Quick pause before we go further. Levels 3 through 5 are the building blocks for everything that follows. LLMs are unpredictably good at some things and bad at others, and you need to develop an intuition for where those edges are before stacking more automation on top. If your context is noisy, your prompts are under- or misspecified, or your tools are poorly described, levels 6 through 8 just amplify the mess.
Vicki Pavitt, a London-based love coach, often helps people who thought they'd found their soulmate, only to discover that the fairy tale came with emotional manipulation, flakiness, and a constant sense of anxiety.
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2026年，南方电网广东电网公司（简称“广东电网”）将加快新型电力系统和新型能源体系建设，加快全面智能化发展，更好统筹发展和安全，为广东经济长期持续健康发展、在推进中国式现代化建设中走在前列贡献更多电网力量。
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