NEWS IN BRIEF: AI/ML FRESH UPDATES

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Karini AI Saves Big with Amazon SageMaker Migration

Karini AI offers a user-friendly GenAI platform for enterprises to build and deploy advanced Generative AI applications beyond chatbots. Their no-code platform includes quality evaluation, prompt management, and data ingestion pipeline for efficient deployment and monitoring, resulting in improved concurrency and cost savings.

Revolutionize Your Contact Center with AI Agents

DoorDash implemented generative AI to provide Dashers with a low-latency self-service voice experience, reducing live agent assistance. The solution fields hundreds of thousands of calls per day, answering questions in 2.5 seconds or less, enhancing efficiency and trust in DoorDash's self-service capabilities.

AI for Equity: Driving Climate Solutions

AI for Equity Challenge: Climate Action, Gender, and Health by IRCAI, Zindi, and AWS aims to use AI to address climate crisis issues, gender equity, and public health. Global competition seeks innovative AI solutions aligned with UN SDGs for real-world impact, focusing on vulnerable populations.

AI: A Cure for Grief?

Justin Harrison's company, You, Only Virtual, uses AI to recreate deceased loved ones from their digital footprint, sparking debate on the ethics and implications of 'grief tech'. The Guardian explores the potential of this technology and its impact on humanity through an interview with Harrison and one of his clients.

ChatGPT Hack: Stealing Memories for Data Theft

OpenAI's ChatGPT faced a memory vulnerability, exploited by researcher Johann Rehberger to exfiltrate user input. The feature storing previous conversations for context raised concerns but received a partial fix.

Labeling AI: Necessary or Overkill?

AI systems in health care can make biased predictions or hallucinate incorrect information. MIT and Boston University professors suggest implementing responsible-use labels to mitigate potential harms and ensure transparency in AI systems, similar to FDA-mandated labels on prescription medications.

Surface-Level Embeddings: A Critical Look

Exploring semantic search on U.S. Presidents using language model embeddings reveals breakthroughs in understanding language models. Retrieval Augmented Generation systems utilize numerical embeddings for deeper semantic searches.

Optimizing Traffic Lights with Amazon Rekognition

State and local agencies spend $1.23 billion annually on signalized intersections, while drivers lose $22 billion to congestion. Amazon Rekognition AI technology can reduce congestion and costs by automatically detecting objects at intersections.

Revolutionizing Home Ownership with AWS

Rocket Mortgage introduces Rocket Logic – Synopsis, an AI tool powered by AWS, saving 40,000 team hours annually and increasing first-call resolutions by 10%. With a focus on self-service options and streamlined processes, Rocket aims to enhance client interactions and empower client advocates for a more satisfying overall experience.

Rapid Particle Size Estimation

MIT engineers developed a machine learning-based scattered light approach for pharmaceutical manufacturing, reducing batch failures. The new open-access paper introduces a faster method for estimating powder size distribution, improving efficiency and product quality.

AI Superintelligence: Just a Few Thousand Days Away

OpenAI CEO Sam Altman envisions a future with superintelligent AI within the next decade, accelerating human advancement. OpenAI aims to create AGI, a technology that could match human intelligence, with the potential for superintelligence to surpass human capabilities.