InfoQ Homepage Generative AI Content on InfoQ
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AWS Announces the Preview of Amazon CodeWhisperer Customization Capability
Amazon Web Services has announced the preview of Amazon CodeWhisperer Customization Capability. This new functionality empowers users to fine-tune CodeWhisperer, enabling it to provide more precise suggestions by incorporating an organization's proprietary APIs, internal libraries, classes, methods, and industry best practices.
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PlanetScale's Challenge to Oracle: Forking MySQL and Introducing Vector Search
PlanetScale recently announced the intention to fork MySQL adding vector search. While PostgreSQL has been the default open-source choice for vector search, the company behind the Vitess database wants to release a version of MySQL and PlanetScale with vector support.
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Stability AI Releases Generative Audio Model Stable Audio
Harmonai, the audio research lab of Stability AI, has released Stable Audio, a diffusion model for text-controlled audio generation. Stable Audio is trained on 19,500 hours of audio data and can generate 44.1kHz quality audio in realtime using a single NVIDIA A100 GPU.
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Generative AI: Shaping a New Future for Fraud Prevention, by Neha Narkhede at QCon San Francisco
At the recent QCon San Francisco conference, Neha Narkhede gave a keynote on how generative AI can help improve the state of the art in fraud prevention. She discussed the "knowledge fabric", which is able to capture all information and knowledge on current fraud methods. She also introduced six foundational pillars of AI Risk Decisioning.
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GitHub's Learnings from Building Copilot, an Enterprise LLM Application
GitHub has published an article containing the lessons they learned in building and scaling GitHub Copilot -- an enterprise application using an LLM (Large Language Model). In a post on GitHub's blog, AI product leader Shuyin Zhao describes how -- over three years -- they broke the project down into three stages - "find it", "nail it" and "scale it", and successfully launched GitHub Copilot.
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OpenAI Announces ChatGPT Voice and Image Features
OpenAI recently announced new voice and image features for ChatGPT. A new backend model, GPT-4V, will handle image inputs, and an updated DALL-E model will be integrated to generate images. In addition, users of the mobile ChatGPT app will be able to hold voice conversations with the chatbot.
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Generative AI Service AWS Bedrock Now Generally Available
After announcing Bedrock last April in preview, Amazon is now making its fully-managed service for generative AI apps generally available.
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Multi-Modal LLM NExT-GPT Handles Text, Images, Videos, and Audio
The NExT Research Center at the National University of Singapore (NUS) recently open-sourced NExT-GPT, an "any-to-any" multi-modal large language model (LLM) that can handle text, images, videos, and audio as input or output. NExT-GPT is based on existing pre-trained models and only required updating 1% of its total parameters during training.
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Microsoft Announces Copilot Copyright Commitment to Address IP Infringement Concerns
Microsoft recently published the Copilot Copyright Commitment to address concerns about potential IP infringement claims from content produced by generative AI. Under this commitment, which covers various products, including GitHub Copilot, Microsoft will take responsibility for potential legal risks if a customer faces copyright challenges.
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Abu Dhabi Releases Largest Openly-Available Language Model Falcon 180B
The Abu Dhabi government's Technology Innovation Institute (TII) released Falcon 180B, currently the largest openly-available large language model (LLM). Falcon 180B contains 180 billion parameters and outperforms GPT-3.5 on the MMLU benchmark.
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Meta Open-Sources Code Generation LLM Code Llama
Meta recently open-sourced Code Llama, a code generation LLM which is based on the Llama 2 foundation model and carries the same community license. Code Llama was fine-tuned on 500B tokens of code and is available in three model sizes ranging up to 34B parameters. In evaluations on code-generation benchmarks, the model outperformed all other open-source models and is comparable to ChatGPT.
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Stack Overflow Announced OverflowAI Initiative for Generative AI
Stack Overflow announced the roadmap for the integration of generative AI into their public platform, Stack Overflow for Teams, and brand new product areas, like an IDE integration that brings the vast knowledge of 58 million questions and answers from their community right into the area where developers find focus and get work done.
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Spring AI Provides Integration with OpenAI and Azure OpenAI
The experimental Spring AI project was introduced during the SpringOne conference and allows the creation of AI applications by using common concepts of Spring. Currently the project integrates Azure OpenAI and OpenAI as AI backends. Use cases like content generation, code generation, semantic search and summarization are supported by the project.
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Stability AI Launches Open Source Chatbot Stable Chat
Stability AI, makers of the image generation AI Stable Diffusion, recently launched Stable Chat, a web-based chat interface for their open-access language model Stable Beluga. At the time of its release, Stable Beluga was the best-performing open large language model (LLM) on the HuggingFace leaderboard.
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Vector Engine for Amazon Opensearch Serverless Now in Preview
AWS announced the preview release of vector storage and search capability within Amazon OpenSearch Serverless. The capability is intended to support machine learning augmented search experiences and generative AI applications.