01
Research agenda
In preparationFinancial Reasoning Under Regulatory Constraints
A research programme for measuring whether financial AI systems can connect an answer to evidence, policy and an accountable decision path.
Publications
Research should reveal what is known, how it is known and what remains uncertain.
Our archive separates published work from drafts, specifications and active research agendas. Each entry carries an explicit status.
Archive · 2026
All work 4Research agendas 1Methods 1Applied research 1Benchmarks 1
02
Methods note
In preparationBeyond Answer Accuracy: Evaluating the Decision Trace
A proposed evaluation structure for separating evidence retrieval, policy adherence, calculation and final recommendation quality.
03
Applied research note
In preparationHuman Approval as a System Component
An examination of where human judgement adds control, where it becomes ceremonial and how agent interfaces can preserve real accountability.
04
Benchmark specification
Protocol designA Multilingual Evaluation Set for Financial Instructions
Design principles for testing terminology, numerical reasoning, ambiguity and policy-sensitive instructions across Turkish and English.
Publication policy
No paper theatre.
A title on a website is not a publication. Public entries will identify their review status, evidence base, limitations, authorship and available artifacts. Forthcoming work remains labelled as such until released.