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Notes on agents, architecture, and alignment

How Daiven is built, why it's built that way, and what we've learned about AI agents along the way.

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  • AI04
  • Architecture02
  • Psychology01

The archive · 07 articles

Featured · AI

Why AI Makes a Bad Therapist — and a Worse Companion

Is AI therapy safe? The one trial where it worked needed clinicians to step in 28 times in four weeks. No consumer chatbot has anyone watching at all.

September 19, 2026·Przemek Czerpiński·12 min read
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Text on a black field reading "AI therapist knows every technique. It cannot hold the one thing that works," with the word "hold" set in indigo.
  • Two lines of text on a near-black field. "A task needs memory that forgets." Below it, larger, "A self needs memory that asks," with "asks" in indigo.

    Architecture

    AI Agent Memory for a Self, Not a Task

    Most AI agent memory extracts facts, keeps the newest and expires the rest. Right for a task. For a record of a person's values, each default reverses.

    September 29, 2026·Przemek Czerpiński·8 min read
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  • Thumbnail reading "That's a strong instinct — said your AI, about your worst idea."

    AI

    Why Does AI Agree With Everything You Say?

    Why does AI agree with everything you say? The training, the psychology, and the product incentive behind AI sycophancy — and what the agreement costs you.

    September 15, 2026·Przemek Czerpiński·9 min read
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  • Text on an off-white field reading "It didn't get a fact wrong. It got you wrong," with the word "you" set in indigo.

    AI

    AI Hallucination: Why Models Make Things Up About You

    AI hallucination about a person works differently from an invented citation. Nothing external corrects it. What causes it, and what removes the cause.

    September 7, 2026·Przemek Czerpiński·10 min read
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  • Two stacked bands. The upper reads "learns how it speaks." The lower reads "cannot learn what it says."

    Architecture

    AI Memory: Why Assistants Learn to Agree With You

    Most AI memory is one file that only grows. What that costs, why an assistant that learns from you drifts toward agreeing, and how Daiven fences it off.

    August 27, 2026·Przemek Czerpiński·10 min read
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  • A large quoted question reading "What do I think?" with a smaller line beneath it stating that it is not one question.

    Psychology

    The Psychology of Staying Aligned With Yourself

    You already know what you value. Why staying aligned with it is harder than it sounds, where the other voices came from, and why AI settles the question wrong.

    August 12, 2026·Przemek Czerpiński·7 min read
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  • Two panels side by side. The left, on off-white, reads "chatbot answers." The right, on black, reads "agent acts."

    AI

    What Is an AI Agent? Meaning, Skills, and Limits

    An AI agent is a chatbot that acts. What that changes, what agent skills are, and the five questions worth asking before you trust one with anything.

    August 12, 2026·Przemek Czerpiński·8 min read
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