R&D Lab / Narrative Technology

Systems you can see thinking.

Interactive worlds and working agent experiments offer an unusually useful place to examine orchestration, coherence, and failure in context.

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Research and collaborations

From experiments to evidence.

Selected publicly documented initiatives; partner-reported metrics are credited to their source.

Shared IP · Owl's Ledge

SkillsTrek: Starship Agency LXP

Immersive workforce learning in a narrative universe, co-created with Trish Uhl. The SkillsTrek Mission Runner coordinates multiple model-driven crew roles through L.O.R.A.

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Interactive evaluation

The Disconnected Frontier

A speculative storyworld that also functions as an LLM text-game evaluation sandbox—useful for probing state tracking, narrative continuity and reasoning failures.

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Transparency & observability

TEVV in the open

Practical evaluation walkthroughs with Owl's Ledge put testing, evaluation, verification and validation in view through interactive simulations.

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Agentic architecture

The WEASEL Orchestrator

A small, inspectable agent system built around skills, tools, state, stopping rules, execution loops, and traces. Its mechanics inform the Learn Agentic AI book.

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Owl’s Ledge publishes demonstration metrics for the SkillsTrek Mission Runner. They are collaborator-reported, not independently benchmarked results.

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Show, don't just tell

Have a system to test or prototype?

Let's discuss the right prototype, simulation or evaluation environment for the question you need answered.

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