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What are the most significant trends in artificial intelligence that are expected to shape the landscape in 2021
The AI Index Report 2023 has identified several significant trends in artificial intelligence that are shaping the landscape in 2021. One of the key trends is the increasing use of foundation models, which are large-scale models that are trained on a broad data set and can be fine-tuned for a wide range of tasks. The report also highlights the importance of the geopolitics of AI and the training costs of these models, as well as their environmental impact.
Another significant trend in AI is the focus on K-12 AI education and public opinion trends. The AI Index Report 2021 has broadened its tracking of global AI legislation from 25 countries in 2022 to 127 in 2023. The report also explores the various ways AI is increasingly touching people's lives in settings that range from movie recommendations and voice assistants to autonomous driving and automated medical diagnosis.
In addition to these trends, the AI Index Report 2021 also shows the effects of COVID-19 on AI development from multiple perspectives. The report, titled Gathering Strength Gathering Storms, indicates that AI adoption continues to grow, and the benefits remain significant, though in the pandemic's first year, they were felt more strongly on the cost-savings front than the top line.
Moreover, 2021 was also the year of monster AI models, with OpenAI's program to mimic human language, GPT-3, kicking off a new trend in artificial intelligence for bigger and bigger models. The report also highlights the importance of responsible AI, small and wide data approaches, operationalization of AI platforms, and efficient use of data, model, and compute resources.
In summary, the AI Index Report 2023 has identified several significant trends in artificial intelligence that are shaping the landscape in 2021, including the increasing use of foundation models, the focus on K-12 AI education and public opinion trends, the effects of COVID-19 on AI development, and the emergence of monster AI models. These trends indicate that AI is becoming increasingly integrated into people's lives and is being used in a wider range of applications, from movie recommendations to autonomous driving. However, it is also essential to consider the ethical implications of AI and ensure that its development and deployment are responsible and equitable.
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