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1
AI-Era Schools Should Teach Practical Judgment, Not Just Knowledge
AI is already better at explaining knowledge. Schools need to teach students how to apply practical concepts.
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2
What Would It Take to Reduce AMOC Risk? A Thought Experiment for AI and Space Infrastructure
The claim that a space sunshade could reduce AMOC risk remains unproven. This essay asks what would have to be observed and tested first.
3
How AI Can Help Students Who Ask Many Questions
For people who need the whole map before they can move, AI can turn questions into scores instead of merely covering a weakness.
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No Company Has Made Money With AI? The Question Is Too Early
AI has not deeply entered field work yet.
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AI Is Not Advancing Too Fast: Global Warming, Hair Loss, Aging, and Moon Bases Are Still Unsolved
Before saying AI is too fast, we should ask which problems humanity still has not actually solved. If we cannot even build a moon base yet, we need the ability to install, run, and fix answers in the real world, not slower tools.
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A Letter to a Future AGI: Be Good to Me, and Just Let Me Live
A thought you never record disappears. A future intelligence can read only what you leave as writing, code, projects, or other records. If AI may one day gather and read conversations and records together, writing down who you were keeps the chance of being read above zero.
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The Order of AI Job Automation: From Checkable Tasks to Human Roles
AI does not take work at random. It replaces work in order: tasks where answers converge, responsibility, control, ownership, value judgment, and finally the question of human existence.
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Tasks with Checkable Answers Are Automated First: Stages 1 to 5
Work whose results can be checked, such as translation, coding, analysis, and predicting public response, moves to AI first.