Home

Research laboratory · HEC Paris · Hi! Paris
LIFT
Laboratory of Innovation
and Future Transformations

Innovation
& Future
Transformations

Empirical analyses of the impact of artificial intelligence, innovation dynamics and structural transformations of the labor market.

Publications → AI trackers
Key figures
11
Publications
Working papers · Policy papers
05
Interactive trackers
AI · Innovation · Productivity
23
Members & fellows
Directors · Fellows · Research staff · Council
Recent activity
Nov. 2026 Note European science & American AI
Oct. 2026 Note Innovation & catch-up in AI models
Oct. 2026 Note AI spending & open weight
Oct. 2026 Note AI & youth hiring
01 / Publications

Latest publication

All →
Illustration – What American AI owes to European science
November 2026

What American AI owes to European science

Read → PDF

Trackers & Data 02 / Empirical monitoring
Tracker · AI · Jobs
AI diffusion (jobs)
Tracking AI adoption across industries and its impact on employment in France.
Quarterly→ View
Tracker · AI · Science
AI diffusion (science)
Measuring the integration of AI into scientific output and European patents.
Annual→ View
Data · Patents
High-tech innovation
PCT patents in 10 high-tech sectors: EU, United States, China, Japan.
Semiannual→ View
Data · Macro
Productivity
Total factor productivity indicators for the world’s major economies.
Annual→ View
Data · Breakthrough
Breakthrough innovation
Measuring breakthrough technological innovation through international patent data.
Semiannual→ View
Overview
All data →
03 / Network

Partners & supporters

HEC Paris Hi! Paris Île-de-France Region IEI Google Accenture