risk management - Adjacent

Jul 10

AI Companies Are Hiring Geopolitics Experts to Navigate Trump and Regulation

As AI deployment accelerates and political risk spikes under a Trump administration, companies like OpenAI and Anthropic are rapidly building in-house foreign policy expertise rather than relying on external consultants. This shift reflects a recognition that AI regulation, export controls, and international competition are now core business risks—not peripheral compliance issues. Geopolitics fluency is now essential to product roadmaps and go-to-market strategy. The talent crunch reveals a real gap: tech's traditional engineering-and-product culture lacks the institutional knowledge to manage state actors, treaty frameworks, and supply chain vulnerabilities that now determine which AI products can scale globally.

theme-brand talent/hiring strategy operational efficiency risk management

May 18

Bug Bounty Programs Fight Back Against AI-Generated Noise

Source: Financial Times

As AI tools democratize vulnerability hunting, platforms like HackerOne and Bugcrowd are deploying counter-AI systems to filter junk submissions while implementing stricter vetting. This creates friction for legitimate security researchers. Companies can now afford to be pickier about who participates, potentially narrowing the diversity of researchers who find actual exploits and creating moats around traditional security talent networks. Bug bounties were supposed to open up vulnerability discovery; instead, they're calcifying into gated communities.