EVIDENCE & RESEARCH

Evidence & Research

Pilot findings, research analysis, and the evidence base for conversation-based assessment.

The 88% Problem: Why Detection Fails and Verification Works

AI detection tools report up to 88% false positive rates on non-native English writing. We examine why the detection paradigm is fundamentally flawed and what verification offers instead.

Research Briefs

Oral Assessment in 2026: From Manual Vivas to Adaptive Conversation

A review of the research landscape for oral assessment, from traditional viva voce to AI-guided adaptive conversations, and what the evidence says about efficacy and fairness.

Industry Analysis

Assessment Designed for Students: Beyond Surveillance

How the surveillance model of academic integrity harms students and why conversation-based verification offers a more ethical, more effective alternative.

Research Briefs

Professional Competency at Scale: The Case for AI-Guided Conversation in Healthcare Education

Healthcare education faces unique assessment challenges at scale. We explore how adaptive conversation can verify clinical reasoning and professional competency.

Want to contribute to the evidence base?

We're looking for research partners and pilot institutions to help build the evidence for conversation-based assessment.

Join as a Pilot Partner Research Collaboration