InfoQ Homepage Artificial Intelligence Content on InfoQ
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Meta's Voicebox Outperforms State-of-the-Art Models on Speech Synthesis
Meta recently announced Voicebox, a speech generation model that can perform text-to-speech (TTS) synthesis in six languages, as well as edit and remove noise from speech recordings. Voicebox is trained on over 50k hours of audio data and outperforms previous state-of-the-art models on several TTS benchmarks.
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AI, ML, Data Engineering News Round up: Claude 2, Stable Doodle, CM3leon, Llama 2, Azure and xAI
The most recent update, covering developments from July 17th, 2023, showcases significant progress and announcements in the fields of data science, machine learning, and artificial intelligence. This week's focus centers on Anthropic, Stability AI, Microsoft, Meta and xAI.
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GitHub Details Key Prompt Engineering Practices Used to Build Copilot
Prompt engineering is key to creating effective LLM-based applications and does not require to have a PhD in machine learning or generative AI, say GitHub engineers Albert Ziegler and John Berryman, who also shared the lessons they learned developing GitHub Copilot.
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JetBrains Unveils AI Assistant for IntelliJ-Based IDEs and .NET Tools
JetBrains, the software development company known for creating the IntelliJ IDEA, has announced the introduction of a new AI Assistant in its Early Access Program (EAP) builds for all IntelliJ-based IDEs and .NET tools. This significant addition is aimed at transforming the landscape of software development tools by integrating generative AI and large language models into JetBrains' products.
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Microsoft Introduces the Public Preview of Vector Search Feature in Azure Cognitive Search
At its annual Inspire conference, Microsoft recently announced the public preview of Vector search in Azure Cognitive Search, a capability for building applications powered by large language models. It is a new capability for indexing, storing, and retrieving vector embeddings from a search index.
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Meta AI Reveals CM3leon, an Advanced Text-to-Image Generative Model
Meta AI has introduced CM3leon, a novel multimodal model combining text and image production. This model is the first of its type, using a modified formula from text-only language models to deliver remarkable outcomes with unequaled computational efficiency.
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Microsoft Azure Managed Lustre for HPC and AI Workloads Now Generally Available
Microsoft recently announced the general availability (GA) of Azure Managed Lustre, a managed file system for high-performance computing (HPC) and AI workloads.
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Introduction to Mojo Programming Language
Mojo is a newly presented programming language that combines the simplicity of Python with the speed and memory security of Rust. It is at an early stage of development and offers users an online playground to explore its features. Mojo aims for excellence in data science and machine learning, providing a fast alternative to Python. There are gradual plans to make it available to open-source.
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EU AI Act: the Regulatory Framework on the Usage of Machine Learning in the European Union
After the first publication of the proposal on the operation of machine learning applications in 2021, on June 14th negotiations have started for the realization of the legislation in the EU Council. The EU countries are expected to reach an agreement by the end of 2023. The EU Act takes a risk-based approach and plans to avoid disproportionate prescriptions when executing the regulations.
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Databricks Unveils Lakehouse AI and MosaicML Acquisition at Data + AI Summit
The Data and AI company Databricks recently unveiled Lakehouse AI, a suite of tools for building and governing generative AI models, including large language models (LLMs), within the Databricks platform. Among the tools were LakehouseIQ, a "knowledge engine" that uses AI to understand a company's unique data, culture, and language in order to improve natural language interfaces like chatbots.
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AI Assistant Comes to ReSharper
JetBrains released an AI-powered version of ReSharper, its developer productivity extension for Microsoft Visual Studio. The new version, ReSharper 2023.2, is the first that will come with AI-powered development assistance.
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Google's Speech AI AudioPaLM Performs Translation with Voice Transfer
Researchers at Google announced AudioPaLM, a large language model (LLM) that performs text-to-speech (TTS), automated speech recognition (ASR), and speech-to-speech translation (S2ST) with voice transfer. AudioPaLM is based on the PaLM-2 LLM and outperforms OpenAI's Whisper on translation benchmarks.
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Descaling for Delivery and Using AI to Enhance Software Development: Learnings from QCon New York
The track Optimizing Teams for Fast Flow - Surviving in the Post-agile Aftermath at QCon New York 2023 comprised two talks in the morning that went into replacing an agile process with engineering and conversational software delivery using AI.
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JetBrains Launches the Kotlin Notebook Plugin for IntelliJ IDEA
Using the experimental Kotlin Notebook plugin for IntelliJ IDEA, developers will be able to combine code, visualizations, and text, as well as to run code snippets and view their results, all in a single document.
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OpenAI Introduces Superalignment to Address Rogue Superintelligent AI
OpenAI announced the formation of a specialized Superalignment team with the objective of preventing the emergence of rogue Superintelligent AI. OpenAI highlighted the need to align AI systems with human values and emphasized the importance of proactive measures to prevent potential harm.