Analysis

A GET-only API proves model weights walk out the door through URL parameters while safety researchers debate whether exfiltration is "overrated."

OpenAI’s guide promises to link AI spend to business value, but its ROI math rests on hypotheticals and ignores the hard work of true outcome measurement. SaaS leaders need a sharper, FinOps‑driven approach.

AI can now prove theorems, but policymakers and executives risk treating that output as a substitute for deep mathematical capacity—a critical infrastructure that cannot be rebuilt overnight.