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A batch of the best highlights from what Jiean Yang's read, .

Uncertainty around AI takes different shapes and forms, but we can boil it down to [three](https://psycnet.apa.org/record/1987-17331-001) main categories that every manager should consider: *state*, *effect* and *response* uncertainty.

A Toolkit to Help You Manage Uncertainty Around AI

Harvard Business Review

Program + Programming Product + Programming System = Programming Systems Product • Programming Product (generalization, testing, documentation, maintenance): A program that can be run, tested, repaired, and extended by anyone. It can run on multiple operating system platforms and be used with multiple sets of data. • Programming System (interface system integration): A collection of programs that work together functionally, with standardized formats, capable of interaction, and can be used to assemble and build the entire system.

The-Mythical-Man-Month-人月神话

xiaokaup.me

Mr Trump’s supporters chalk that up to his unpredictability and willingness to take strong and unconventional action, a combination that can indeed keep awkward countries in line.

A Second Trump Term Comes With Unacceptable Risks

The Economist

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