The future of algorithmic transparency: purely AI-driven recommendations. What's the technical architecture behind this? The commitment to open source the recommendation algorithm code represents a significant shift toward community accountability. By making the underlying logic publicly auditable, developers and users can independently verify how posts get surfaced in feeds. This approach directly addresses the black-box algorithm concerns that plague centralized platforms. Will this model become the standard for decentralized networks? The implications for protocol governance and user trust are substantial—when communities can inspect and understand the recommendation mechanisms, it fundamentally changes the power dynamics between platforms and their users.