Review scientific literature for updates

Review scientific literature for updates — real work, not an imagined feature: named inside 9 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.

9career tasks name it
4prompt heights

The four heights

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

Execute — do the immediate task

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I need a two-page brief summarizing new papers on dietary nitrate and cardiovascular outcomes from…
I need a two-page brief summarizing new papers on dietary nitrate and cardiovascular outcomes from the last 18 months. Summarize study design, sample size, primary outcome, effect size, and one sentence on reliability for each paper. Deliver to me and to Dr. Patel in research by Friday so we can discuss at Monday's lab meeting.

Improve — make it easier to accept

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Before I circulate this literature update to the research team, make it easy to spot what actually…
Before I circulate this literature update to the research team, make it easy to spot what actually changes practice. Put a one-line bottom-line for practice at the top, then for each paper list design, size, main result with effect size, and a one-sentence assessment of bias or limitation. Flag any studies that should alter our protocol or warrant replication.

Decide — diagnose the stuck moment

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A postdoc stopped by and asked whether the recent nitrate papers require changing our trial…

A postdoc asked if new nitrate papers mean protocol change.

A postdoc stopped by and asked whether the recent nitrate papers require changing our trial protocol. I am the principal investigator, the postdoc runs daily work, and the trial is mid-recruitment. I'm worried a premature change could derail the study but also worried we might be exposing participants to avoidable risk. I do not know how convincing the new evidence is. What's the likely diagnosis and the best next move?

Become — change the pattern

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Across projects I keep pausing to scan recent papers and then second-guess established protocols,…

Constantly re-scanning literature and second-guessing protocols.

Across projects I keep pausing to scan recent papers and then second-guess established protocols, which delays decisions and frustrates my team. I want a dependable habit to assess when new evidence truly requires protocol amendment. What routine or decision rule should I adopt to balance staying current with maintaining trial stability?

Where the evidence lives

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

Beverage TechnologistFermentation TechnologistFood Product DeveloperFood Safety OfficerFood Safety SupervisorFood Technologistalso: Review research and literature in the fieldalso: Review research literature to stay current
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.
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The rest of the map

Same library, five ways in.