Strategy consultant and independent researcher in AI and financial markets
How media typically covers Philipp D Dubach
Philipp D Dubach as author
AI labs entering defense contracting will undergo rapid consolidation and value-extraction dynamics similar to Cold War defense industry consolidation, with financial incentives eventually overwhelming ethical guardrails.
“Author of "When AI Labs Become Defense Contractors"”
AI systems have a structural ceiling around the 95th-98th percentile of quality due to next-token prediction mathematics, RLHF training dynamics, and model collapse, making domain expertise increasingly valuable rather than obsolete.
“Author of "The Impossible Backhand" in Philipp Dubach”
Referenced in coverage
“Author analyzing whether AI is really eating the world, discussing value distribution in AI markets and AGI timelines.”