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.

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.
Platform
Bare AI
Zero-retention consumer AI.
Patent
Randomized deletion
Ephemeral meeting intelligence. Four primitives.
Glossary
Dataless LLMs
Models that cannot keep.
Latest writing
All notes2026-07-14
Why Zero-Data-Retention Is an Architecture, Not a Policy
Retention promises live in contracts. Real privacy lives in the system design — here is how we enforce it at the infrastructure layer.
2026-05-02
Randomized Deletion as a Primitive
A short technical note on why non-deterministic pruning schedules make ephemeral meeting intelligence resistant to reconstruction.