How a molecular / cellular biologist can use AI, task by task

I work as a molecular / cellular biologist. Part of my job is to design molecular or cellular laboratory experiments, oversee their execution, and interpret results.

Context: We use Microsoft Excel and Laboratory information management system LIMS; the work draws on biology, chemistry and medicine and dentistry.
Organism and question: [describe]
Setting: [lab, field]

Draft the study plan and ethics considerations. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a molecular / cellular biologist. Part of my job is to conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation.

Context: We use Wolfram Research Mathematica and The MathWorks MATLAB; the work draws on biology, chemistry and medicine and dentistry.
Structure or process: [describe]
Methods available: [instruments, assays]

Outline experiments, controls, expected results, pitfalls, and key references. Give sources I can check and say clearly when you're unsure.

I work as a molecular / cellular biologist. Part of my job is to instruct undergraduate and graduate students within the areas of cellular or molecular biology.

Context: We use Microsoft PowerPoint and Molecular Devices Corporation MetaMorph; the work draws on biology, chemistry and medicine and dentistry.
Topic: [concept]
Students: [level]

Plan a lecture with demonstrations, problems and misconceptions to address. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

I work as a molecular / cellular biologist. Part of my job is to evaluate new technologies to enhance or complement current research.

Context: We use Wolfram Research Mathematica and Agilent Technologies GeneSpring GX; the work draws on biology, chemistry and medicine and dentistry.
Technology or method: [describe]
Our needs: [requirements]

Compare it with our current approach on accuracy, cost, time and risk, and propose a small trial.

I work as a molecular / cellular biologist. Part of my job is to develop assays that monitor cell characteristics.

Context: We use Microsoft Excel and Wolfram Research Mathematica; the work draws on biology, chemistry and medicine and dentistry.
Process to study: [biological mechanism, cell characteristic]
Tools: [assays, instruments]

Propose method options and validation steps. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a molecular / cellular biologist. Part of my job is to conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.

Context: We use Wolfram Research Mathematica and The MathWorks MATLAB; the work draws on biology, chemistry and medicine and dentistry.
Question: [planting, spraying, soil, harvest]
Crop and conditions: [crop, region, soil]

Summarize best practices, a field trial design, measurements, and extension sources to check. Give sources I can check and say clearly when you're unsure.

I work as a molecular / cellular biologist. Part of my job is to develop guidelines for procedures such as the management of viruses.

Context: We use Microsoft Word.
Topic: [virus management, diagnostic technique]
Evidence: [studies, guidelines]

Draft guidelines with evidence levels and references to verify. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

I work as a molecular / cellular biologist. Part of my job is to confer with vendors to evaluate new equipment or reagents or to discuss the customization of product lines to meet user requirements.

Topic: [security, system design]
Who: [IT, architects]

Draft talking points and questions. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

I work as a molecular / cellular biologist. Part of my job is to participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.

Context: We use Microsoft Excel and Python; the work draws on biology, chemistry and medicine and dentistry.
Product or method: [drug, process]
Goals: [describe]

Plan development stages, tests and decision points. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a molecular / cellular biologist. Part of my job is to design databases, such as mutagenesis libraries.

Context: We use Python and R; the work draws on biology, chemistry and medicine and dentistry.
Data: [experiments, models, observations]
Uses: [queries, analysis, sharing]

Design a schema with tables, keys and metadata, and write creation scripts and example queries. Propose the approach first, then the code with comments and tests, and point out security risks.