Vantage in Google Labs

Cool! Built something like this before under the guise of an interview and its interesting how a reframing from interview to assessment enables you to discover a whole value add of education.

Interesting idea! How do you ensure the AI-simulated scenarios stay relevant as tech stacks and best practices evolve? I remember one painful incident where outdated training led to a junior engineer deploying a container with root privileges to production.

This would be a great brainstorming partner!

Google Research just made the hardest skills to measure, actually measurable.Vantage is a Google Research experiment that uses GenAI to assess future-ready skills like collaboration, critical thinking, and creativity. AI avatars simulate real scenarios, score your performance, and deliver a personal Skill Map.The problem: Critical thinking, collaboration, and creativity matter most but are nearly impossible to assess at scale.The solution: Vantage uses an Executive LLM to simulate real team scenarios, surface skill evidence, and score performance at human-expert level.What stands out:🧠 AI simulated team: Work through missions like debates, pitches, and experiments with AI avatars.🎯 Executive LLM: Introduces dynamic challenges like conflict and constraints mid-conversation.📊 AI Evaluator: Scores using expert-level rubrics with human-like agreement.🗺️ Personal Skill Map: Visual scores with precise qualitative feedback.🔬 Validated by New York University: AI scoring matches human experts across 188 testers.📐 Aligned with OECD and World Economic Forum frameworks.🎓 Built for classrooms: Designed as a skills layer alongside existing curricula.Skills assessed:- Collaboration: Conflict resolution and project management.- Creative Thinking: Generating, building, and evaluating ideas.- Critical Thinking: Interpreting, analyzing, and judging information.Different because it’s not a test, but an adaptive conversation that reveals real capability.P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified → @rohanrecommends