Under The Hood — July 24, 2026 Deep technical deconstructions, code-level analysis, and architectural briefs from primary engineering tracks. ⸻ Architecture is the strategy. Hype is just overhead. The 30-second compilation. Closed-source AI labs are lobbying for a ban on open-source models, citing IP theft (“distillation”) from Chinese competitors. This is a valuation preservation play as the performance gap between expensive proprietary APIs and free, self-hostable models e

Your single-vendor AI strategy is a major risk. Anthropic's $1.5B settlement for training on pirated books proves the legal liability is real and flows down to you. Their lobbying for an "opensource ban" isn't about security; it's about protecting their valuation from cheaper models. Demand data provenance and architect for sovereignty.