Build ultra-low latency multimodal generative AI applications using sticky session routing in Amazon

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Although early large language models (LLMs) were limited to processing text inputs, the rapid evolution of these AI systems has enabled LLMs to expand their capabilities to handle a wide range of media types, including images, video, and audio, ushering in the era of multimodal models... Multimodal is a type of deep learning using multiple modalities of data, such as text, audio, or images... LL...

Reduce risks of user sign-up fraud and SMS pumping with Amazon Cognito user pools

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SMS pumping is when bad actors purchase a block of high-rate phone numbers from a telecom provider and then coerces unsuspecting services into sending SMS messages to those numbers... AWS customers who use Cognito might encounter SMS pumping if SMS functions are enabled to send SMS messages, for example, perform user phone number verification during the registration process, to facilitate SMS mul...

US Q3 GDP Data Still Expected To Post Solid Growth

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Today’s revised estimate of US economic activity for the upcoming third-quarter GDP report continues to point to a slower-but-still solid growth rate, based on the median nowcast for several estimates compiled by CapitalSpectator...The median estimate firmed up to a 2...1% estimate published on Sep... The initial Q3 estimate from the Bureau of Economic Analysis is scheduled for release on ...

Macro Briefing: 13 September 2024

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US jobless claims edged higher last week but remain at a middling level compared with the range over the past two years... “After some noise earlier in the summer, initial jobless claims have settled into a tight range over the last several weeks,” says Nancy Vanden Houten, lead US economist at Oxford Economics... On a longer-term basis, claims layoffs remain near historically low levels......

Amazon RDS for MySQL zero-ETL integration with Amazon Redshift, now generally available, enables near real-time analytics

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They provide a fully managed, no-code, near real-time solution for making petabytes of transactional data available in Amazon Redshift within seconds of data being written into Amazon Relational Database Service (Amazon RDS) for MySQL... Last year, we announced the general availability of zero-ETL integration with Amazon Redshift for Amazon Aurora MySQL-Compatible Edition as well as the availabil...

How healthcare payers and plans can empower members with generative AI

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In this post, we discuss how generative artificial intelligence (AI) can help health insurance plan members get the information they need... Many health insurance plan beneficiaries find it challenging to navigate through the complex member portals provided by their insurance plans... This can lead to dissatisfaction, confusion, and increased calls to customer service, resulting in a suboptimal ex...

Enabling production-grade generative AI: New capabilities lower costs, streamline production, and boost security

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As generative AI moves from proofs of concept (POCs) to production, we’re seeing a massive shift in how businesses and consumers interact with data, information—and each other... In what we consider “Act 1” of the generative AI story, we saw previously unimaginable amounts of data and compute create models that showcase the power of generative AI... Thousands of customers, across diverse i...