Microsoft's Bing team has open-sourced Harrier, an embedding model family that tops the multilingual MTEB v2 benchmark under an MIT license.

AI systems label and score content before ranking. Annotation determines how you’re understood — and whether you compete at all.

Everyone is worried about AI ethics, but few are talking about AI economics. AI is not a deploy-and-forget asset. It is a depreciating one.

In November 2025, Google solved a persistent SEO reporting challenge: separating branded from non-branded search performance directly in Google Search Console (GSC). The feature is now fully rolled ...

Abstract: Accurate query type prediction is a critical component in knowledge graph-based Question Answering (QA) systems, enabling efficient query processing and facilitating the generation of ...

This architecture enables efficient query routing, context-aware responses, and seamless integration of product and policy information into the conversation flow. ShoppingGPT utilizes advanced routing ...

Why Policy-Conditioned Safety Matters? Conventional moderation models are trained on a single fixed policy. When that policy changes, the model must be retrained or replaced. gpt-oss-safeguard ...

Enterprises, eager to ensure any AI models they use adhere to safety and safe-use policies, fine-tune LLMs so they do not respond to unwanted queries. However, much of the safeguarding and red teaming ...

James is a published author with multiple pop-history and science books to his name. He specializes in history, space, strange science, and anything out of the ordinary.View full profile James is a ...