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.
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Sustainable Food Systems & Supply Chains
We leverage digital technologies to provide solutions for verifying circularity and sustainability claims as well as supply chain transparency.