Tuya adds cloud-based smart-home control to Meta’s Muse agent
The open-source Tuya Cloud Devices skill lets Meta’s Muse query and control Tuya-connected devices in natural language without local device keys or firmware changes.
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Runway releases Praxis‑1 world action model with open weights
Runway has made Praxis‑1, a 27-billion-parameter model designed to predict robot video and actions jointly, generally available with Apache 2.0 open weights.
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Salesforce SFR-AutoR&D delegates the model research loop to agents
Salesforce AI Research says SFR-AutoR&D improves embedding models by assigning hypothesis generation, implementation, controlled experiments and validation to research agents.
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RHEL MCP server makes AI-assisted system diagnostics generally available
Red Hat has made its RHEL MCP server generally available, exposing system data to AI assistants through controlled, read-only diagnostic tools by default.
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AWS Emulator brings cloud API testing into local coding-agent workflows
AWS has made AWS Emulator generally available, letting applications and coding agents exercise AWS APIs locally before deploying resources to the cloud.
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SambaCloud makes GLM-5.3 available through an OpenAI-compatible API
SambaNova’s current model dashboard lists Z.ai’s GLM-5.3 as available on SambaCloud, with access through an OpenAI-compatible API and the exact GLM-5.3 model identifier.
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Plurai opens its AI-agent simulation platform alongside a $13M seed round
Plurai made its platform for testing enterprise AI agents with synthetic scenarios generally available and announced $13 million in seed funding.
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Serve Robotics opens its 2,000-robot delivery fleet through a developer API
The AV Delivery Developer Portal lets applications and AI assistants request and track Serve deliveries, while access to live robots remains subject to company approval.
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Gemini Decisions API scores up to 1,000 multimodal decisions in one pass
Google’s new API, powered by Gemini Decision 1, returns probabilities and confidence scores for closed-set decisions across text, images, audio, video, and PDFs.
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HUMAIN and VUZ unveil HUMAIN+ immersive AI learning platform
HUMAIN and VUZ announced HUMAIN+, combining virtual and in-person AI learning with immersive streaming; broader availability is planned for the coming months.
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AWS UAEF evaluates AI agents across frameworks with 36 metrics
AWS's open-source UAEF system normalizes traces from different agent frameworks and compares them with 36 built-in metrics across seven dimensions.
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Hugging Face tests a 4× reduction with pooling-aware training
Pooling-aware training reduced document vectors to one quarter in a multi-vector search index while retaining 97.8% of the unchanged nDCG@10 performance.
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