OpenAI released GPT-OSS, a large language model, allowing users to run it locally using Ollama. Running LLMs locally offers cost savings, reliability, and increased security, depending on usage scenarios.
Amazon SageMaker HyperPod introduces a one-click cluster creation feature with default settings for efficient AI tasks scaling. It automates setup, resolves hardware issues, and ensures workload recovery without manual intervention.
Synthetic data mimic real data for AI, protecting privacy and speeding up model development. Generative models can create realistic synthetic data for various modalities like language, images, audio, and tabular data.
Proofpoint integrates Amazon Q Business, an AI assistant, boosting productivity by 40% and saving 18,300 hours annually. Custom apps optimize service delivery, upskilling teams and enhancing customer value.
Natural language database analytics using Amazon Nova FMs optimize complex queries for precise data analysis. Agents enhance user interactions by breaking down queries and enabling self-correction, revolutionizing data management with intuitive, conversation-like interactions.
AI chatbots like ChatGPT are criticized for creating inaccurate information. Some suggest abandoning the term 'slop' when referring to their output.
Murray Dale and Ignacio Landivar discuss the impact of AI on creativity and weather forecasting. They question the use of AI in personal expression and highlight concerns about lack of accountability in AI output.
Director Alex Proyas predicts AI will streamline film industry, making projects easier and cheaper, offering artistic liberation. Despite fears, Proyas believes AI will benefit filmmakers by simplifying production processes.
A comprehensive PowerPoint presentation on neural networks expanded to include tree-based techniques, named "KitchenSink." Science fiction movies with memory themes are creatively graded by the author.
Using one-over-n-hot encoding in a neural network for categorical variables showed promising results, with 95% accuracy. However, further testing is needed for conclusive findings.
Machine learning regression evaluates models using MSE, RMSE, and R2 metrics. R2 measures variance explained, while scikit-learn models provide R2 scores.
ChatGPT & LLMs like Gemini & Llama are rapidly changing info accessibility. Demo shows ChatGPT analyzing PDFs with fascinating accuracy.
Article explores factors influencing orgs' choice of AI platforms, highlighting importance of brand, partnerships, and developer resources. McCaffrey warns OpenAI's biggest risk is potential degradation of developer resources, which could lead to rapid platform switches.
Labor government faces crucial decision on regulating artificial intelligence in Australia, balancing productivity gains with potential job impact. Challenges ahead as regulation decisions may spark controversy among stakeholders in the tech space.
Article in Microsoft Visual Studio Magazine explains computing matrix determinants using Gaussian elimination with C#. Code demos show how to determine if matrices have inverses. Machine learning relies on matrix inverse computations for algorithms like kernel ridge regression.