Article highlights: K-means clustering is common, but other techniques like DBSCAN, Gaussian mixture model, and Spectral clustering are also used. Self-organizing map (SOM) clustering creates clusters based on similarity. Implementation in C# using Penguin dataset shows clustering results.
OpenAI unveils Sora, a groundbreaking text-to-video AI model creating photorealistic HD videos from written descriptions. Reportedly surpasses all existing models in fidelity, consistency, and has tech experts in awe.
Meta's Code Llama foundation models, available on Amazon SageMaker JumpStart, offer state-of-the-art large language capabilities for generating code and natural language about code. The models come in three variants, with up to 70B parameters, designed to improve productivity for developers in various programming languages. SageMaker JumpStart provides access to a range of foundation models for...
FBI and NCA dismantle cybercrime gang LockBit, targeting companies like Royal Mail and Boeing. Operation Cronos seizes hacking tools and arrests key members, disrupting group.
Will Smith parodies AI spaghetti video, showcasing OpenAI's Sora model's advancement. Instagram fans debate if Smith's comical video is AI-generated or not.
Learn how to create custom IPython Jupyter Magic commands to enhance your notebook experience. Use Hamilton library as an example for better development ergonomics. Explore the power of line and cell magics for dynamic notebook functionalities.
Article highlights the risks of AI development: privacy intrusion & consent issues, algorithmic bias. Companies face ethical dilemmas that can lead to reputational damage and loss of trust with users. Importance of prioritizing responsible AI development to mitigate these risks and build trust.
MIT researchers developed a tiny, secure terahertz ID tag to prevent counterfeiting, using metal particles in glue for authentication. Machine-learning model detects tampering with over 99% accuracy.
OpenAI introduces Sora, a groundbreaking text-to-video AI model creating photorealistic HD videos from written descriptions. Reportedly exceeding current models in fidelity, it's causing a stir among tech experts and journalists.
Meta's Code Llama foundation models, available on Amazon SageMaker JumpStart, offer state-of-the-art large language models for generating code and natural language prompts. Code Llama comes in three variants and various sizes, trained on billions of tokens, providing stable generations with up to 100,000 tokens of context. SageMaker JumpStart offers access to a range of foundation models, inclu...
Adobe is teaming up with NVIDIA to bring generative AI to creators through Adobe Firefly, while also introducing new features like the AI-powered Enhance Speech tool in Adobe Premiere Pro. Esteban Toro, an artist featured in the NVIDIA Studio, uses AI-powered features in Adobe Photoshop and Lightroom to create emotionally moving Cinematic Portraits.
OpenAI's Sora introduces spacetime patches to transform static images into dynamic videos, revolutionizing video generation. Sora combines diffusion and transformer architectures, allowing for text-to-video, image-to-video, and video-to-video transformations, among other features.
Matrix decomposition, including QR and SVD, breaks down matrices into components, but LQ decomposition is a lesser-known type that is a special form of QR applied to the transpose of the matrix. A Python demo program showcases how LQ decomposition can be used to solve special cases of linear equations.
Retrieval-augmented generation (RAG) systems are crucial for real-world applications, and the "Needle in a Haystack" test evaluates their performance in identifying specific information within a large body of text. Differences in prompts and models can greatly impact outcomes, emphasizing the need for thorough evaluation during development and deployment.
The telecommunications industry is embracing generative AI as a breakout technology, with 43% of professionals investing in it, according to a survey by NVIDIA. The survey also revealed that AI adoption is seen as a source of competitive advantage, with 56% of respondents agreeing that it is important to their company's future success.