Google is putting Antigravity coding agents inside popular IDEs while centralizing identity, spending, tool access and audit controls in Gemini Enterprise.

NVIDIA says its AVO agent system completed every level in ARC-AGI-3’s public set, showing why persistent state, tools, feedback and recovery matter—while leaving private-set generalization and production safety unproven.

Anthropic has added Claude Mythos 5 to Claude Security for Enterprise repository scans, exposing vulnerability findings and suggested fixes without opening direct model access.

Google Cloud demonstrates ADK-driven agent optimization—and why platform teams must evaluate real task feasibility and tool trajectories, not polished answers alone.

Binance Agent OS connects AI assistants to live market data and real-money trading through MCP. Its sub-account controls show both the promise and the unresolved risks of production agents.

Google Cloud and Box are integrating Gemini Embedding 2 into Box’s Agentic Platform, giving enterprise retrieval systems a shared semantic layer for text, document pages, images, charts, audio and video.

NVIDIA has made TensorRT Model Connect publicly available, offering a two-command path from supported Hugging Face checkpoints to deployable TensorRT bundles and native C++ inference.