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- Weekly AI and NLP News — March 27th 2023
Weekly AI and NLP News — March 27th 2023
ChatGPT Plugins, Stable Diffusion Reimagine, and Bard
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Here are your weekly articles, guides, and news about NLP and AI chosen for you by NLPlanet!
😎 News From The Web
ChatGPT plugins. ChatGPT testing new plugins with select users before launching for widespread use. Features from Wolfram, Slack, and Expedia have been created.
The AI-powered storytelling format. Tome is an AI-powered storytelling platform that allows users to explain complex topics using narration and embeds from other sources.
Stable Diffusion Reimagine — Stability AI. Stability.ai's Stable Diffusion Reimagine uses AI to make new images from originals. It has limits and biases, but will soon be open-sourced for betterment.
GitHub Copilot X: The AI-powered developer experience. GitHub unveils GitHub Copilot X, a developer experience that uses OpenAI's GPT-4 to provide a chat interface, and voice-to-code AI.
Meet Bard. Bard is a Google AI experiment aiming to improve creativity and productivity by collaborating with users.
Releasing Alpaca-30B. Article explains release of Alpaca-30B, "instruction-tuned" version of Facebook's Llama model, benefits of fine-tuning, usage steps and community involvement.
Gen-2 by Runway. Gen-2 by Runway is an AI tool that can synthesize new videos using only an image, text prompt, or words without needing a camera or lights.
Introducing Mozilla.ai: Investing in trustworthy AI. Mozilla creates startup Mozilla.ai with $30m initial investment, led by AI expert Moez Draief. They focus on generative AI and people-centric systems.
📚 Guides From The Web
AI trends in 2023: Graph Neural Networks. GNNs process graph data, understand entity relationships, and have exponential growth in published research. They are expected to continue growing in popularity.
Using AI to make teaching easier & more impactful. AI in classrooms improves learning by providing personalized experiences, generating examples, giving feedback, creating study groups, and diagnostic tests.
ChatGPT + Code Interpreter = Magic. OpenAI's ChatGPT integrates third-party tools like a Code Interpreter for generating & running code, analyzing data, graphing spreadsheets, and more.
labml.ai Annotated PyTorch Paper Implementations. Get simple PyTorch implementations with documented explanations in labml.ai's Annotated PyTorch Paper Implementations. Updated constantly; easy to use.
The Age of AI has begun. AI is groundbreaking, changing work, learning, travel, health care, communication. Also, it can reduce inequities and help address climate change.
Getting started with Pytorch 2.0 and Hugging Face Transformers. PyTorch 2.0 boosts performance with TorchDynamo, AOTAutograd, PrimTorch, and TorchInductor. Pairs with HuggingFace; Hub offers model versioning.
🔬 Interesting Papers and Repositories
Sparks of Artificial General Intelligence: A paper investigates early GPT-4 version, showing human-level performance in various domains. Societal implications and autoregressive challenges discussed.
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models. A study on GPTs' impact on the US workforce found 80% of the workers may face up to 10% task displacement, and 19% may see more than 50% displacement. Traits of LLMs suggest significant economic and social implications.
MM-ReAct: Prompting ChatGPT for Multimodal Reasoning and Action. MM-ReAct article explores ChatGPT's potential for multimodal reasoning & action.
Vid2Seq: a pretrained visual language model for describing multi-event videos. Introducing Vid2Seq model for video captioning. Predicts events and captions as a sequence of tokens, achieves outstanding results on video benchmarks.
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