Reactive Machines
Multilingual Semantic Retrieval for Apple Music Search
July 14, 2026
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
July 13, 2026
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
July 13, 2026
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
July 13, 2026
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…
Handling Class Imbalance in ML: Better Alternatives to SMOTE
July 12, 2026
Handling Class Imbalance in ML: Better Alternatives to SMOTE
Most real-world classification problems are imbalanced. Fraud, disease, churn, and defects are rare by nature. Standard classifiers chase accuracy, so…
Fine-tune NVIDIA Nemotron 3 models with Amazon SageMaker AI serverless model customization
July 10, 2026
Fine-tune NVIDIA Nemotron 3 models with Amazon SageMaker AI serverless model customization
Model customization transforms general-purpose AI models into specialized enterprise assets. By fine-tuning foundation models (FMs) on domain-specific data, businesses teach…
Behavioral Privacy Leaks in Agentic Conversation: Legalizing and Mitigating Unintentional Attacks with Organized Policies
July 10, 2026
Behavioral Privacy Leaks in Agentic Conversation: Legalizing and Mitigating Unintentional Attacks with Organized Policies
This paper was accepted at the AI4TCI (Workshop on AI for Secure and Trustworthy Critical Infrastructure Systems) Workshop at the…
MCP tool design: Practical approaches and tradeoffs
July 9, 2026
MCP tool design: Practical approaches and tradeoffs
When Model Context Protocol (MCP) tools underperform, the cause is rarely the protocol itself but the tool design. Many teams…
Stimulating Temporal Awareness in Egocentric Video Comprehension Models
July 9, 2026
Stimulating Temporal Awareness in Egocentric Video Comprehension Models
Multimodal linguistic models (MLLMs) have recently shown strong performance in visual comprehension, however they often lack temporal awareness, especially in…
Recursive Language Models Face Uncertainty: The Surprising Performance of a Long-Term Context Retrieval System
July 9, 2026
Recursive Language Models Face Uncertainty: The Surprising Performance of a Long-Term Context Retrieval System
Long context management is still a major challenge for language models: even with extended context windows, models often fail to…