Implementing neural networks from scratch for political leaning prediction using normalized data and one-hot encoding. Complexity of neural networks explored with raw Python code and NumPy, creating a classifier with specified input, hidden, and output nodes.
Microsoft introduces Medprompt, a groundbreaking prompting strategy that enhances GPT-4's performance in healthcare without fine-tuning. Can generalist LLMs outperform specialized models in specific domains?
GenSQL, a generative AI system for databases, simplifies complex statistical analyses, predicts outcomes, detects anomalies, and generates synthetic data effortlessly. Developed by MIT researchers, GenSQL outperforms other AI-based approaches, providing faster and more accurate results with explainable probabilistic models.
Microsoft's new Copilot+ PCs take constant screenshots, offering AI image generation and real-time language translation. The privacy implications of this technology raise concerns about user data security.
Learn how to test machine learning projects with Pytest and Pytest-cov. Guide focuses on BERT for text classification using industry standard libraries.
GeForce NOW adds 22 new games, including The First Descendant, a sci-fi co-op shooter with looting mechanics. Get great deals during the Steam Summer Sale on over 850 titles available for streaming.
Machine Learning models are becoming more prevalent, with 34% of companies already using ML for improved customer retention and revenue growth (IBM, 2022). The need for transparency in ML models, defined by terms like explainability and interpretability, is crucial for trust and accountability in decision-making processes, especially in industries like healthcare and criminal justice.
Big tech faces emissions challenges due to AI infrastructure growth, risking climate goals. Google struggles to reach net zero emissions target by 2030 amid uncertainty over AI impact.
Learn how to enhance your work quality by mastering sanity checks. Discover how to ensure your analysis makes sense and increase credibility. Explore different types of sanity checks and how to apply them effectively at work.
Foreigners and expats can now easily manage multilingual emails with an AI calendar assistant using Amazon Bedrock and Step Functions. The workflow automates translation, setting reminders, and orchestrating tasks with serverless technology.
Generative models like NVIDIA's GauGAN are transforming AI with apps like ChatGPT. GANs use neural networks to create realistic images, inspiring creativity and productivity.
Prompt engineering is crucial for guiding generative AI models to produce desired outputs. Efficient prompts can lead to high-quality results, as demonstrated with Amazon Bedrock and Anthropic’s Claude 3 models.
LLMs are transforming healthcare marketing content creation, reducing generation time from weeks to hours with advanced AI assistance. AWS Generative AI Innovation Center developed a system leveraging LLM capabilities for disease awareness, ensuring accuracy and compliance through automated revision and fact-checking functionalities.
AI is not alien; it's part of humanity. Viewing robots as competitors overlooks the real issue of human value and treatment in the workforce.
Critical OpenSSH vulnerability CVE-2024-6387 allows attackers full control of Linux servers without authentication. Thousands of servers at risk for complete system takeover, data manipulation, and malware installation.