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Enterprise IT moves forward — cautiously — with generative AI

CIO

You can use a text-to-3D modeler, test in 3D space, and get a much more visceral feel for how it will look in the real world — all with very little effort,” he says. But you have to make sure there’s no copyright infringement, fake content or malware embedded if you’re using it to create software.”

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Radar Trends to Watch: July 2023

O'Reilly Media - Ideas

There’s also increasing concern about the consequences of training AI on data that was generated by AI. Infinigen is a photorealistic natural-world 3D scene generator. It is designed to generate synthetic training data for AI systems. Mechanical Turk is often used to generate or label training data for AI systems.

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Radar Trends to Watch: January 2023

O'Reilly Media - Ideas

Geoff Hinton proposes forward-forward neural networks , which may be as effective as backpropagation while requiring much less power to train. He also proposes new hardware architectures for artificial intelligence. A deluge of content generated by AI has the potential to “poison” public sources of training data.

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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. Programming.

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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. Google has banned the training of Deepfakes on Colab, its free Jupyter-based cloud programming platform.

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Radar trends to watch: April 2022

O'Reilly Media - Ideas

Artificial Intelligence. It includes ideas like machine-generated training data and automatic tagging. The US Copyright Office has determined that works created by an artificial intelligence aren’t copyrightable ; copyright requires human authorship. This is almost certainly not the final word on the topic.

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Radar trends to watch: May 2022

O'Reilly Media - Ideas

trillion parameters–but requiring significantly less energy to train than GPT-3. Training GLAM required 456 megawatt-hours , ? Google has released a dataset of 3D-scanned household items. The first model is a set of image-text pairs for training models similar to DALL-E. Google has created GLAM a 1.2 the energy of GPT-3.