与此同时,伊朗快速的城市化进程重塑了消费版图。随着新兴商业综合体的兴起,以及线上购物平台的普及,城市居民的消费场景日趋多元化,交易空间从传统街区向现代商场与数字平台转移。在此背景下,过去长期以巴扎为核心的交易网络,在日常消费层面日趋式微。
Andrej Karpathy described the pattern: “I ‘Accept All’ always, I don’t read the diffs anymore.” When AI code is good enough most of the time, humans stop reviewing carefully. Nearly half of AI-generated code fails basic security tests, and newer, larger models do not generate significantly more secure code than their predecessors. The errors are there. The reviewers are not. Even Karpathy does not trust it: he later outlined a cautious workflow for “code [he] actually care[s] about,” and when he built his own serious project, he hand-coded it.
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8. Appendix - Introduction to Modular Design¶
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Earlier this month, Ars retracted the story after it was found to include fake quotes attributed to a real person. The article — a write-up of a viral incident in which an AI agent seemingly published a hit piece about a human engineer named Scott Shambaugh — was initially published on February 13. After Shambaugh pointed out that he’d never said the quotes attributed to him, Ars‘ editor-in-chief Ken Fisher apologized in an editor’s note, in which he confirmed that the piece included “fabricated quotations generated by an AI tool and attributed to a source who did not say them” and characterized the error as a “serious failure of our standards.” He added that, upon further review, the error appeared to be an “isolated incident.” (404 Media first reported on the retraction.)
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