Leo Anthony Celi of MIT addresses bias in AI training data, highlighting flaws and proposing solutions for more accurate models. He emphasizes the importance of teaching students to thoroughly evaluate data to prevent biases in AI applications.
Research team from Olivetti Group and MIT CSHub use AI to find sustainable alternatives to cement in concrete, discovering ceramics and mining byproducts as viable options. Their machine-learning framework sorts through over 1 million rock samples to identify 19 types of materials that can reduce costs and emissions in concrete production.
Training linear support vector regression (SVR) poses challenges due to the non-calculus differentiable loss function. Utilizing particle swarm optimization (PSO) proved more effective than evolutionary algorithms for training linear SVR models.
SOPs are crucial in FDA-regulated industries, like healthcare and life sciences, to ensure compliance with regulatory standards. Using Amazon Bedrock, organizations can automate the alignment of SOPs with changing regulations, streamlining processes and reducing resources.
MIT and Stanford develop SketchAgent, an AI system that creates sketches stroke-by-stroke based on natural language prompts. The tool aims to revolutionize how humans communicate with AI through a more natural and iterative drawing process.
Salman Rushdie warns at Hay festival: AI lacks humor, but if it writes a funny book, "we're screwed." Rushdie admits he avoids AI, believing authors are safe until AI can create humor.
Radio host replaced by avatars & artist copied by Midjourney - the impact of being replaced by bots. Mateusz Demski shares his experience.
Utah lawyer Richard Bednar sanctioned for using ChatGPT to reference nonexistent court case in filing. Utah appeals court discovers false citations, leading to apology from Bednar.
Amazon OpenSearch offers third-party ML connectors like Amazon Comprehend for data augmentation. Learn how to detect languages and perform semantic search with Amazon Bedrock in OpenSearch.
Summary: Generative AI applications are complex systems involving workflows, tools, and APIs. Organizations are adopting unified approaches to streamline development, scale operations, and optimize costs.
Amazon SageMaker Projects streamline ML lifecycle with Terraform Cloud, removing CloudFormation dependency. AWS Service Catalog engine for Terraform Cloud enables direct deployment of SageMaker Projects.
Susie Wiles' personal cellphone hacked, AI used to impersonate her contacting lawmakers. FBI investigating the impersonator targeting prominent Republicans.
Amazon Bedrock offers high-performing foundation models from top AI companies like AI21 Labs and Meta through a single API. New features Model Share and Model Copy streamline AI development, enabling collaboration and efficient resource utilization.
ZURU Tech's Dreamcatcher platform simplifies building design and construction with AI, allowing users to order and assemble entire buildings. Collaborating with AWS, ZURU implemented a text-to-floor plan generator using a large language model for accurate design creation.
GeoFMs offer powerful mapping technology for monitoring ecosystem conditions at a continental scale without training. Models like Clay can be fine-tuned for tasks like land classification and deforestation detection.