How a biochemist / biophysicist can use AI, task by task

I work as a biochemist / biophysicist. Part of my job is to teach or advise undergraduate or graduate students or supervise their research.

Context: We use Microsoft PowerPoint; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to share research findings by writing scientific articles or by making presentations at scientific conferences.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
Topic: [status, results, fixes]
Audience: [customers, staff]
Notes: [paste]

Draft slides outline and speaker notes. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a biochemist / biophysicist. Part of my job is to develop new methods to study the mechanisms of biological processes.

Context: We use SAP software and Microsoft Excel; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to design or perform experiments with equipment, such as lasers, accelerators, or mass spectrometers.

Context: We use SAP software and Microsoft Excel; the work draws on biology, chemistry and physics.
Research question: [describe]
Constraints: [sample, budget, time]

Draft a study design with sampling, measures and analysis plan. 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 biochemist / biophysicist. Part of my job is to study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to study spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to study the mutations in organisms that lead to cancer or other diseases.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
Disease or parasite: [name]
What I want to learn: [cause, spread, treatment]

Summarize what's known, open questions, experiment designs, and key references. Give sources I can check and say clearly when you're unsure.

I work as a biochemist / biophysicist. Part of my job is to research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to research transformations of substances in cells, using atomic isotopes.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to examine the molecular or chemical aspects of immune system functioning.

Context: We use Molecular simulation software and SAS; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to develop or test new drugs or medications intended for commercial distribution.

Context: We use SAP software and Microsoft Excel; the work draws on biology, chemistry and physics.
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 biochemist / biophysicist. Part of my job is to research how characteristics of plants or animals are carried through successive generations.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
Question: [trait, gene, expression]
Organism and data: [species, samples, sequencing]

Outline the experimental design, analysis methods, controls, and key literature. Give sources I can check and say clearly when you're unsure.

I work as a biochemist / biophysicist. Part of my job is to develop or execute tests to detect diseases, genetic disorders, or other abnormalities.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
Disease or parasite: [name]
What I want to learn: [cause, spread, treatment]

Summarize what's known, open questions, experiment designs, and key references. Give sources I can check and say clearly when you're unsure.

I work as a biochemist / biophysicist. Part of my job is to investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
Question: [trait, gene, expression]
Organism and data: [species, samples, sequencing]

Outline the experimental design, analysis methods, controls, and key literature. Give sources I can check and say clearly when you're unsure.

I work as a biochemist / biophysicist. Part of my job is to develop methods to process, store, or use foods, drugs, or chemical compounds.

Context: We use SAS and IBM SPSS Statistics; the work draws on biology, chemistry and physics.
Product: [food item]
Goal: [flavour, shelf life, nutrition, texture]

Suggest formulation or process changes, tests to run, and regulations to check. Give sources I can check and say clearly when you're unsure.