Posts by Saurabh Khan

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.