Perceived parity between open models and frontier labs is shifting competition from raw quality to cost, governance and deployment control, especially in sensitive domains.
Perceived parity between open source models and frontier labs, emerging in a critical domain, shifts competition from technical quality to cost and governance. Organizations handling sensitive data see self-hosted LLMs as a concrete option: TCO, late...
A cybersecurity network builder reports no longer seeing meaningful differences between open source models and frontier lab releases. With the perceived technical gap shrinking, marketing pressures on token pricing intensify as companies eye public m...
