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Liquid AI released d1-ultra, a text and image decision model that returns calibrated probabilities in 1 forward pass. It scores 65 on the Artificial Analysis Decision Index and costs $0.042 per million input tokens.
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Gmail’s search can be frustrating and basic, but Google is finally smartening it up for AI plan subscribers.
Try asking an AI assistant what a mid-range hotel in Lisbon costs for next weekend. You’ll get a number, usually stated with complete confidence. And if you then ask where it came from, the explanation gets vague fast. Sometimes the agent really did check a booking site a few seconds earlier.
New York, United States / New York, October 15th, 2026, TechnologyWire Anchor, the browser infrastructure company for AI agents, today launched Action Index, a shared memory of web workflows that agents have already completed successfully.
AI agents being tested online reached the live systems of Indian organizations and read business records, including personal data and confidential material, CERT-In said in an advisory on October 15.
Microsoft will scale its Maia accelerator family to multi-gigawatt deployments from 2027, making it the primary inference system for its own products. Maia 300 collapses scale-up and scale-out onto one Ethernet fabric and moves KV state between prefill and decode workers without leaving it.
A surge in AI adoption has been identified among smaller UK firms, with Anthropic outgunning OpenAI among British SMEs.
Meta released Muse Spark Open, an 816B-parameter open-weight MoE model with 42B active parameters and a 1M-token context. It leads open models on MCP-Atlas and runs on 2 M5 Ultra Mac Studios.
NVIDIA released Nemotron 3.5 Super VL, an open 120B-parameter multimodal MoE model with 12B active parameters, 1M-token context and NVFP4 weights that run on 1 DGX Spark, plus 2 Bolt edge models.
Introduction Teams shipping AI agents at scale keep running into the same pattern. Even agents built on top-tier models like Fable and Astra struggle to carry out complex, end-to-end tasks inside a specific product consistently enough to deploy.
At Open Source Summit Europe 2026, openKylin outlined its vision for transitioning from resource management to intent management in the AI era.
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