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About Guth Labs · AI assurance

AI you can inspect.

Guth Labs is building assurance into AI: visible sources, clear permissions, and records of what happened. That foundation shapes our work on persistent agents, memory systems, and more affordable ways to use AI.

What we build

Assurance is the foundation.

Guth is our work toward an agent you can return to, with useful memory you can inspect and correct. We want people to build their own persistent agents, choosing their job, tools, knowledge, and permissions.

Our supporting research covers local models, choosing the smallest capable model for a job, and indexes that help agents find and reference useful websites, documents, and tools. These programmes are in development; each product page describes its current availability.

Guth for Business brings that direction to team workflows. Our Search & AI Visibility service has a separate focus: helping businesses make their public information easier to discover.

How the work is approached

Show what works.

Capable systems deserve strong claims only when evidence supports them. That changes how products are designed, tested, and explained.

SourceKeep important conclusions connected to the material they came from.
ControlDecide what an agent can do and what needs your approval.
HonestySay what is working, what is planned, and what remains unproven.

The company

Guth Labs is a software company in active development.

We are building and evaluating the systems described here. Public product availability, platform support, and service scope are still developing.

AI should be useful, understandable, and under your control.

Tell us what you’re building.

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