Researching and building foundations for semantic technologies and intelligent systems.

Logorythmus is an open research and engineering organization focused on the foundations, methods, and infrastructure of semantic technology.

Our work explores how meaning, context, evidence, behavior, and computation can be represented, evaluated, and connected across intelligent systems.

This organization serves as the long-term home for our research, open-source projects, technical frameworks, experiments, and future products.

We are building toward a broader foundation for semantic technologies rather than a single application or product.

Our work may span areas such as:

• semantic systems and infrastructure
• AI and agent evaluation
• behavioral and evidence-based measurement
• context and knowledge representation
• interoperability between intelligent systems
• reproducible research infrastructure
• open protocols, tools, and technical frameworks

Each repository may address a different part of this landscape, while remaining connected to the broader research direction of Logorythmus.

SemantIQ is our first major open-source research and engineering initiative.

It focuses on evidence-grounded behavioral evaluation infrastructure for AI models and agents, with an emphasis on reproducibility, provider neutrality, observable behavior, and structured evaluation.

SemantIQ is one implementation path within the broader research program of Logorythmus — not the boundary of it.

We aim to distinguish clearly between:

research → hypothesis → experiment → evidence → implementation → evaluation

Ideas may begin as research and experiments before becoming stable frameworks or products.

Accordingly, repositories within this organization may have different maturity levels, scopes, and release policies.

Where practical, we develop our research infrastructure, specifications, benchmarks, and tools openly.

Individual repositories define their own:

• licensing terms
• contribution policies
• maturity and release status
• security boundaries
• supported integrations
• experimental limitations

Logorythmus is intended to remain the persistent home of this work as individual projects evolve.

Projects may change. Implementations may be replaced. New research directions may emerge.

The underlying objective remains:

To develop rigorous foundations for technologies that can represent, connect, evaluate, and operate on meaning and context.

Logorythmus
Semantic technology, from research foundations to working systems.