How can systems pursue objectives across multiple steps, sessions and interruptions without losing context or control?
RESEARCH
Understanding intelligence by building with it.
Valhalla Protocol investigates the capabilities, limitations and architectures of intelligent systems. We study how agents reason about objectives, use tools, retain context and coordinate work — and what it takes to make these systems reliable in practice.
AREAS OF INVESTIGATION
The problems behind intelligent systems.
Our research spans the components of intelligent systems and the relationships between them. The questions are technical; the goal is to understand what works, where systems fail and what needs to change.
What can current models reliably do, where do their limitations emerge, and how should systems account for them?
How do models, tools, memory and policies interact when combined into a working system?
How can independent agents and tools coordinate toward a shared objective while preserving clear responsibilities and boundaries?
What runtime, execution, state-management and verification mechanisms make intelligent systems dependable?
RESEARCH OUTPUTS
Evidence before claims.
Research should produce more than ideas. As the programme develops, this page will feature technical notes, experiments, evaluations and findings that can be examined on their own merits.
No research artefacts have been published here yet.