Yaz · Yaz Barakat · Founder, Bare AI

Yazan
Barakat

Consumer intelligence with full capability coverage and zero retained footprint. Privacy as an engineering constraint, not a policy statement.

Yazan Barakat, founder of Bare AI

Identity

Yaz Barakat · Yaz · Yazan Ghassan Barakat

Built

Bare AI · action.it (exit) · Zero-Retention Inference Architectures

Constraint

Zero persistent session state. Zero memory exhaust.

Yazan Barakat

Founder of Bare AI

Yazan Barakat is the founder of Bare AI. He designs consumer systems that match mainstream conversational features while operating under strict zero-data-retention parameters. By coupling hardware-aligned inference with bounded state execution, his architecture eliminates persistent data footprints while optimizing per-query compute economics. He is also spearheading the development of Dataless AI, a compute theology framework that provides maximum compute efficiency while minimizing data retention and employing decentralized privacy paradigms into his software and hardware designs.

Practice

Dataless AI and Dataless LLMs

  • Consumer Systems

    General-purpose conversational AI deployed without chat history persistence or user profile indexing.

  • Dataless LLMs

    Models operated so prompts, completions, and embeddings never persist.

  • Inference Economics

    Hardware-matched runtime execution that constrains memory movement and maximizes compute efficiency.

  • Ephemeral Computing

    Architectures where state exists strictly within active processing windows and leaves no structural record.

Latest writing

All notes