right now I’m extending my thesis into a series of papers and revising a paper on psychological pain.

I’m also doing coursework on World Models in Natural and Artificial Intelligence, completing a practicum in CBT for youth, and working on several essays outside my formal research program.

Updated August 2026.