Bond Investors Embrace Maturity Risk In 2026

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The pain is especially acute in the software industry, which is considered vulnerable amid rise of artificial intelligence... With nearly one‑fifth of BKLN’s portfolio exposed to software, the fund has taken a beating as the credit health of the industry has come under scrutiny...Investors are asking: Does AI pose an existential crisis for software companies?“The question is if [AI]...

Transform live video for mobile audiences with AWS Elemental Inference

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Today, we’re announcing AWS Elemental Inference, a fully managed AI service that automatically transforms and maximizes live and on-demand video broadcasts to engage audiences at scale... At launch, you’ll be able to use AWS Elemental Inference to adapt video content into vertical formats optimized for mobile and social platforms in real time... With AWS Elemental Inference, broadcasters and ...

Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock

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Traditional approaches rely on manual tagging, basic metadata, and folder-based organization, which can become impractical when dealing with thousands of images containing multiple people and complex relationships... These systems capture not just who and what appears in photos, but the complex relationships and contexts that make them meaningful, enabling natural language queries and semantic di...

Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs

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However, implementing distributed RL training for code generation presents significant infrastructure challenges such as orchestrating multiple heterogeneous components, coordinating parallel code compilation across nodes, and maintaining fault tolerance for long-running processes... Workloads can be run with Ray framework on SageMaker training jobs by using the Ray on Amazon SageMaker Training...

Generate structured output from LLMs with Dottxt Outlines in AWS

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Structured output in AI applications refers to AI-generated responses conforming to formats that are predefined, validated, and often strictly entered... This can include the schema for the output, or ways specific fields in the output should be mapped... Structured outputs are essential for applications that require consistency, validation, and seamless integration with downstream systems... Fo...

US Growth Slows in Q4, but Early Q1 Data Signals a Rebound

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US economic growth posted a sizable downside miss in Friday’s fourth-quarter GDP report, but early Q1 nowcasts point to a rebound...9 percentage point reduction in government spending (the deepest quarterly slide in six years) would have raised growth to the low 2%-plus range, just below the consensus forecast of 2...“The federal government shutdown clearly sent the economy careening off i...

How Sonrai uses Amazon SageMaker AI to accelerate precision medicine trials

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Implementing MLOps best practices from the start enables faster experiment iterations for and confident, traceable model deployment, all of which are essential in healthcare technology companies where governance and validation are paramount... The team needed to evaluate hundreds of combinations of modalities and modeling approaches, making manual experiment tracking infeasible... As a diagnosti...