Your agent reports “done — all tests pass. ” Do you believe it? Nothing in that sentence is evidence, and the cost of finding out lands on you, later.
Real transaction data is never clean — and the worst part is that it looks clean. This is a short story from a real dataset (UCI Online Retail: 541,909 e-commerce transactions) about the quietest way to destroy data: silent type coercion. All numbers below come verbatim from an executed notebook.
Large Language Models have quickly become part of everyday software development. We ask them to explain code, debug errors, generate tests, write Python scripts, summarize documentation, or help us understand an unfamiliar codebase. Within seconds, we get a response that can feel surprisingly n...
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AI competition is moving into a new battlefield: Cybersecurity. Chinese AI startup Z. ai has announced that its new open-source model, GLM-5.