Bluesky’s First Transparency Report — A Deep Dive Into What It Reveals About Safety, Content, and Governance

Bluesky’s first official transparency report pulled back the curtain on how the decentralized social platform is managing content, takedowns, trust and safety, and governance — and it does so in a way that reveals both the promise and the growing pains of the “protocol-led” social networking movement.

Shweta Nagda

AI & ML

Teaching the Internet to See: How Elon Musk’s New Image-Labeling System on X Is Training AI at Scale

X is no longer just scrolling, posting, and reacting. With Elon Musk pushing a new image-labeling system on the platform, everyday users are quietly becoming part of one of the largest real-world AI training loops ever built. Every label, every correction, every context added to an image feeds a bigger goal: teaching AI how humans actually see the world.