Humans Upskill AI
AI Reskills Humans

Humans Upskill AI
AI Reskills Humans

Emergences Labs builds human competency models defining the transformative skills AI cannot distill, and researches how to cultivate human–AI collaborative agency toward individual and collective well-being.

Focus Area

What We Are Building

Architecting human-centric products at the age of AI.

Assessment

Training

Data

Assessment

Resumes lie. Demos are staged. The only way to know is to watch them work.

For Recruiting

We redesign your AI-native roles and assess top talents using real world task evaluations.

Explore NeoWork

For Reskilling

We identify top performers and scale their expertise across your teams.

Explore NeoWork

Training

AI competencies aren't learned from courses. It's developed through deliberate practice on real work.

Explore NeoHuman

For Professionals

Solve real enterprise tasks with AI agents to prove your skills and build a verified portfolio.

For Students

Learn human-AI collaboration by practicing, not passive learning, and unlock your next role.

Data

Expert-curated datasets from real professional workflows.

Explore Data

For Agent RL

Expert-annotated trajectories targeting reasoning, judgement, and collaboration. Training signal for the real world.

For Agent Evaluation

Domain-specific benchmark datasets that measure what automated metrics miss.

Assessment

Resumes lie. Demos are staged. The only way to know is to watch them work.

For Recruiting

We redesign your AI-native roles and assess top talents using real world task evaluations.

Explore NeoWork

For Reskilling

We identify top performers and scale their expertise across your teams.

Explore NeoWork

Training

AI competencies aren't learned from courses. It's developed through deliberate practice on real work.

Explore NeoHuman

For Professionals

Solve real enterprise tasks with AI agents to prove your skills and build a verified portfolio.

For Students

Learn human-AI collaboration by practicing, not passive learning, and unlock your next role.

Data

Expert-curated datasets from real professional workflows.

Explore Data

For Agent RL

Expert-annotated trajectories targeting reasoning, judgement, and collaboration. Training signal for the real world.

For Agent Evaluation

Domain-specific benchmark datasets that measure what automated metrics miss.

LEARN MORE

Talk To A Human

Pushing the edge of human education in the AI era through evaluation.

Schedule A Call

Emergences Labs

Blog

Research

Team

Emergences Labs