The Hidden Cost of AI: Extractive AI Is Bad for Business The next big AI risk isn’t existential, it’s economic. Companies that extract workers’ expertise without consent may find themselves trading short-term speed for long-term value erosion. The Chinese A...

Let's protect human workers to make products and services better.

nationalinterest.org/blog/techlan...

Defending Against Intelligent Attackers at Large Scales We investigate the scale of attack and defense mathematically in the context of AI's possible effect on cybersecurity. For a given target today, highly scaled cyber attacks such as from worms or botne...

My math says that small increases in the number of defenses can hold off exponential increases in the number or speed of attackers. Surprised? Disagree? Take a look and tell me why.

www.arxiv.org/abs/2504.18577

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Unlike other domains of conflict, and unlike other fields with high anticipated risk from AI, the cyber domain is intrinsically digital with a tight feedback loop between AI training and cyber applica...

Kicking things off with some self-promotion.

Wonder whether AI will help or hurt in cyber? Feel like reading an 80-page comprehensive analysis? No? What if you can get most of it in three minutes by just skimming the table of contents and a couple tables in section 9.

arxiv.org/abs/2504.13371