0
Applied AI·September 19, 2026·1 min read

AI safety conversations have gotten unbelievable

Share

The gap between viral AI-safety discourse and what’s technically or institutionally real is widening, which makes it harder for operators to separate theater from constraints. Build your risk posture off concrete capabilities, regulations, and contracts — not Twitter threads or podcast hypotheticals.

Applied AI

Sources: the USPTO and US Copyright Office were surprised by the DOJ's brief supporting OpenAI and Microsoft in their dispute with the New York Times

Regulators are not yet aligned on how to treat training data and copyright — the DOJ backing OpenAI and Microsoft while USPTO and Copyright Office are surprised is a coordination gap, not a settled doctrine. If your product depends on large-scale data ingestion, assume the legal environment will stay fluid and design for fast policy pivots rather than a single stable precedent.