Stable Biases: Stable Diffusion may amplify biases in its training data.
Generative Modeling

Stable Biases: Stable Diffusion may amplify biases in its training data.

Stable Diffusion may amplify biases in its training data in ways that promote deeply ingrained social stereotypes.

July 12, 20233 min read
Letting Chatbots See Your Data: Coding framework LlamaIndex enables data interaction with LLMs
Generative Modeling

Letting Chatbots See Your Data: Coding framework LlamaIndex enables data interaction with LLMs

A new coding framework lets you pipe your own data into large language models. LlamaIndex streamlines the coding involved in enabling developers to summarize, reason over, and otherwise manipulate data from documents, databases, and apps using models like GPT-4.

July 5, 20231 min read
Letting Chatbots See Your Data: Coding framework LlamaIndex enables data interaction with LLMs
Generative Modeling

Letting Chatbots See Your Data: Coding framework LlamaIndex enables data interaction with LLMs

A new coding framework lets you pipe your own data into large language models. LlamaIndex streamlines the coding involved in enabling developers to summarize, reason over, and otherwise manipulate data from documents, databases, and apps using models like GPT-4.

July 5, 20231 min read
Where Is Meta’s Generative Play?: Why Meta still lacks a flagship generative AI service
Generative Modeling

Where Is Meta’s Generative Play?: Why Meta still lacks a flagship generative AI service

While Microsoft and Google scramble to supercharge their businesses with text generation, Meta has yet to launch a flagship generative AI service. Reporters went looking for reasons why.

June 28, 20232 min read
Where Is Meta’s Generative Play?: Why Meta still lacks a flagship generative AI service
Generative Modeling

Where Is Meta’s Generative Play?: Why Meta still lacks a flagship generative AI service

While Microsoft and Google scramble to supercharge their businesses with text generation, Meta has yet to launch a flagship generative AI service. Reporters went looking for reasons why.

June 28, 20232 min read
Generated Data Fouls Human Datasets: Some crowdworkers are using ChatGPT to generate data.
Generative Modeling

Generated Data Fouls Human Datasets: Some crowdworkers are using ChatGPT to generate data.

The crowdworkers you hire to provide human data may use AI to produce it. Researchers at École Polytechnique Fédérale de Lausanne found that written material supplied by workers hired via Amazon Mechanical Turk showed signs of being generated by ChatGPT.

June 28, 20232 min read
Generated Data Fouls Human Datasets: Some crowdworkers are using ChatGPT to generate data.
Generative Modeling

Generated Data Fouls Human Datasets: Some crowdworkers are using ChatGPT to generate data.

The crowdworkers you hire to provide human data may use AI to produce it. Researchers at École Polytechnique Fédérale de Lausanne found that written material supplied by workers hired via Amazon Mechanical Turk showed signs of being generated by ChatGPT.

June 28, 20232 min read
What the Brain Sees: How a text-to-image model generates images from brain scans
Generative Modeling

What the Brain Sees: How a text-to-image model generates images from brain scans

A pretrained text-to-image generator enabled researchers to see — roughly — what other people looked at based on brain scans. Yu Takagi and Shinji Nishimoto developed a method that uses Stable Diffusion to reconstruct images viewed by test subjects...

June 22, 20232 min read
What the Brain Sees: How a text-to-image model generates images from brain scans
Generative Modeling

What the Brain Sees: How a text-to-image model generates images from brain scans

A pretrained text-to-image generator enabled researchers to see — roughly — what other people looked at based on brain scans. Yu Takagi and Shinji Nishimoto developed a method that uses Stable Diffusion to reconstruct images viewed by test subjects...

June 22, 20232 min read
Lawyers, Beware LLMs: Attorney faces disciplinary action for using ChatGPT's fictional brief.
Generative Modeling

Lawyers, Beware LLMs: Attorney faces disciplinary action for using ChatGPT's fictional brief.

A United States federal judge threw ChatGPT’s legal research out of court. An attorney who used ChatGPT to generate a legal brief faces disciplinary action after opposing lawyers discovered that the brief referred to fictional cases and quotations invented by the chatbot.

June 22, 20232 min read
Lawyers, Beware LLMs: Attorney faces disciplinary action for using ChatGPT's fictional brief.
Generative Modeling

Lawyers, Beware LLMs: Attorney faces disciplinary action for using ChatGPT's fictional brief.

A United States federal judge threw ChatGPT’s legal research out of court. An attorney who used ChatGPT to generate a legal brief faces disciplinary action after opposing lawyers discovered that the brief referred to fictional cases and quotations invented by the chatbot.

June 22, 20232 min read
Economic Forecast — GenAI Boom: McKinsey projects generative AI's impact on global economy.
Generative Modeling

Economic Forecast — GenAI Boom: McKinsey projects generative AI's impact on global economy.

Generative AI could add between $2.6 trillion and $4.4 trillion to the global economy annually (roughly 2 percent to 4 percent of the world’s combined gross domestic product this year), according to a new report.

June 21, 20233 min read
Economic Forecast — GenAI Boom: McKinsey projects generative AI's impact on global economy.
Generative Modeling

Economic Forecast — GenAI Boom: McKinsey projects generative AI's impact on global economy.

Generative AI could add between $2.6 trillion and $4.4 trillion to the global economy annually (roughly 2 percent to 4 percent of the world’s combined gross domestic product this year), according to a new report.

June 21, 20233 min read
Like Diffusion but Faster: The Paella model for fast image generation, explained
Generative Modeling

Like Diffusion but Faster: The Paella model for fast image generation, explained

The ability to generate realistic images without waiting would unlock applications from engineering to entertainment and beyond. New work takes a step in that direction.

June 14, 20232 min read
Like Diffusion but Faster: The Paella model for fast image generation, explained
Generative Modeling

Like Diffusion but Faster: The Paella model for fast image generation, explained

The ability to generate realistic images without waiting would unlock applications from engineering to entertainment and beyond. New work takes a step in that direction.

June 14, 20232 min read

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