Latest 6G and AI news, analysis, and industry updates.
Anthropic’s new global workspace research separates reportable internal states from silent computation in Claude, giving AI governance a concrete way to inspect what the model retains and broadcasts before it answers. The work suggests future monitoring of AI agents must go beyond final outputs to include working-memory states.
AI alignment research has made significant strides but faces new challenges as model capabilities accelerate. We survey the state of alignment science, from RLHF refinements to constitutional AI and mechanistic interpretability, and assess whether safety research is keeping pace with capabilities.
As AI systems make increasingly consequential decisions, the demand for explainability has moved from academic interest to regulatory requirement. We explore the latest XAI techniques, from attention visualization to concept-based explanations, and how they're being deployed in healthcare, finance, and criminal justice.