field file · science & nature
Mixed
Biology
living things & how they function
Literature work and large-scale data analysis are highly exposed, while experimental design and benchwork stay human.
Biology runs on observation and experiment: designing studies, working at the bench, reading what living systems actually do. AI now handles a lot of the analysis, sorting sequences, spotting patterns, drafting literature reviews, predicting structures. The hands in the lab, the experimental judgement and the leap to a new question stay with people. The field splits between an exposed data layer and slower experimental craft.
Tasks under pressure
// the work in this field that current AI does well
Tasks that gain value
// what gets more valuable as the routine work gets cheaper
Safer ground: build these
// future skills that put someone in this field on firmer footing
Curiosity
seeking to find out more & learn how things work
Critical thinking
reasoning independently, informed by evidence
Building Blocks
understanding the elements that constitute the world
Systems thinking
seeing patterns & creating models to handle complexity
Complexity
handling complexity or distilling it into simplicity
Data
collecting, interpreting & processing of stats & info
Ask yourself
// prompts from the Professional Development deck, for your own situation
The evidence behind this
// the signals that back this field's story, with studies and counter-evidence
Most real AI use augments, it does not replace
What people actually do with AI, measured, not predicted.
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It is tasks that get automated, not jobs
The single most important distinction in this whole debate.
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The generative frontier is where the pressure is highest now
Writing, images, code and design moved first and fastest.
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Professions in this field
// job titles whose week is built on this field's work
More Science & nature fields
Agriculture
farming the land & producing food
Mixed
Environment
connection between nature, environment & humans
Mixed
Chemistry
substances, properties & reactions
Mixed
Ecology
animals, plants & the world around them
Mixed
Astronomy
other planets, solar systems & beyond
Mixed
Geography
understand the earth's layers & surface
Mixed