Conduct research and experiments

Conduct research and experiments — real work, not an imagined feature: named inside 18 evidenced career tasks. Below are four ready AI prompts for it, one per height of help: do it, make it easier to accept, decide when you are stuck, and change the pattern for good.

18career tasks name it
1prompt heights

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Decide — diagnose the stuck moment

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We just got a note from the lab: the sample size in the plan exceeds their throughput and the…

The lab manager questioned our sample size calculation.

We just got a note from the lab: the sample size in the plan exceeds their throughput and the statistician is unavailable. I'm worried the plan will be delayed and the sponsor will be annoyed. What is the sensible short fix—reduce sample size, extend the timeline, or subcontract the assays—and which choice preserves the integrity of results with least operational pain?

Where the evidence lives

Who was seen doing this, and what people really ask.

Agricultural ChemistAnalytical ChemistComputational ChemistCosmetic ChemistEnvironmental ChemistInorganic Chemistalso: Design and conduct research studiesalso: Conduct experimentsalso: Perform tests and experiments
Software tasks in the LLOS Work Atlas come from evidence, never a feature list: careers attested to do the work, real job descriptions, and the questions people actually ask (with their view counts). Facets — feature, workflow, troubleshoot, administer, deploy, scale — are open metadata: the work decides, not a taxonomy.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.

The rest of the map

Same library, five ways in.

Work Atlasthe whole map, interactiveCareers1,949 jobs and their real tasksSoft skillsthe human part of the workActivities500 things people doPrompt Librarybrowse every prompt