InfoQ Homepage Generative AI Content on InfoQ
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KubeCon NA 2023: Ishan Sharma on Real-Time Generative AI for Gaming Apps Running on Kubernetes
Kubernetes provides a great platform for gaming applications using generative artificial intelligence (GenAI) for both game development and gameplay. Ishan Sharma from Google spoke at the recent KubeCon CloudNativeCon NA 2023 Conference about real-time GenAI inference integrated with distributed game servers running on Kubernetes.
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Google Announces New DeepMind Model, Lyria, to Generate High-Quality Music
Google has introduced Google DeepMind's Lyria, an AI music generation model able to generate vocals, lyrics, and background tracks mimicking the style of popular artists. The model is experimentally available on YouTube through two distinct AI experiments.
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xAI Introduces Large Language Model Grok
xAI, the AI company founded by Elon Musk, recently announced Grok, a large language model. Grok can access current knowledge of the world via the X platform and outperforms other LLMs of comparable size, including GPT-3.5, on several benchmarks.
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Cohere Unveils Advanced Embedding Model Embed v3
Cohere has unveiled Embed v3, their most advanced embedding model designed to transform semantic search and generative AI.
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Jina AI's Open-Source Embedding Model Outperforms OpenAI's Ada
Multimodal AI company Jina AI recently released jina-embeddings-v2, a sentence embedding model. The model supports context lengths up to 8192 tokens and outperforms OpenAI's text-embedding-ada-002 on several embedding benchmarks.
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AWS Adds New Code Generation Models to Amazon SageMaker JumpStart
AWS recently announced the availability of two new foundation models in Amazon SageMaker JumpStart: Code Llama and Mistral 7B. These models can be deployed with one click to provide AWS users with private inference endpoints for code generation tasks.
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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.