Blog · Research

The science
of the panel.

Research and writing on AI-led interviews and our proprietary evaluation mechanism — how the VueFlow panel probes, scores, and calibrates signal at scale.

2026 · 05 · 28Evaluation

Inside our evaluation mechanism: scoring signal, not vibes

A look at how VueFlow turns a free-flowing conversation into calibrated, criterion-level scores — and why that beats gut-feel interviewing.

2026 · 05 · 14Research

Can an AI panel interview better than humans?

What the research says about consistency, bias, and depth when a multi-agent panel runs the interview instead of a tired human.

2026 · 04 · 30Product

How the multi-agent panel adapts in real time

Facilitator, lead, and co-interviewer — how the agents hand off and adapt their probing to each candidate's answers.

2026 · 04 · 12India

Building the best AI interviewer for India

Language, accent, and context — what it takes to make voice + video interviews work for Indian hiring at scale.

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