Yuval Noah Harari warns of the dangers of machine learning manipulating truth in his new book Nexus. He emphasizes the insidious threat of AI reshaping society through language manipulation, rather than physical force.
Genomics England partners with AWS for multi-modal machine learning to improve cancer subtyping accuracy and survival prediction. Novel frameworks like HEEC and HIPT enhance the analysis of genomic and imaging data for cancer research.
AI aids ADHD patient in task prioritization without judgment. AI applications like "slop" create engaging, surreal content on social media, blending Jesus with prawns and Star Wars with Ken Loach.
New XPER method reveals performance metric drivers, offering deeper insights into AI model workings and addressing overfitting concerns. XPER and SHAP differ in goals, with XPER identifying features contributing most to model performance.
European users may miss out on integrated AI from Apple devices. Updates from Apple may be just superficial changes. TechScape newsletter explores post-Alex Hern topics, including Elon Musk's potential government role if re-elected as US president.
LlamaIndex introduces Workflows for reliable, flexible AI solutions. Streamline research process with LlamaIndex Workflows for efficient PowerPoint presentations from ArXiv papers.
New AI agents can complete tasks on apps like Amazon or Gmail autonomously, by interactively writing code and calling APIs. The challenge now is to develop and benchmark these coding agents for everyday digital tasks across various apps.
Utilize DPO with Amazon SageMaker to align Meta Llama 3 8B Instruct model responses to your organization's values. Enhance model's helpfulness, honesty, and mitigate biases using human preference data for fine-tuning.
AI system ScribblePrompt by MIT, MGH, and Harvard speeds up medical image segmentation, reducing annotation time by 28%. Users can easily annotate structures in various medical images, improving efficiency for doctors and researchers.
BP partners with Palantir to utilize AI for faster engineer decision-making, using language models to analyze data automatically. The British company aims to enhance efficiency by providing advice based on AI insights from its sites.
Apple executives unveiled the iPhone 16, emphasizing AI features like text editing and object recognition in the new model. The company promises new colors and custom emojis, aiming for dominance in the competitive tech market.
Cutting-edge AI models are growing in size, driving demand for more compute power. Amazon EC2 P5e instances, powered by NVIDIA H200 GPUs, offer high performance for deep learning and HPC workloads, with faster GPU memory and network bandwidth.
Roblox plans to launch an open source generative AI tool for creating 3D environments with text prompts, potentially simplifying game creation. The tool, based on a "3D foundational model," allows users to input prompts like "create a race track" and "make the scenery a desert" to generate corresponding models.
Summary: The author introduces a methodology for optimized AI workflows, highlighting 5 key pillars. The focus is on metric-based optimization and interactive developer experience in building production-ready AI projects.
Semantic Tag Filtering introduces a new algorithm combining semantic search with tag filtering systems. Traditional tag search lacks flexibility, but this new approach aims to expand results to non-perfect matches.