Evaluating large language models (LLMs) is crucial for understanding capabilities and mitigating risks. FMEval and Amazon SageMaker offer tools to programmatically assess LLMs for accuracy, toxicity, fairness, and efficiency.
Part 2 explores Raspberry Pi Pico PIO quirks in programming a musical instrument. Wat 5 reveals issues with constants, urging creative workarounds.
Chinese startup challenges US AI dominance. Stargate initiative by Trump, Altman, Son, and Ellison. Meta to invest $65bn in data centers.
Investors surprised by Chinese AI chatbot DeepSeek, sparking tech stock fall. OpenAI CEO impressed by DeepSeek's capabilities, hinting at new AI models to come.
Generative AI and large language models are transforming organizations by enhancing customer experience through data conversion. Amazon Aurora enables easy data indexing for Amazon Kendra to implement Retrieval Augmented Generation (RAG) for accurate responses.
Former OpenAI safety researcher Steven Adler warns about rapid AI development, calling it a "very risky gamble" for humanity. He expresses concerns about the push for artificial general intelligence (AGI) surpassing human capabilities.
Businesses using large language models (LLMs) face the challenge of maintaining quick responsiveness. Amazon Bedrock introduces latency-optimized inference for Anthropic’s Claude and Meta’s Llama models at re:Invent 2024, improving user experience in time-sensitive workloads.
Nvidia's DeepSeek challenge led to $600bn market value loss, with CEO Jensen Huang losing $21bn. Tech stocks plummet as AI world faces potential turmoil.
Chinese AI app DeepSeek outperformed OpenAI's ChatGPT, topping Apple charts, but dodged sensitive questions about China and its government. Despite its popularity, the chatbot censors answers on controversial topics.
Amazon introduces Nova Canvas and Nova Reel for image and video generation, transforming text and image inputs into custom visuals for professional and personal projects. Effective prompts are key to unlocking the full potential of these models, guiding users on how to communicate their vision effectively for optimal results.
Guide to classifying sensor data using UCI HAR dataset with TS-Fresh & scikit-learn. Learn how to extract insights from time-series data for human activity recognition.
C# machine learning implementations aim to mimic scikit-learn's API design for consistency. Debate arises over passing all parameters to constructors versus just training data to methods.
Build a vehicle documentation system using OpenAI's GPT-4, LangChain, and Pydantic for structured data extraction from images. Simplify complex workflows with LangChain and ensure output consistency with Pydantic for easy downstream use.
Luca Carlone at MIT's SPARK Lab aims to enhance robots' perception to enable seamless human interaction in various environments. By bridging the gap between human and robot perception, Carlone's work could revolutionize how robots assist in real-world scenarios.
Investors wary as China's DeepSeek AI chatbot disrupts US tech stocks with cyber-attack. Doubts arise over sustainability of US AI boom due to emergence of cheaper Chinese alternative.