America's military-industrial complex spotlighted at AI Expo for National Competitiveness, with Palantir's controversial AI products in focus. Former Google CEO Eric Schmidt's thinktank hosts event, sponsored by Palantir, known for work with ICE and Israel Defense Forces.
Article explores few-shot, one-shot, zero-shot, and fine-tuning in AI. McCaffrey predicts easy fine-tuning for custom AI assistants.
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.
GeForce NOW introduces Men of War II and Palworld this week, offering historical battles and adorable creature companions. Ultimate membership provides 4K streaming and extended gaming sessions for an immersive experience.
Mistral AI releases Mixtral-8x22B LLM on Amazon SageMaker JumpStart, a cost-efficient model for ML applications. Mistral AI's Mixtral 8x22B offers high performance with multilingual capabilities and a 64,000-token context window.
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.
LightGBM enables autoencoder for anomaly detection by creating separate models for each column. Python interface simplifies the process, but tuning over 100 parameters can be challenging.
Summary: Learning is linked to understanding errors. By reducing errors in replicating a recipe, one can improve cooking skills and achieve the desired taste.
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.
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.
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.
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.
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.