Work
Selected work shows the question investigated, the evidence examined, and the reasoning behind the conclusions.
Portfolio
A review of what benchmark results establish, where workplace prediction remains uncertain, and how source verification changes the conclusion.
Research memo, 25-claim evidence matrix, source map, and verification notes.
Read the case studyWhat Controlled Tests Establish About Capability and Reliability
A five-source synthesis examining what benchmark scores support, what aggregate results leave unmeasured, and what further evidence is needed before testing expands into operational use.
What to expect
Each sample identifies its scope, presents the findings, and provides a source trail. Limitations and unresolved questions appear with the conclusions.
Both pieces are independent demonstrations. Neither is presented as commissioned client work.
Read the research method