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UK government response to the AI regulation consultation emphasizes sector-based rules, a £100 million investment, and OpenAI and Anthropic's public support for the approach.
Maia 200 is in production and Maia 300 targets new workloads, as Microsoft plans multi-gigawatt deployments from 2027.
The researchers propose TokenRouter, a serving system that routes tokens across multiple language models with asynchronous subservers and delayed batching, and they report higher decoding throughput in their tests.
Google is putting information agents into Search while its own research blog names foundational agent privacy and security problems that still need coordinated defenses.
Google reports Gemini 2.0 introduces agentic capabilities, Deep Research, and a Flash variant for testing, with broader integration planned for Gemini app, Search, and other products.
Google introduced Playground, an experimental gaming platform that lets users create, play and share custom games with prompts instead of code.
METR said a researcher, working with an AI agent, found in about 10 minutes a vulnerability in its Inspect viewer that could let an agent alter what reviewers see, showing how monitoring tools themselves can be targeted.
Google researchers said a late-2025 workshop in New York City produced a report on privacy and security challenges for autonomous agents, including a call for standardized multi-agent benchmarks.
Researchers proposed disaggregated quantization for large language models, using different formats and weights for prompt processing and token generation, and reported accuracy and latency gains in tests on Qwen 3 and Gemma 3.
Barclays is extending Claude across its operations to speed software development, modernize legacy systems and improve customer and client outcomes, with adoption targets set through 2027.