Structured Reasoning
Defined comparisons that distinguish the contribution of a field representation from model capability, prompting, and workflow design.
View the related record →Public program record
Current Work
A dated public record of what is active now, what is in use, and what evidence is being prepared next.
Program record
Current state as of July 2026.
AIDE Research contains active programs, frameworks, and implementations with distinct roles. This record states their present focus and the next evidence needed to advance each line.
LineCurrent stateActive focusNext public evidence
Structured Reasoning Active research programTheory, method, and field-based use across SCT, SCF, Structural Analysis, and associated systems.Comparative and operational evaluation.
Cognitive Systems Observability Active research line / proposed standards architectureFramework refinement, observability design, and the conditions of effective, authorized action.Calibration, thresholds, domain profiles, and longitudinal evaluation.
AIDE Systems Active implementationsContinued use, refinement, and bounded demonstrations across inquiry, analysis, support, and stewardship.Inspectable demonstrations and bounded evaluation.
Public record
What is public, and what remains in development.
Archimedes and the four Cognitive AIDEs are publicly available as Custom GPTs. Roger and Knowledge Stewardship remain internal AIDE capabilities. Research frameworks, methods, system roles, and stated evidence boundaries are public; formal comparative evaluations and many demonstrations remain in development.
Operational use, a public system, or a developed framework does not by itself establish a broader research claim.
This page is revised when a material change occurs in active status, public availability, maturity, or evidence. Public claims and consequential updates remain subject to human approval.
Next public evidence
Planned evaluations and demonstrations.
These are evidence-bearing next steps, not new statements of the research questions.
Cognitive Systems Observability
Calibration work for indicators, thresholds, and change patterns in defined system contexts.
View the related record →AIDE Systems
Inspectable demonstrations connecting a consequential problem, human authority boundaries, system activity, artifacts, and unresolved questions.
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