Moment of introspection aside, I’m not sure what the future holds for agents and generative AI. My use of agents has proven to have significant utility (for myself at the least) and I have more-than-enough high-impact projects in the pipeline to occupy me for a few months. Although certainly I will use LLMs more for coding apps which benefit from this optimization, that doesn’t imply I will use LLMs more elsewhere: I still don’t use LLMs for writing — in fact I have intentionally made my writing voice more sardonic to specifically fend off AI accusations.
Solver and cache: content-addressable execution
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App、验证码、U盾，这些工具防的是黑客攻击，但防不了心理操控。骗子不是强行入侵系统，而是入侵了人的信任结构：他们假借权威、制造恐惧、剥夺判断力，让受害人在不知不觉中上当受骗。