Reactive Machines

Checking tens of thousands of apartment leases against constantly changing state landlord-tenant laws, and proving you actually checked all of…

Multilingual self-supervised speech models can benefit from sharing information across languages, but under a matched total pretraining data budget they…

Discrete diffusion, including remasking and uniform-state samplers, generate a sequence by writing multiple token positions per step, drawing each from…

October 2026: This post was reviewed and updated for accuracy. Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore…

Quick Apps could already bring live data into an app from connectors and content sources: action connectors (services like Jira,…

In my previous post: Building persistent memory for multi-agent AI systems with Amazon S3 Vectors, we explored why memory engineering…

uniopen is a digital communication and membership platform launched by Taiwan’s Uni-President Enterprises Group, connecting customers to ecommerce, membership benefits,…

Recent autonomous machine learning engineering (MLE) agents have made significant progress on public leaderboards. Often motivated by progress stagnation over…

The common paradigm of reinforcement learning with verifiable rewards (RLVR) is to let agents make multiple attempts at a task,…

Claim answers are scattered across adjuster diary entries, repair estimates, police reports, payment ledgers, and scanned attachments rather than one…