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The AI Revolution Is Just Getting Started: Leslie Miley Bids Us to Act Now against Its Bias and CO2
At his inaugural keynote of the QCON London conference, Leslie Miley, technical advisor for the CTO at Microsoft, spoke about AI Bias and Sustainability, and how the march towards transformative technologies, like large-scale AI and even crypto, has an inherent cost in the increased CO2 that comes with deployment at scale. More than just context and impact, he suggests mitigation techniques.
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AWS and NVIDIA to Collaborate on Next-Gen EC2 P5 Instances for Accelerating Generative AI
AWS and NVIDIA announced the development of a highly scalable, on-demand AI infrastructure that is specifically designed for training large language models and creating advanced generative AI applications. The collaboration aims to create the most optimized and efficient system of its kind, capable of meeting the demands of increasingly complex AI tasks.
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Stack Overflow Sentiment Survey Aims to Identify Experimental and Proven Technologies
Stack Overflow has published its 2023 Emergent Tech Sentiment Survey, aiming to gauge how developers perceive utility and impact of a range of "buzz-worthy" technologies like quantum computing, nanotechnology, blockchain, and others, as well as other more established ones including cloud computing, machine learning, robotics, and more.
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Meta AI’s Large Language Model with 10x Fewer Parameters
Meta AI recently released a new large language model called Language Large Models Meta AI (LLaMA) that outperforms foundational models such as GPT-3 and is competitive with PaLM, despite having 10 times fewer parameters. LLaMA has better performance in language tasks such as natural questions, common-sense reasoning and mathematical reasoning.
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Google AI Updates Universal Speech Model to Scale Automatic Speech Recognition beyond 100 Languages
Google AI has recently unveiled a new update for their Universal Speech Model (USM), to support the 1,000 Languages Initiative. The new model performs better than OpenAI Whisper for all segments of automation speech recognition.
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Zero-Copy In-Memory Sharing of Large Distributed Data: V6d
Zero-copy and in-memory data manager Vineyard (v6d) is maintained as a CNCF sandbox project and provides distributed operators that can be utilized to share immutable data within or across cluster nodes. V6d is of interest particularly for deep network training on big (sharded) datasets such as large language and graph models.
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OpenAI Unleashes ChatGPT and Whisper APIs for Next-Gen Language Capabilities
OpenAI has announced that it’s now letting third-party developers integrate ChatGPT and Whisper into their apps and services via API, offering access to AI-powered language and speech-to-text capabilities. As compared to using the company's current language approach, these APIs will make it easier for businesses to integrate ChatGPT and Whisper into their platforms.
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Microsoft Launches New Cognitive Speech Services Features to Accelerate Language Learning
Microsoft recently launched new features for its Cognitive Speech Service to accelerate language learning with pronunciation assessment, new speech-to-text (STT) languages, and prebuilt and custom neural voice enhancements.
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GitHub Enhanced Copilot with New AI Model and Security-Oriented Capabilities
GitHub Copilot adopted a new AI model which is both faster and more accurate than the previous one, says GitHub. Additionally, GitHub has started using AI to detect vulnerabilities in Copilot suggestion by blocking insecure coding patterns in real-time.
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Hugging Face and AWS Join Forces to Democratize AI
Hugging Face, a top supplier of open-source machine learning tools, and AWS have joined together to increase the access to artificial intelligence (AI). Hugging Face's cutting-edge transformers and natural language processing (NLP) models will be made available to AWS customers as a result of the cooperation, making it simpler for them to develop and deploy AI applications.
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AI-Based Code-Completion Tool Tabnine Now Offers Automatic Unit Test Generation
One of the pioneers in the field, Tabnine is a code completion assistant that uses generative AI to predict and suggest the next lines of code based on its surrounding context. Tabnine is now opening beta access to new capabilities aimed at generating unit tests.
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OpenAI is Rolling out ChatGPT Plus as a Premium Service
OpenAI has announced the release of ChatGPT Plus, a premium version of its well-liked ChatGPT chatbot. The new service intends to give users a premium experience that includes ChatGPT access during peak hours, priority access to new features and upgrades, and quicker response times.
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OpenAI Releases an Advanced Classifier to Distinguish AI and Human Writing Styles
OpenAI is releasing a trained classifier to distinguish between text written by a human and text written by AIs. This classifier comes from a growing need for technologies that can help discern between material authored by people and that written by machines.
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Stanford Researchers Present AI Framework to Implement and Validate Complex Algorithms
Parsel, an AI framework created by a group of researchers at Stanford, uses large language model (LLM) reasoning to transform hierarchical functions descriptions in natural language into an implementation in code. Additionally, the researchers maintain, Parsel can be used for robot planning and theorem proving.
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Google Unveils MusicLM, an AI That Can Generate Music from Text Prompts
Google researchers have introduced MusicLM, an AI model that can generate high-fidelity music from text. MusicLM creates music at a constant 24 kHz throughout a number of minutes by modeling the conditional music generating process as a hierarchical sequence-to-sequence modeling problem.