InfoQ Homepage Artificial Intelligence Content on InfoQ
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Meta Releases Code Generation Model Code Llama 70B, Nearing GPT-3.5 Performance
Code Llama 70B is Meta's new code generation AI model. Thanks to its 70 billion parameters, it is "the largest and best-performing model in the Code Llama family", Meta says.
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Stability AI Releases 1.6 Billion Parameter Language Model Stable LM 2
Stability AI released two sets of pre-trained model weights for Stable LM 2, a 1.6B parameter language model. Stable LM 2 is trained on 2 trillion tokens of text data from seven languages and can be run on common laptop computers.
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Hugging Face and Google Cloud Announce Collaboration
Hugging Face and Google Cloud have announced a strategic alliance to advance machine learning and open AI research. Google Cloud customers, Hugging Face Hub users, and open source are the three main focuses of the strategic partnership. Google wants to make cutting-edge AI discoveries available through Hugging Face's open-source frameworks.
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Harnessing AI-Generated Cloudformation with Application Composer
The AWS Toolkit for VS Code has recently extended its support to include AWS Application Composer, introduced a year ago in the AWS Management Console. This enhancement empowers users to seamlessly craft Infrastructure as Code (IaC) for a comprehensive range of over 1100 AWS CloudFormation resources.
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Visual Studio GitHub Copilot Extension Introduces New Features and Enhancements
The latest release of the Visual Studio GitHub Copilot Chat Extension introduces two noteworthy productivity features, slash commands and context variables. Additionally, developers can explore preview features like the Exception Assistant, Test failure Analysis, Suggestions for Breakpoint Expressions, Commit message suggestions and many more.
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Microsoft Copilot: Copilot Pro, Copilot for Microsoft 365, Copilot GPT and More
Microsoft has released Copilot Pro and Copilot for Microsoft 365, and is providing free access to those tools for smaller organizations and educational faculty. They also created the Copilot mobile application. Moreover, Copilot is also available in the Microsoft 365 mobile application.
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LeftoverLocals May Leak LLM Responses on Apple, Qualcomm, and AMD GPUs
Security firm Trail of Bits disclosed a vulnerability allowing malicious actors to recover data from GPU local memory on Apple, Qualcomm, AMD, and Imagination GPUs. Dubbed LeftoverLocals, the vulnerability affects any application using the GPU, including Large Language Models (LLMs) and machine learning (ML) models.
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Mistral AI's Open-Source Mixtral 8x7B Outperforms GPT-3.5
Mistral AI recently released Mixtral 8x7B, a sparse mixture of experts (SMoE) large language model (LLM). The model contains 46.7B total parameters, but performs inference at the same speed and cost as models one-third that size. On several LLM benchmarks, it outperformed both Llama 2 70B and GPT-3.5, the model powering ChatGPT.
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Using ChatGPT for Amplifying Software Testing Practices and Assisting Software Delivery
Artificial intelligence can assist software delivery and be used to automate software testing and optimize project work. Dimitar Panayotov uses ChatGPT to generate test data, create email templates, and produce explanations based on test results. This saves him time that he can invest to become more productive.
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GitHub Copilot Chat Now Generally Available
GitHub Copilot Chat, a natural language-powered coding tool, is now generally available, according to a recent announcement by GitHub. The tool, a part of GitHub Copilot, is designed to elevate natural language as a universal programming language. GitHub Copilot Chat, powered by GPT-4, is a contextually-aware AI assistant tailored for development scenarios.
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The Code Written in Timefold Outsmarted the Solution Provided by ChatGPT for Devoxx Talks Scheduling
Stephan Jansen, Java Champion and Devoxx founder, tinkered with ChatGPT to “create the perfect conference schedule”. He managed to obtain feasible results for one day but not for the whole five-day conference. Geoffrey de Smet, founder of Timefold (formerly OptaPlanner), argued that the AI Assistant fails by not being able to treat soft constraints as effectively as a specialized planning library.
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LLMs May Learn Deceptive Behavior and Act as Persistent Sleeper Agents
AI researchers at OpenAI competitor Anthropic trained proof-of-concept LLMs showing deceptive behavior triggered by specific hints in the prompts. Furthermore, they say, once deceptive behavior was trained into the model, there was no way to circumvent it using standard techniques.
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Google Announces Video Generation LLM VideoPoet
Google Research recently published their work on VideoPoet, a large language model (LLM) that can generate video. VideoPoet was trained on 2 trillion tokens of text, audio, image, and video data, and in evaluations by human judges its output was preferred over that of other models.
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Custom GPTs from OpenAI May Leak Sensitive Information
After it was reported that OpenAI has started rolling out its new GPT Store, it was also discovered that some of the data they’re built on is easily exposed. Multiple groups have begun finding that the system has the potential to leak otherwise sensitive information.
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OpenAI GPT Store is a Nascent Marketplace for Custom ChatGPTs
OpenAI has started rolling out its new GPT Store, announced a few months ago along with GPTs, to provide a mechanism for ChatGPT Plus, Team and Enterprise users to share custom ChatGPT-based chatbots they create.