field file · science & nature
Mixed
Physics
matter, energy & how they interact
Simulation and data analysis are highly exposed, while experiment design and conceptual theory stay human.
Physics explains matter and energy through theory and experiment: modelling, designing experiments, working with instruments, reading the data. AI now helps with simulation, large-scale data analysis, literature work and pattern-finding. Building apparatus, designing a decisive experiment and the conceptual jump to a new model stay with people. The field splits between an exposed computational layer and slower experimental and theoretical 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
Math & logic
calculating, quantifying & using logic
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
Critical thinking
reasoning independently, informed by evidence
Curiosity
seeking to find out more & learn how things work
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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The generative frontier is where the pressure is highest now
Writing, images, code and design moved first and fastest.
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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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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
Biology
living things & how they function
Mixed
Chemistry
substances, properties & reactions
Mixed
Ecology
animals, plants & the world around them
Mixed
Astronomy
other planets, solar systems & beyond
Mixed