Update technical knowledge
Most of the output can be produced by software today.
An agent can find, read and summarise the sources this work depends on, and it can cover far more of them than a person would ever open. What it does not do is decide which sources deserve trust, or what the findings mean for your situation.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Research and retrieval work |
| Jobs that do it | 16 occupations |
| Tool categories that apply | Web, data and docs, Generalist agents |
| O*NET activity | Updating and Using Relevant Knowledge (4.A.2.b.3) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 16 occupations that perform it.
- Read scientific articles, conference papers, or other sources of research to identify emerging analytic trends and technologies.
- Research latest products, technology, or design trends to stay current in the field.
- Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in technology, equipment, or systems.
- Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.
- Update knowledge and skills to keep up with rapid advancements in computer technology.
- Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of industry research about new technologies.
- Maintain and apply knowledge of current policies, regulations, and industrial processes.
- Attend workshops, seminars, or conferences to present or obtain information regarding fire prevention and protection.
- Participate in internal or external training programs to maintain knowledge of validation principles, industry trends, or novel technologies.
- Read current literature, talk with colleagues, participate in educational programs, attend meetings or workshops, or participate in professional organizations or conferences to keep abreast of developments in the manufacturing field.
- Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of new technology or competitive products.
- Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of new automotive technology or competitive products.
- Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.
- Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.
- Participate in training or continuing education activities to stay abreast of engineering or industry advances.
- Attend conferences, workshops, or other training sessions to learn about new tools or methods.
What we would actually use
One recommendation rather than a shortlist, because a shortlist is just your problem handed back. This is what we would buy for research and retrieval work, and what it costs.
Research is the one shape of work that needs no integration at all, so a single $20 assistant with browsing is the whole stack. Add a crawler only once you are pulling hundreds of pages on a schedule rather than reading a few.
Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.
The rest of the category
Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.
Generalist agents
Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.
How people actually do it
No workflow names this activity yet, but these automate the same kind of work, with the prompts to paste and what to keep for yourself.
Who does this work
16 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Automotive Engineers
- Bioengineers and Biomedical Engineers
- Calibration Technologists and Technicians
- Computer Hardware Engineers
- Data Scientists
- Electrical and Electronic Engineering Technologists and Technicians
- Fire-Prevention and Protection Engineers
- Fuel Cell Engineers
- Geodetic Surveyors
- Health and Safety Engineers, Except Mining Safety Engineers and Inspectors
- Landscape Architects
- Manufacturing Engineers
- Nuclear Engineers
- Photonics Engineers
- Radio Frequency Identification Device Specialists
- Validation Engineers
Work that goes with it
O*NET groups these under “Maintain current knowledge in area of expertise”. In practice they tend to be done by the same person, in the same sitting.
Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.