Built a low-code dashboard with Vizro & Vizro-AI using generative AI to visualize documentation traffic data from Read the Docs. Harnesses Plotly, Dash, and OpenAI for easy chart creation without design skills.
LotteON enhances personalized shopping with deep learning-based recommendation algorithm using Amazon SageMaker and MLOps. The solution architecture includes AWS services for data preprocessing, model training, real-time inference, and CI/CD structure.
Summary: Learning is linked to understanding errors. By reducing errors in replicating a recipe, one can improve cooking skills and achieve the desired taste.
Generative AI uses large language models like LLMs to create diverse content. Prompt chaining breaks down complex tasks for better accuracy, but human judgment is crucial to verify outputs.
ONNX Runtime on AWS Graviton3 boosts ML inference by up to 65% with optimized GEMM kernels. MLAS backend enhances deep learning operator acceleration for improved performance.
Google unveiled Veo at Google I/O 2024, a new AI video synthesis model akin to OpenAI's Sora, creating HD videos from text, image, or video prompts. Veo can generate 1080p videos over a minute long, edit videos from written instructions, and maintain visual consistency across frames.
Amazon Ads uses AI to help advertisers create engaging visuals easily. Advertisers can generate contextually relevant images with no technical expertise.
MIT and University of Basel researchers use AI to map out phase diagrams for novel physical systems, detecting phase transitions more efficiently. This new approach could lead to automated scientific discovery of new phases of matter.
Fully Homomorphic Encryption (FHE) enables computations on encrypted data without decryption, enhancing privacy and security. FHE uses basic operations like addition and multiplication to perform complex algorithms on encrypted data, but managing noise growth is crucial to prevent decryption errors.
Summary: Utilize data science to optimize value chain management for efficiency and profitability. Examples include supplier mapping, production planning optimization, and automating distribution.
The battle for dominant design in generative AI technology is heating up, with ChatGPT leading the charge. Organizations are racing to invest in capabilities that could revolutionize industries and enhance customer experiences. Understanding the concept of dominant design is crucial for navigating the rapidly evolving field of generative AI and making strategic decisions on technologies.
OpenAI's co-founder Ilya Sutskever departs after orchestrating CEO change. Sutskever's departure marks end of decade-long tenure at the AI startup.
Kaggle competitions are crucial for progression and success, requiring original strategies to stand out. Public notebooks alone may not lead to gold, as creative ideas are essential for winning.
MIT CSAIL researchers developed a "consensus game" to enhance AI text understanding and generation. The game-like approach significantly improved AI performance in various tasks, leading to more reliable and consistent language models.
Amazon Titan Text Premier, part of Amazon Titan family, offers advanced text generation capabilities for enterprise applications. It supports various tasks like summarization, question-answering, and information extraction, enhancing efficiency and productivity.