Alan Shimel, Chris Blask, Kate Scarcella, and Sid Nag
break down how Microsoft and Anthropic are bolting multi-model
critiques onto Copilot so enterprises can trust every response.
They also dig into new telemetry showing bots and autonomous agents now
outnumber humans on the public internet, and the cascading Trivy
supply-chain attack that just jumped into Checkmarx and LiteLLM.