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Chatbot Cage Match: Chatbot Arena compares chatbots side-by-side.
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Chatbot Cage Match: Chatbot Arena compares chatbots side-by-side.

A new online tool ranks chatbots by pitting them against each other in head-to-head competitions. Chatbot Arena allows users to prompt two large language models simultaneously and identify the one that delivers the best responses.
Language Models’ Impact on Jobs: The occupations likely to be most affected by language models
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Language Models’ Impact on Jobs: The occupations likely to be most affected by language models

Telemarketers and college professors are most likely to find their jobs changing due to advances in language modeling, according to a new study. Researchers projected the jobs and industries in the U.S. likely to be most affected by language models.
Stable Biases: Stable Diffusion may amplify biases in its training data.
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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.
Letting Chatbots See Your Data: Coding framework LlamaIndex enables data interaction with LLMs
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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.
Making Government Multilingual: This app is bridging the language gap between the Indian government and its citizens
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Making Government Multilingual: This app is bridging the language gap between the Indian government and its citizens

An app is bridging the language gap between the Indian government and its citizens, who speak a wide variety of languages. Jugalbandi helps Indians learn about government services, which typically are described online in English and Hindi, in their native tongues.
Where Is Meta’s Generative Play?: Why Meta still lacks a flagship generative AI service
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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.
Generated Data Fouls Human Datasets: Some crowdworkers are using ChatGPT to generate data.
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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.
Falcon Ascends: Falcon, the new open source commercial LLM, explained
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Falcon Ascends: Falcon, the new open source commercial LLM, explained

A team in the United Arab Emirates, a seven-state federation on the Arabian Peninsula, built the latest top-performing open source large language model.
Text-to-Image Editing Evolves: InstructPix2Pix for text-to-image editing, explained
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Text-to-Image Editing Evolves: InstructPix2Pix for text-to-image editing, explained

Text-to-image generators like DALL·E 2, Stable Diffusion, and Adobe’s new Generative Fill feature can revise images in a targeted way — say, change the fruit in a bowl from oranges to bananas — if you enter a few words that describe the change plus an indication of the areas to be changed.
Crystal Ball for Interest Rates: JPMorgan trained AI to interpret the Federal Reserve.
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Crystal Ball for Interest Rates: JPMorgan trained AI to interpret the Federal Reserve.

One of the world’s largest investment banks built a large language model to map cryptic government statements to future government actions. JPMorgan Chase trained a model based on ChatGPT to score statements by a United States financial regulator according to...
The Politics of Language Models: AI's political opinions differ from most Americans'.
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The Politics of Language Models: AI's political opinions differ from most Americans'.

Do language models have their own opinions about politically charged issues? Yes — and they probably don’t match yours. Shibani Santurkar and colleagues at Stanford compared opinion-poll responses of large language models with those of various human groups.
Google Adds AI Inside and Out: Generative AI highlights from Google I/O 2023
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Google Adds AI Inside and Out: Generative AI highlights from Google I/O 2023

Google showcased a flood of new features in its latest bid to get ahead in the generative AI arms race. The company demonstrated AI features for consumers and developers at its annual I/O conference.
Language Models in Lab Coats: The chatbot search engines for scientific research
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Language Models in Lab Coats: The chatbot search engines for scientific research

Specialized chatbots are providing answers to scientific questions. A new breed of search engines including Consensus, Elicit, and Scite use large language models to enable scientific researchers to find and summarize significant publications, Nature reported.
OpenAI Gears Up for Business: How OpenAI developed a sales strategy for GPT-4
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OpenAI Gears Up for Business: How OpenAI developed a sales strategy for GPT-4

Reporters offered a behind-the-scenes look at OpenAI’s year-long effort to capitalize on its long-awaited GPT-4. The company built a sales team and courted corporate partners in advance of launching its latest large language model, The Information reported.
Battlefield Chat: A military chatbot can create battle plans.
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Battlefield Chat: A military chatbot can create battle plans.

Large language models may soon help military analysts and commanders make decisions on the battlefield.
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