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Second Pass

Read one practical AI idea before you book a call. Each issue gives you a way to think about real work, review, risk, or workflow design.

Kiyan Sheikh

Best place to start

Start with the latest practical idea.

Professionals

Jun 2, 2026 · 3 min read

AI speed still needs human review

AI can speed up the first draft, but you still need review, context, and human expertise to make the work hold up.

Read when

You have an AI-assisted recommendation, but you need to defend the logic, sources, and risk.

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More practical AI problems.

Professionals

May 19, 2026 · 4 min read

Human-centred AI starts with control

Human-centred AI starts with the work people need to do, the control they need to keep, and the decisions they still own.

Read when

A tool promises responsible AI, but no one has named the owner, evidence, or stop rule.

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Professionals

May 11, 2026 · 5 min read

More AI output is not better work

More output can create more review work. The better test is whether AI makes the next person’s work easier.

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You are sending AI-assisted work to someone who needs a clear ask, source trail, and decision path.

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Small Business

Apr 30, 2026 · 6 min read

Measure AI by rework, trust, and time

Time saved matters, but AI value also shows up in better decisions, less rework, and work people can trust.

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Your team uses AI, but no one can point to less rework, faster decisions, or more client time.

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Students

Apr 21, 2026 · 5 min read

Use AI without crossing the cheating line

AI becomes risky when people skip the review. The useful question is how much learning and responsibility stay with you.

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You need AI support for school or work, but the final reasoning must still be yours.

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Career GrowthProfessionals

Apr 13, 2026 · 7 min read

Told to use AI, but not given time to learn?

AI access does not create skill on its own. People need one useful task, clear instructions, and review rules.

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Your team has AI access, but people are guessing how to use it on real work.

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Career GrowthProfessionals

Apr 6, 2026 · 6 min read

Watch your tasks, not your job title

Career risk becomes easier to handle when you know which repeated tasks AI can change first.

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AI headlines make your role feel uncertain, and you need to separate routine tasks from judgment work.

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