Social media platforms announce major initiatives: they will open source all their recommendation algorithm code within a week, including the complete logic for organic traffic and ad recommendations. More notably, they have also committed to regular updates every 4 weeks, accompanied by detailed developer annotation documentation.

This approach is quite rare in the internet industry. When discussing the transparency advantages of blockchain, this case demonstrates the importance of open source models in building user trust. Algorithm black boxes have long been criticized for preventing users from understanding content distribution logic. Full transparency means that the developer community can review, optimize, and even propose improvements—this collaborative model is precisely the decentralized governance approach advocated by Web3. The commitment to regular updates and comprehensive documentation ensures the sustainability of this process. In a sense, this reflects the broader trend of the tech industry moving toward greater openness and transparency.