Skip to content
Google Research·· 2026-04-14

Towards developing future-ready skills with generative AI

Towards developing future-ready skills with generative AI

AI summary

Google released Vantage, a research experiment using generative AI simulated conversations to assess future skills such as problem-solving and collaboration in school and university students, with English registration open on Google Labs. An Executive LLM dynamically guides dialogue and an AI Evaluator scores against rubrics. A study with New York University involving 188 US participants aged 18–25 found AI–expert scoring agreement close to agreement between two human experts.

Selection record

Not admittedSum of both 94 < twice the threshold 120

Source tier
Official, first-hand; this tier's threshold is 60
Pre-filter
passed:生成式AI评估未来技能,含模型与实验

A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.

Source: Google Research · research.google