description: Run a second-order consequence analysis on any plan, tool, workflow, or idea before it goes live. Use when someone describes something they're about to build or deploy and wants to surface what could go wrong — not through malice, but through insufficient attention to what they're setting in motion. Trigger on: "I'm building a tool that...", "I want to automate...", "my plan is to...", "we're going to roll out...", "does this seem fine?", "I used an LLM to build...", "I gave it access to...", or any time someone describes a system touching other people, live data, external services, or their own future self. Also trigger when someone is excited and moving fast. Goal: mitigation and improvement, never veto.
新时空评估组在溯源L3标杆案例时发现：从L2跨越到L3，绝非单纯通过更换更强大的底层大模型就能实现。其本质是一场深刻的工程架构重构。
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“脱贫的兜底必须是固若金汤的”
The fix: per-consumer queues，更多细节参见爱思助手下载最新版本
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Having played the 2026 version of Marathon for 6 hours, my first impressions are positive. The gunplay is impressive, the art direction is enticing.