InfoQ Homepage Generative AI Content on InfoQ
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Google Open Sources 27B Parameter Gemma 2 Language Model
Google DeepMind recently open-sourced Gemma 2, the next generation of their family of small language models. Google made several improvements to the Gemma architecture and used knowledge distillation to give the models state-of-the-art performance: Gemma 2 outperforms other models of comparable size and is competitive with models 2x larger.
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Amazon Brings AI Assistant to Software Development as Part of Amazon Q Suite
Amazon has recently released Amazon Q Developer Agent, an AI-powered assistant that uses natural language input from developers to generate features, bug fixes, and unit tests within an integrated development environment (IDE). It employs large language models and generative AI to understand a developer's natural language request, and then generate the necessary code changes.
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Meta's Chameleon AI Model Outperforms GPT-4 on Mixed Image-Text Tasks
The Fundamental AI Research (FAIR) team at Meta recently released Chameleon, a mixed-modal AI model that can understand and generate mixed text and image content. In experiments rated by human judges, Chameleon's generated output was preferred over GPT-4 in 51.6% of trials, and over Gemini Pro in 60.4%.
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Generative AI Capabilities for Logic Apps Standard with Azure OpenAI and AI Search Connectors
Microsoft has announced that the Azure OpenAI and Azure AI Search connectors for Logic Apps Standard are now generally available, following an earlier public preview. These connectors are fully integrated into Azure Integration Services, providing developers with powerful tools to enhance application functionality with advanced AI capabilities.
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Meta Open-Sources MEGALODON LLM for Efficient Long Sequence Modeling
Researchers from Meta, University of Southern California, Carnegie Mellon University, and University of California San Diego recently open-sourced MEGALODON, a large language model (LLM) with an unlimited context length. MEGALODON has linear computational complexity and outperforms a similarly-sized Llama 2 model on a range of benchmarks.
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AI and Software Development: Preview of Sessions at InfoQ Events
Explore the transformative impact of AI on software development at InfoQ's upcoming events. Senior software developers will share practical applications and ethical considerations of AI technology through technical talks.
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OpenAI Publishes GPT Model Specification for Fine-Tuning Behavior
OpenAI recently published their Model Spec, a document that describes rules and objectives for the behavior of their GPT models. The spec is intended for use by data labelers and AI researchers when creating data for fine-tuning the models.
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InfoQ Dev Summit Munich: Learn from German Automotive, Banking, and TelCo Software Practitioners
InfoQ Dev Summit Munich is a two-day in-person software development conference for senior software engineers, architects, and team leaders in the Bavarian capital on September 26th and 27th. The sessions will cover critical topics such as generative AI and platform engineering, with use cases from the German automotive, banking, and telecommunication industries.
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Cloudflare AI Gateway Now Generally Available
Cloudflare has recently announced that AI Gateway is now generally available. Described as a unified interface for managing and scaling generative AI workloads, AI Gateway allows developers to gain visibility and control over AI applications.
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Stanford AI Index 2024 Report: Growth of AI Regulations and Generative AI Investment
Stanford University’s Institute for Human-Centered Artificial Intelligence (HAI) has published its 2024 AI Index annual report. The report identifies top trends in AI, such as 8x growth in Generative AI investment since 2022.
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NIST Launches Program to Discriminate How Far from "Human-Quality" are Gen AI Generated Summaries
NIST launched a public Gen AI evaluation program for systems developed by the international research community. The pilot program focuses on systems that can generate human-like summaries from multiple documents, or discriminators to identify whether a summary was AI-generated. For now, information about text-to-text modality is available. The registration closes in May.
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AWS Introduces Amazon Bedrock Studio for Building Generative AI Applications
AWS has recently announced Amazon Bedrock Studio, a web interface for developers to collaborate and build generative AI applications. Currently in public preview, the rapid prototyping environment provides access to multiple foundation models, knowledge bases, agents, and guardrails.
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OpenAI Announces New Flagship Model GPT-4o
OpenAI recently announced the latest version of their GPT AI foundation model, GPT-4o. GPT-4o is faster than the previous version of GPT-4 and has improved capabilities in handling speech, vision, and multilingual tasks, outperforming all models except Google's Gemini on several benchmarks.
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Amazon Q Business and Amazon Q Developer Now Generally Available
AWS has recently announced the general availability of Amazon Q a generative AI-powered assistant tailored for businesses and developers. Amazon Q Developer provides code suggestions and recommendations in real time, while Amazon Q Business enables companies to get insights from structured and unstructured data.
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Meta Releases Llama 3 Open-Source LLM
Meta AI released Llama 3, the latest generation of their open-source large language model (LLM) family. The model is available in 8B and 70B parameter sizes, each with a base and instruction-tuned variant. Llama3 outperforms other LLMs of the same parameter size on standard LLM benchmarks.