What an AI Agent Actually Is (and Is Not): Goal + Plan + Tool Calls + Verification
In early 2026, “AI agent” is one of the most overused words in tech. Some people use it to mean a chatbot that can browse the web. Others mean an automation
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Evaluation & Safety
Hallucination tracking, compliance, and responsible NLP deployments.
Bias and toxicity audits for NLP models
Evaluation and Safety teams often struggle with measuring and reducing harmful outputs. The gap between a demo and a production system is usually in data
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Red-teaming LLMs: test cases that matter
Evaluation and Safety teams often struggle with building a realistic safety test set. The gap between a demo and a production system is usually in data
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