Article: 'Decision Tree Regression from Scratch Using C#' presents a demo on implementing decision tree regression without recursion or pointers. The accuracy of the model on training data is high, but overfitting is a challenge addressed by using ensemble techniques.
AI system used by UK gov to detect welfare fraud shows bias based on age, disability, marital status, nationality. Internal assessment reveals certain groups are more likely to be investigated for fraud.
Generative AI, especially Retrieval Augmented Generation (RAG), is transforming industries by providing personalized experiences through external knowledge sources. RAG applications on Amazon SageMaker JumpStart using Facebook AI Similarity Search (FAISS) optimize generative AI output with cost benefits and quicker iteration.
Geospatial datasets use dead reckoning to infer GPS locations between known points, impacting data quality and value. Telematics data from vehicles includes various signals like GPS location, speed, and more, with implications for data handling and analysis.
Automating scientific code documentation with GPT for streamlined workflows. Goal: Transition from code to comprehensive documents efficiently and consistently.
AWS emphasizes responsible AI, boosting business value through trust and innovation. ISO/IEC 42001 certification and Amazon Bedrock Guardrails enhance transparency and safety in AI services.
Learn to chat with images using Llama 3.2-Vision, a cutting-edge multimodal LLM by Meta. Explore its OCR and reasoning skills on Colab notebook for local execution.
Organizations are leveraging Amazon SageMaker HyperPod training plans to access accelerated compute resources for customizing large language models, improving model efficacy across various sectors. This solution addresses the challenge of securing reliable compute capacity for model training, offering scalable and cost-effective options for organizations seeking to harness the power of LLMs wit...
Nobel-winning economist Daron Acemoglu examines AI's impact on economic growth and productivity, estimating a modest increase of 1.1 to 1.6 percent in GDP over the next decade. Research shows about 20-23% of U.S. job tasks could be automated with AI, with potential cost savings of 27%.
Trump nominates David Sacks, ex-PayPal COO, as White House AI and crypto czar, rewarding big donors with political power. Sacks, a Silicon Valley insider, hosted a fundraiser that brought in over $12m for the Trump campaign.
Google DeepMind's AI program GenCast outperformed ECMWF's ENS forecast, predicting weather and hurricane paths 20% more accurately. GenCast offers faster, more precise day-to-day weather forecasts, a promising development for weather monitoring.
Steven Moffat and Russell T Davies caution against excessive use of AI in creative industries, fearing diminishing quality. Doctor Who Christmas special on BBC1 remains a highly anticipated event for fans.
Build a general-purpose LLM agent for diverse use cases. Choose the right model and define control logic for optimal performance and adaptability.
Amazon Bedrock Model Distillation enables high accuracy with smaller, cost-efficient AI models by transferring knowledge from advanced models. This feature automates the process, providing efficiency, cost optimization, and advanced customization for various use cases.
Report warns AI boom will benefit tech giants, but creators face income loss without policy intervention. Music sector to lose 25% income, audiovisual sector over 20% as generative AI market grows to €64bn by 2028.