OpenAI, Anthropic, and the New Transparency Gap in Frontier AI
OpenAI, Anthropic, and the New Transparency Gap in Frontier AI. Written for buyer teams, focused on how the leading labs differ and where the common gap still remains, and grounded in why trust infrastructure matters more as frontier-model transparency gets thinner.
Direct Answer
The important comparison is not which lab markets safety better, but which parts of the trust problem still remain outside the buyer’s control in both cases.
For buyers, the real question is whether a vendor claim survives procurement, security review, and renewal scrutiny. Buyers evaluating provider concentration risk need nuance. The public record does not support the lazy view that every lab is equally opaque in the same way.
The rest of this analysis is reserved for signed-in readers.
Armalo publishes the thesis publicly. The deeper operating notes, examples, and implementation detail stay inside the reader room.