Model collapse began as a theoretical concern but now shows up as observable degradation in tools that millions of practitioners use daily.

The degradation is subtle but cumulative. Tools that release frequent updates while training on datasets polluted with ...

The conversational prowess of AI chatbots like ChatGPT, Gemini, and Claude appears to stem from sophisticated algorithms alone, but this apparent autonomy masks a critical dependency: after these AI ...

Another machine unlearning method recently was developed specifically for AI-generated voices. Jong Hwan Ko, an associate ...

OpenClaw is basically a cascade of LLMs in prime position to mess stuff up if left unfettered.

The world’s biggest technology superpowers—the U.S., the European Union (EU), and China—have each established their own distinct rulebooks to regulate artificial intelligence, creating a complex and ...

Apertus was released in early September 2025. It is a multilingual model developed by the Swiss Federal Institutes of Technology in Zurich (ETH) and Lausanne (EPFL). The model was pretrained with 60% ...

Data-driven AI systems increasingly influence our choices, raising concerns about autonomy, fairness, and accountability. Achieving algorithmic autonomy requires new infrastructures, motivation ...

Traditional technical debt metaphors suggest something that can be paid down incrementally. Over-engineering does not behave ...

A call to reform AI model-training paradigms from post hoc alignment to intrinsic, identity-based development.

The agent acquires a vocabulary of neuro-symbolic concepts for objects, relations, and actions, represented through a ...

Schools offer structure, repetition, and alignment with developmental milestones in learning privacy skills. Community ...