Mercor routes 63B tokens through Vercel AI Gateway in 10 days

StateBench grades state tracking at four difficulty levels; recurrent and hybrid models like Gated DeltaNet generalize much farther than transformers when trained directly on the tasks. Frontier models including Gemini 3.8 Flash, Claude Opus 5.5, and GPT-6 Sol and Luna still break down on harder variants as inputs grow longer.

AWS walkthrough shows how Bedrock AgentCore Gateway propagates user identity to ServiceNow APIs via on-behalf-of token exchange, so downstream calls carry the initiating user rather than the application itself.

Gen Digital used Amazon Bedrock AgentCore Web Search to power Norton Revamp's AI-curated news feed for professionals managing their online reputation. The AWS customer post details the build.

AWS technical how-to covers building voice-first conversational applications on AWS, spanning virtual assistants, AI contact centers, real-time translation and accessibility tools. It references Amazon Connect and Amazon SageMaker AI as the underlying services.

NVIDIA's open multilingual RE-USE model restores speech quality across real-world degradations, removing background noise, echo and other distortions. It ships with only 9.6M parameters, and a demo plus downloadable weights are available on Hugging Face.

Hugging Face blog post from IBM Research describes Palette, a small model trained to generate presentation decks that follow a given design language. No benchmark scores, parameter counts, or release details are given in the available snippet.

Moonshot AI's open-weight Kimi K3, described as reaching frontier-level coding and agentic intelligence at release, can now run with in-country inference in India on Bedrock, alongside existing global and US-based options.