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Radar Trends to Watch: June 2022

O'Reilly Media - Ideas

DeepMind’s Gato model is unique in that it’s a single model that’s trained for over 600 different tasks; whether or not it’s a step towards general intelligence (the ensuing debate may be more important than the model itself), it’s an impressive achievement. What social cues prompt us to think that a robot is being creative?

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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.

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ChatGPT: Everything you need to know about the AI-powered chatbot

TechCrunch

May 3, 2023 Hackers are using ChatGPT lures to spread malware on Facebook Meta said in a report on May 3 that malware posing as ChatGPT was on the rise across its platforms. They would then promote these malicious extensions on social media and through sponsored search results to trick people into downloading malware.”

ChatGPT 206
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Radar trends to watch: August 2020

O'Reilly Media - Ideas

OpenAI’s GPT-2 natural language generation has now been trained to generate images , a significant step forward in the creation of realistic fake video. Spacial perception for robotics : Identifying objects is easy, but building a model of a 3D scene is difficult, and an essential problem for general-purpose robotics. Programming.

Trends 104
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Radar Trends to Watch: January 2023

O'Reilly Media - Ideas

Mastodon isn’t new, and it doesn’t yet challenge the major social media players. But it’s real, it’s scaling, and its federated model presents a different way of thinking about social media, services, and (indeed) Web3. A deluge of content generated by AI has the potential to “poison” public sources of training data.

Trends 99
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Radar Trends to Watch: April 2023

O'Reilly Media - Ideas

It’s the base LLaMA model with further training on 800,000 questions and answers generated by GPT-3.5. Dolly is important as an exercise in democratization: it is based on an older model (EleutherAI’s GPT-J ), and only required a half hour of training on one machine. The total cost of training was under $600.

Trends 82
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Radar Trends to Watch: July 2022

O'Reilly Media - Ideas

Big Science has almost finished training its open source BLOOM language model , which was developed by volunteer researchers and trained using public funds. It may be an artifact of the model’s inability to say “I didn’t understand that”; given nonsense input, it is pulled towards similar words in the training corpus.