Reactive Machines

Appropriate Classification of Language Models from Mixed to Specialized Domains

Appropriate Classification of Language Models from Mixed to Specialized Domains

[ad_1] This paper was accepted at the ICLR 2026 Workshop on Navigating and Addressing Basic Model Data Problems. Linguistic models…
Run NVIDIA Nemotron 3 Super on Amazon Bedrock

Run NVIDIA Nemotron 3 Super on Amazon Bedrock

[ad_1] The Nemotron 3 Super is now available as a fully managed and serverless model on Amazon Bedrock, joining the…
Improved metrics for Amazon SageMaker AI endpoints: deeper visibility into better performance

Improved metrics for Amazon SageMaker AI endpoints: deeper visibility into better performance

[ad_1] Effective machine learning (ML) models in manufacturing require more than just infrastructure robustness and scalability. You need almost continuous…
Kick off Nova customization experiments using Nova Forge SDK

Kick off Nova customization experiments using Nova Forge SDK

[ad_1] With a wide array of Nova customization offerings, the journey to customization and transitioning between platforms has traditionally been…
Migrate from Amazon Nova 1 to Amazon Nova 2 on Amazon Bedrock

Migrate from Amazon Nova 1 to Amazon Nova 2 on Amazon Bedrock

[ad_1] If you’re running Amazon Nova 1 models on Amazon Bedrock, you might be looking to expand your context window…
Prose2Policy (P2P): A Practical LLM Pipeline for Translating Natural Language Accessibility Policies into Usable Rego

Prose2Policy (P2P): A Practical LLM Pipeline for Translating Natural Language Accessibility Policies into Usable Rego

[ad_1] Prose2Policy (P2P) is a functional LLM-based tool that translates natural language access control policies (NLACPs) into executable Rego code…
Goldilocks RL: The Complexity of the Maintenance Work to Escape the Small Rewards of Consultation

Goldilocks RL: The Complexity of the Maintenance Work to Escape the Small Rewards of Consultation

[ad_1] Reinforcement learning has emerged as a powerful paradigm for unlocking cognitive abilities in large-scale linguistic models. However, the reliance…
AWS AI League: Atos fine-tunes approach to AI education

AWS AI League: Atos fine-tunes approach to AI education

[ad_1] This post is co-written with Mark Ross from Atos. Organizations pursuing AI transformation can face a familiar challenge: how…
AMES: Approximate Multi-modal Enterprise Search with Late Interaction Retrieval

AMES: Approximate Multi-modal Enterprise Search with Late Interaction Retrieval

[ad_1] Introducing AMES (Approximate Multimodal Enterprise Search), an integrated architecture for retrieving the latest multimodal interactions that is backend agnostic.…
AWS and NVIDIA deepen strategic collaboration to accelerate AI from pilot to production

AWS and NVIDIA deepen strategic collaboration to accelerate AI from pilot to production

[ad_1] AI is moving fast, and for many of our customers, the real opportunity isn't in testing it—it's in using…
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