While a general-purpose model like Llama can serve many businesses, their safety policies are unique. A company might want to block mentions of competitors or enforce industry-specific compliance—use cases model creators cannot pre-program. This highlights the need for a customizable safety layer separate from the base model.

Bluesky is using AI not for content generation, but to democratize development. Its tool, Addy, allows any user to create custom feeds or moderation filters by describing what they want in plain English. This empowers community-led experiences without requiring any coding knowledge.

Bluesky wasn't founded to be a Twitter clone, but to deconstruct social media into modular components (identity, social graph). This protocol-based approach aims to solve the "cold start" problem for new apps, fostering an ecosystem of competition and user choice beyond a few dominant platforms.

As major platforms abdicate trust and safety responsibilities, demand grows for user-centric solutions. This fuels interest in decentralized networks and "middleware" that empower communities to set their own content standards, a move away from centralized, top-down platform moderation.

Bluesky is building an open social graph to prevent what Facebook did when it closed its API, which killed innovative apps like Hinge's original "friends-of-friends" feature. This open approach allows any developer to build new social experiences on existing connections, aiming to unlock a new wave of creativity.

To ensure the AT Protocol remains open, Bluesky is handing over critical components to independent bodies. The core identity directory is moving to a Swiss nonprofit, and the protocol specification is being submitted to the IETF. This preemptively removes Bluesky as a single point of control or failure.

To prevent a single company from controlling agent discovery and reputation like an app store, Cisco's open-source 'Agency' project builds its agent directory and identity systems on decentralized hash tables (DHTs). This ensures an open, interoperable ecosystem where no single entity is the gatekeeper.

The next major evolution for the public-by-default AT Protocol is adding support for private data, enabling private groups. CEO Tony Schneider sees this as the number one request from developers and the key to unlocking "10 or a 100 X the number of use cases," moving beyond the public square model.

The problem isn't anonymous speech, but that a few tech giants control the information landscape, making them targets for authoritarian influence. The structural solution is promoting a decentralized, federated social media ecosystem to diffuse control.