MSDINTERNATIONAL← Home Discover MSD ⌄From AI and robotics to islands, yachts, specialist partners and new business models. Choose your entry point – and discover what lies behind it.
AI, robotics & futureFuture · Die Firma aus Systemen10,000 AI agents as a scaling target, networked tasks and an interactive estimator.
↗
AI, robotics & futureRobotics · 10 platformsManufacturers, capabilities, interfaces and integration tasks.
↗
MSD Direct & MarktplatzMSD Direct · Das PortalPeople, opportunities, way of life.
↗
MSD WORLDSiteWarden · Robotics LabGripping, sensor technology and physical AI – planned experimental programs.
↗Die Übersicht wird geladen.
MSD / Gegenbefund / RESEARCH EDITION
Acemoglu and Restrepo examine historical US labor markets with varying exposure to industrial robots and find negative local employment and wage effects.
Jetzt eintauchen ↓RECHERCHESTAND 12.11.2026 · FAKTEN + EINORDNUNG + SZENARIENWirtschaft & Arbeit
External research · MSD classification
Keine Behauptung eines eigenen Versuchs.
01 / EINORDNUNG
Local historical effects are not identical to global net effects or a forecast for German operations in year 2035.
A transformation strategy requires new activities, qualifications and demand. Technical efficiency alone does not answer the distribution question.
This derivation is an editorial recommendation from MSD. It is not a further result of the study cited.
Acemoglu & Restrepo · NBER 23285 · Publikations-/Bezugsjahr 2017. Recherchiert am 12.11.2026.
Read primary source ↗External research, not an MSD customer reference. We will only publish our own experiments with their setup, date, measurements and documented failed attempts.
02 / LINKS
5,179 Support staff form the basis of the NBER working paper. With assistance, the number of issues resolved per hour increased by an average of 14%. New and less experienced forces particularly benefited.
Brynjolfsson, Li & Raymond · NBER 31161The refined ILO index examines which occupational activities could be exposed to generative AI. It assesses technical exposure, not actual decisions to cut jobs.
ILO · Working Paper 140Brynjolfsson, Rock, and Syverson explain how complementary investments in organization and knowledge can delay the measured benefits of an enabling technology.
NBER · Productivity J-Curve