Back to technology

Knowledge partner

Berge Kyber Engines ENK

Method, professional grounding, and practical experience with personal AI assistants, knowledge engines, and customer-controlled use of owned data.

RoleBerge Kyber Engines ENK contributes knowledge direction for private AI and knowledge architecture.

PrincipleCustomers should keep control of their own data, their own sources, and how AI is used in practice.

White Paper

Clawdius White Paper

Describes the foundation for a private AI assistant: local control, personal knowledge architecture, long-term continuity, and safe handling of sensitive data.

Open White Paper

Professional background

  • Beyond Memory, Toward Continuity

    An essay on why archives, search, and chat are not enough on their own. It argues for private cognitive infrastructure that can preserve context, method, judgment, and unfinished threads over time.

  • The Tale of the Bespoke Knowledge Engine

    An early vision text for a bespoke knowledge engine: a user-oriented scaffold for collecting, structuring, and keeping knowledge alive as a guide, not just storage.

  • The Ouroboros Cycle

    A framework for cyclic knowledge work: curiosity, hypotheses, collection, application, reflection, and refinement as a repeatable flywheel.

  • Foresight Intelligent Cooperation Workshop 2023

    Foresight Institute's 21 September 2023 workshop on intelligent cooperation. The page serves as the workshop recording and context for the working group below.

  • Working Group 6: Personalized AI Assistant

    A working group on personalized AI assistants, privacy, local fine-tuning, differential privacy, testing, bias, user preferences, and legal/fiduciary questions.