5 posts
Human-in-the-loop: designing approval gates and human oversight in AI workflows. Automating routine tasks while keeping critical decisions controlled.
How does AI assist in generating research hypotheses in 2026? Analysis of methods, limitations, and the researcher's role in the verification loop, with concrete examples.
AI supports the creative process in 2026: generating variants, pattern analysis, overcoming blocks. But evaluating value and originality still belongs to humans.
How to build a real partnership with AI in research by 2026? Division of labor, checkpoints, and explainability that determine the credibility of results.
How is AI transforming the role of researchers in 2026? From literature review to hypothesis generation: where does the assistant end and human responsibility begin.
Why human oversight isn't a brake on automation but its condition. Human-gate, explainability, and AI Act in one architecture.