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 September 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 and method development through the Structural Field explorer, the Port City Hospital Structural Analysis walkthrough, and associated systems.Comparative and operational evaluation.
Cognitive Systems Observability Active research line / proposed standards architectureReference-architecture refinement, the Conditions of Agency explorer, and observability design for effective, authorized action.Calibration, thresholds, domain profiles, and longitudinal evaluation.
AIDE Systems Active implementationsContinued use and refinement of public and internal systems, with inspectable role maps and bounded demonstrations across inquiry, analysis, support, and stewardship.Inspectable demonstrations and bounded evaluation.
Governed Cognition Operating proposition and evolving practiceGoverned Inquiry applies the practice to a bounded question, with explicit framing, evidence, review, and human judgment. The Working Record preserves the basis for continued use.Inspectable worked records, varied applications, and evaluation of whether these conditions improve understanding and judgment.
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. Governed Inquiry now describes how this practice supports a scoped engagement with AIDE. Formal comparative evaluations 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.
Public demonstrations
Working forms now available for inspection.
The current site makes several working forms available for inspection: the Structural Field explorer; the Port City Hospital Structural Analysis walkthrough; Governed Inquiry illustrated through the hospital example; the Conditions of Agency explorer; the Governed Cognition Working Record; and the AIDE Architecture and System Role maps.
These demonstrate how AIDE represents, organizes, and explains its work. The hospital example is fictional and does not claim a measured client outcome. They do not by themselves validate its broader research claims.
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.
View the related record →Governed Cognition
Worked records across consequential contexts that make purpose, authority, evidence, constraints, and revision available for inspection.
View the related record →