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Daily AI News
Structured outputs on Amazon Bedrock: Schema-compliant AI responses Artificial Intelligence

Structured outputs on Amazon Bedrock: Schema-compliant AI responses Artificial Intelligence

Structured outputs on Amazon Bedrock: Schema-compliant AI responsesArtificial Intelligence Today, we’re announcing structured outputs on Amazon Bedrock—a capability that fundamentally transforms how you can obtain validated JSON responses from foundation models through constrained decoding for schema compliance. In this post, we explore the challenges of traditional JSON generation and how structured outputs solves them. We cover the two core mechanisms—JSON Schema output format and strict tool use—along with implementation details, best practices, and practical code examples.

 Today, we’re announcing structured outputs on Amazon Bedrock—a capability that fundamentally transforms how you can obtain validated JSON responses from foundation models through constrained decoding for schema compliance. In this post, we explore the challenges of traditional JSON generation and how structured outputs solves them. We cover the two core mechanisms—JSON Schema output format and strict tool use—along with implementation details, best practices, and practical code examples. Read More  

Daily AI News
NVIDIA AI releases C-RADIOv4 vision backbone unifying SigLIP2, DINOv3, SAM3 for classification, dense prediction, segmentation workloads at scale MarkTechPost

NVIDIA AI releases C-RADIOv4 vision backbone unifying SigLIP2, DINOv3, SAM3 for classification, dense prediction, segmentation workloads at scale MarkTechPost

NVIDIA AI releases C-RADIOv4 vision backbone unifying SigLIP2, DINOv3, SAM3 for classification, dense prediction, segmentation workloads at scaleMarkTechPost How do you combine SigLIP2, DINOv3, and SAM3 into a single vision backbone without sacrificing dense or segmentation performance? NVIDIA’s C-RADIOv4 is a new agglomerative vision backbone that distills three strong teacher models, SigLIP2-g-384, DINOv3-7B, and SAM3, into a single student encoder. It extends the AM-RADIO and RADIOv2.5 line, keeping similar computational cost while improving
The post NVIDIA AI releases C-RADIOv4 vision backbone unifying SigLIP2, DINOv3, SAM3 for classification, dense prediction, segmentation workloads at scale appeared first on MarkTechPost.

 How do you combine SigLIP2, DINOv3, and SAM3 into a single vision backbone without sacrificing dense or segmentation performance? NVIDIA’s C-RADIOv4 is a new agglomerative vision backbone that distills three strong teacher models, SigLIP2-g-384, DINOv3-7B, and SAM3, into a single student encoder. It extends the AM-RADIO and RADIOv2.5 line, keeping similar computational cost while improving
The post NVIDIA AI releases C-RADIOv4 vision backbone unifying SigLIP2, DINOv3, SAM3 for classification, dense prediction, segmentation workloads at scale appeared first on MarkTechPost. Read More  

Security News
Moltbot, Clawdbot, Security Moltbot, Security Clawdbot,

Clawdbot / MoltBot / OpenClaw – TJS Security Briefing

Classification: PublicDate: February 6, 2026 Distribution: Security Operations, IT Leadership, Executive Team, Endpoint Management Prepared By: Tech Jacks Solutions Security Intelligence 1. Executive Summary An open-source AI agent called Clawdbot (rebranded to MoltBot on January 27, then to OpenClaw on January 29-30, 2026) represents one of the most significant shadow AI risks to emerge in […]

Security News
claude opus 4.6 sM4UhE

Claude Opus 4.6 Finds 500+ High-Severity Flaws Across Major Open-Source Libraries The Hacker Newsinfo@thehackernews.com (The Hacker News)

Artificial intelligence (AI) company Anthropic revealed that its latest large language model (LLM), Claude Opus 4.6, has found more than 500 previously unknown high-severity security flaws in open-source libraries, including Ghostscript, OpenSC, and CGIF. Claude Opus 4.6, which was launched on Thursday, comes with improved coding skills, including code review and debugging capabilities, along Read More