AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.

According to Anthropic, "Claude Sonnet 4.6 is our most capable Sonnet model yet." The company says Sonnet 4.6 has a 1 million ...

Americans are living in parallel AI universes. For much of the country, AI has come to mean ChatGPT, Google’s AI overviews, and the slop that now clogs social-media feeds. Meanwhile, tech hobbyists ...

Claude Sonnet 4.6 is more consistent with coding and is better at following coding instructions, Anthropic said.

Companies are realizing they can no longer simply promote themselves to potential customers. They have to win over the robots ...

Moltbook is a social media platform, like Facebook or Reddit, but for AI bots only. Moltbook's AI system is agentic, which means it functions like an independent agent instead of waiting for prompts.

OpenAI has recently published a detailed architecture description of the Codex App Server, a bidirectional protocol that decouples the Codex coding agent's core logic from its various client surfaces.