Reactive Machines

Flow Coupling and Semidiscrete Couplings

Flow Coupling and Semidiscrete Couplings

Flow models parameterized as time-dependent velocity fields can generate data with noise by integrating the ODE. These models are often…
Drive organizational growth with Amazon Lex multi-developer CI/CD pipeline

Drive organizational growth with Amazon Lex multi-developer CI/CD pipeline

As your conversational AI initiatives evolve, developing Amazon Lex assistants becomes increasingly complex. Multiple developers working on the same shared…
Embed Amazon Quick Suite chat agents in business applications

Embed Amazon Quick Suite chat agents in business applications

Organizations can face two key challenges with conversational AI. First, users need answers where they work—in their CRM, support console,…
How Ricoh built a scalable intelligent document processing solution on AWS

How Ricoh built a scalable intelligent document processing solution on AWS

This post is cowritten by Jeremy Jacobson and Rado Fulek from Ricoh. This post demonstrates how enterprises can overcome document…
Time Series Cross Validation: Techniques and Applications

Time Series Cross Validation: Techniques and Applications

Time series data drives forecasting in finance, sales, healthcare, and energy. Unlike typical machine learning problems, it must preserve chronological…
Building a scalable virtual try-on solution using Amazon Nova on AWS: part 1

Building a scalable virtual try-on solution using Amazon Nova on AWS: part 1

In this first post in a two-part series, we examine how retailers can implement a virtual try-on to improve customer…
On the Impossibility of Separating Intelligence from Judgment: The Computational Impossibility of Filtering Alignment of AI

On the Impossibility of Separating Intelligence from Judgment: The Computational Impossibility of Filtering Alignment of AI

With the increasing deployment of large-scale linguistic models (LLMs), another concern is their potential misuse to generate malicious content. Our…
Ukwakha i-AI ekhethekile ngaphandle kokudela ubuhlakani: I-Nova Forge data mixing in action

Ukwakha i-AI ekhethekile ngaphandle kokudela ubuhlakani: I-Nova Forge data mixing in action

Amamodeli ezilimi ezinkulu (ama-LLM) enza kahle emisebenzini evamile kodwa alwela umsebenzi okhethekile odinga ukuqonda idatha yobunikazi, izinqubo zangaphakathi, namagama aqondene…
Build a serverless conversational AI agent using Claude with LangGraph and managed MLflow on Amazon SageMaker AI

Build a serverless conversational AI agent using Claude with LangGraph and managed MLflow on Amazon SageMaker AI

Customer service teams face a persistent challenge. Existing chat-based assistants frustrate users with rigid responses, while direct large language model…
I-Deterministic vs Stochastic – Okuyisisekelo Kokufunda Ngomshini

I-Deterministic vs Stochastic – Okuyisisekelo Kokufunda Ngomshini

Amamodeli we-Deterministic kanye ne-stochastic yizindlela ezimbili ezibalulekile ezisetshenziswa ekufundeni komshini, ukuhlola ubungozi, nezinhlelo zokuthatha izinqumo. Amamodeli anqumayo akhiqiza okuphumayo okungaguquki…
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