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GP practices in Rotherham have introduced Emma, an AI receptionist that reportedly supports 17 languages. Healthwatch Rotherham says some patients are frustrated because the system struggles to understand broad local accents, causing callers to hang up.
A practitioner reports that fine-tuning Gemma 4 26B A4B on 100,000 court decisions failed to outperform a prompted base model for generating legal principles. The discussion explores whether the bottleneck lies in data quality, evaluation design, task complexity, or the fine-tuning workflow.
NanoClaw now integrates with Slack, allowing users to create persistent AI agent teams with specialized roles, memories, permissions, workflows, and avatars from a single message. Agents can collaborate in Slack channels and Canvases, while also being reachable through Telegram and WhatsApp.
Ramp has launched Router, an AI model routing service that allows users and companies to access and switch between multiple large language models. The service is available through an API.
Tactile robotics is expanding from sensor hardware into datasets, foundation models, and evaluation benchmarks. Research shows touch improves physical reasoning and robot success, but inconsistent sensor formats create major cross-device transfer challenges.
Amazon Bedrock AgentCore now supports Policy Authoring, which converts natural-language policy documents into Dogwood policies. The update helps teams enforce agent controls, including new time-based constraints, with worked examples and best practices.
Milan-based AI company Domyn raised roughly $1.1 billion, making it one of the largest financings ever announced by a European AI company. About 90% of the financing is debt and only around 10% is equity, making the capital structure the central story.
Waymo has published the architecture of its robotaxi onboard computer, offering its first detailed look inside the vehicle system. The company also introduced a custom 5-nanometer chip and identified seven suppliers supporting the platform.
Serval has made Catalyst generally available as an administrative super agent that discovers repetitive work and builds governed enterprise automations. It can also create background agents that monitor connected systems, identify emerging issues, and suggest fixes before employees submit tickets.
Uber has begun offering Baidu’s driverless Apollo Go vehicles through its app in Dubai. Riders booking UberX or Uber Comfort may be matched with an autonomous vehicle, while a dedicated Autonomous option increases the chance of requesting one.