Research and development
Research and development
Beyond words?
The possibilities, limitation, and risks of large language models
The public release in November 2022 of ChatGPT, a large language model (LLM) from OpenAI, was met with both amazement and alarm. Since then, we have seen astonishing developments with new models and use cases popping up across all domains of society. Here, we briefly explain what LLMs and GPTs are, describe their strengths and weaknesses, and discuss the associated opportunities and risks.
Research Review 2022
Balancing the energy trilemma
Our Research Review 2022 provides an overview of the main long-term strategic research projects from this year.
Energy Transition Outlook 2022
DNV’s annual Energy Transition Outlook presents the results from our independent model of the world’s energy system. It covers the period through to 2050 and forecasts the energy mix, supply and demand globally and in 10 world regions.
Group Research and Development programmes
New knowledge in our industries' key technology areas with long term impact
Maritime
Contributing to safer, smarter and greener shipping.
Power & Renewables
Industry-leading competence, methods and tools on future grids and storage.
Oil & Gas
Safer, smarter E&P for today, while preparing for the energy mix changes of tomorrow.
Healthcare
Focusing DNV’s expertise to improve safety and quality in healthcare by enabling precision medicine in clinical work.
Digital Assurance
Autonomous systems and big data analytics of sensor data for safer, better operations.
Ocean Space
Positioning DNV at the forefront of new ocean industries.
Artificial Intelligence
Build intelligent solutions. Apply for real-world impact. Benefit customers across sectors.
Energy Transition
Our long term forecast of the energy transition and the implications for our industries.