Reactive Machines

One Layer Is Enough: Adapting Highly Trained Visual Encoders for Image Production

One Layer Is Enough: Adapting Highly Trained Visual Encoders for Image Production

Generative generative models (eg, distribution models) typically operate on compressed latent spaces to measure training efficiency and sample quality. Correspondingly,…
CLaRa: Integrating Retrieval and Generation with Continuous Latent Consultation

CLaRa: Integrating Retrieval and Generation with Continuous Latent Consultation

Retrieval-augmented generation (RAG) improves large-scale linguistic models (LLMs) with external knowledge but still suffers from long-term conditions and the integration…
Uncertainty Calculation of LLM Function-Calling

Uncertainty Calculation of LLM Function-Calling

Large-scale Language Models (LLMs) are increasingly used to automatically solve real-world tasks. A key ingredient of this is the LLM…
Multi-agent social intelligence with Strands Agents and Amazon Bedrock

Multi-agent social intelligence with Strands Agents and Amazon Bedrock

Your prospects leave trails across multiple sources: a founder asks “What should I use for X?” in r/SaaS while their…
Accelerating software delivery with QA automation using Amazon Nova Act – Part 2

Accelerating software delivery with QA automation using Amazon Nova Act – Part 2

Manufacturing quality assurance (QA) workflows require more than performing individual tests. You should organize tests into regression suites that work…
Active Agent Research Environment: Simulating Active Users to Evaluate Active Assistants

Active Agent Research Environment: Simulating Active Users to Evaluate Active Assistants

Active agents that anticipate user needs and perform tasks automatically hold great promise as digital assistants, yet the lack of…
Multilingual Semantic Retrieval for Apple Music Search

Multilingual Semantic Retrieval for Apple Music Search

Apple Music offers listeners 150+ storefronts in multiple languages, with a catalog that grows by hundreds of thousands of new…
OpenAI GPT-5.6 Sol, Terra, and Luna are now available on Amazon Bedrock

OpenAI GPT-5.6 Sol, Terra, and Luna are now available on Amazon Bedrock

Build with the most intelligent family of models from OpenAI yet, Amazon Bedrock's next-generation indexing engine. Organizations scaling autonomous agents…
When your brain works differently, AI isn’t a luxury—it’s accessibility

When your brain works differently, AI isn’t a luxury—it’s accessibility

AI as accessibility: what happened when a neurodivergent solutions architect stopped fighting his brain and started building. In this post,…
Building an agentic AI solution at Bluesight with Amazon Bedrock

Building an agentic AI solution at Bluesight with Amazon Bedrock

This post is co-written with Vijay Venkatesh, CTO at Bluesight. If you build software for hospitals, you know that compliance…
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