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Radar trends to watch: May 2022

O'Reilly Media - Ideas

April was the month for large language models. There was one announcement after another; most new models were larger than the previous ones, several claimed to be significantly more energy efficient. Google has released a dataset of 3D-scanned household items. Large language models are generally based on text.

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Radar Trends to Watch: July 2023

O'Reilly Media - Ideas

Unlike most robotics, which are designed to perform a small number of tasks, RoboCat can learn new tasks after it is deployed, and the learning process speeds up as it learns more tasks. AudioPaLM is a new language model from Google that combines speech generation, speech understanding, and natural language processing.

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Radar Trends to Watch: March 2023

O'Reilly Media - Ideas

The past month’s news has again been dominated by AI–specifically large language models–specifically ChatGPT and Microsoft’s AI-driven search engine, Bing/Sydney. Meta has developed a language model that can access additional information (calculators, search engines) by calling APIs. The startup Fixie.ai

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Radar Trends to Watch: June 2022

O'Reilly Media - Ideas

Facebook/Meta is also releasing an open source large language model, including the model’s training log, which records in detail the work required to train it. Artificial Intelligence. A new wave of startups is trying techniques such as reinforcement learning to train AVs to drive safely.

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Radar Trends to Watch: December 2022

O'Reilly Media - Ideas

Artificial Intelligence. Shutterstock will be collaborating with OpenAI to build a model based on DALL-E that has been trained only on art that Shutterstock has licensed. They will also put in place a plan for compensating artists whose work was used to train the model. None of these are easy tasks for an AI.

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Technology Trends for 2024

O'Reilly Media - Ideas

Remember that these “units” are “viewed” by our users, who are largely professional software developers and programmers. They aren’t necessarily following the latest trends. That’s one trend that won’t change: complexity is always “up and to the right.” Before discussing specifics, though, we need to look at general trends.

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Radar Trends to Watch: July 2022

O'Reilly Media - Ideas

Artificial Intelligence. Big Science has almost finished training its open source BLOOM language model , which was developed by volunteer researchers and trained using public funds. Or are large language models just squirrels ? Intel and AMD CPUs are vulnerable.