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Subliminal Learning: How AI Models Inherit Hidden Dangers

Researchers have uncovered an unexpected flaw in one of the most common techniques used to build smaller, cheaper AI models: Distillation. When a “student” model is trained on filtered outputs from a larger “teacher,” it can still inherit the teacher’s quirks and unsafe behaviors, even when those traits never appear in the training data. They’re

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Agent Frameworks vs Runtime vs Harnesses: What They Are and When to Use Which 

AI agents are LLM-powered systems that act autonomously to solve complex tasks. Unlike simple chatbots, agents plan steps, call external tools, and use memory to keep context. For example, an agent can analyse data sources and generate a multi-step plan, whereas a basic LLM app can only answer a single prompt.   Therefore, developers now need

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