Fine-tune VLMs for multipage document-to-JSON with SageMaker AI and SWIFT

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Vision language models (VLMs) mark a revolutionary advancement in IDP... VLMs integrate large language models (LLMs) with specialized image encoders, creating truly multi-modal AI capabilities of both textual reasoning and visual interpretation... Sample code for fine-tuning VLMs for document-to-JSON conversion using Amazon SageMaker AI and the SWIFT framework, a lightweight toolkit for fine...

How Clario automates clinical research analysis using generative AI on AWS

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Clinical outcome assessment (COA) interviews are important instruments in clinical trials for evaluating the efficacy and safety of treatments... In this post, we demonstrate how Clario has used Amazon Bedrock and other AWS services to build an AI-powered solution that automates and improves the analysis of COA interviews... We discuss how Clario: implemented speaker diarization, multi-lingua...

2025 H1 IRAP report is now available on AWS Artifact for Australian customers

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 An independent Australian Signals Directorate (ASD) certified IRAP assessor completed the IRAP assessment of AWS in September 2025... The new IRAP report includes four additional AWS services that are now assessed at the PROTECTED level under IRAP... This brings the total number of services assessed at the PROTECTED level to 168... The four newly assessed services are: Amazon Application...

AWS Weekly Roundup: Amazon S3, Amazon EC2, and more (November 10, 2025)

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Upcoming AWS events Check your calendar and sign up for upcoming AWS events: AWS re:Invent 2025 – Join us in Las Vegas December 1–5 as cloud pioneers gather from across the globe for the latest AWS innovations, peer-to-peer learning, expert-led discussions, and invaluable networking opportunities... Don’t forget to explore the event catalog... The space offers industry expert session...

The Genius-Is-A-Bull-Market Trade Keeps On Winning In 2025

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31, widespread gains continue to dominate the performance ledger for global markets...Echoing the profile in recent months, foreign stocks are leading the winners by a wide margin, led by shares in developed markets ex-US... The second-best performer: equities in emerging markets (VWO) via a 25... Not too shabby for a know-nothing, forecast-free portfolio: GMI is an unmanaged benchmark that...

Macro Briefing: 10 November 2025

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TMC Research’s Fed funds model indicates that the central bank still has room to cut rates while maintaining a modestly hawkish bias, thereby providing an opportunity to provide a relevant policy response at a time of muddled and missing economic data...US Consumer Sentiment Index falls in November, approaching record low, according to the University of Michigan’s monthly survey... “This mo...

Book Bits: 8 November 2025

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By purchasing books through this site, you provide support for The Capital Spectator’s free content... Press) This Element provides a comprehensive guide to deep learning in quantitative trading, merging foundational theory with hands-on applications... The first part introduces the fundamentals of financial time-series and supervised learning, exploring various network architectures, from feed...