Research · Approach
How ASR Lab reasons through science.
Our scientific approach is organised around a small number of principles. They guide how we design and review our work.
Principles
Six principles that organise our work.
These principles apply to CIRRA, to FDE engagements, to programmes, and to every other research activity at ASR Lab.
Context determines the question
The same evidence means different things in different biological contexts. We treat context as a first-class input, not a footnote.Evidence shapes belief
Beliefs are calibrated, not asserted. We distinguish between observed, inferred, supported, contradicted, and abstaining states.Experimental reality supervises learning
The experiment is the ultimate supervisor. We update beliefs based on what the experiment actually showed, not what we hoped it would show.Uncertainty is visible
Claims carry their provenance, evidence grade and confidence.Human review is part of the architecture
Scientists can inspect, question and reproduce conclusions. The system supports human review; it does not replace it.Negative results are knowledge
What did not work is as important as what did. We capture negative results, failure modes, and adoption behaviours.
See it in practice
See the approach in action.
CIRRA is the clearest expression of these principles — a reasoning system that compounds scientific capability over time.