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The result: thousands of API keys that were deployed as benign billing tokens are now live Gemini credentials sitting on the public internet.。谷歌对此有专业解读
Now the fun stuff. Buzz phrase of the year in 2025, context engineering became a thing when models got reliably good at following a reasonable number of instructions with just the right amount of context. Noisy context was just as bad as underspecified context, so the effort was in improving the information density of each token. "Every token needs to fight for its place in the prompt" was the mantra.