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How frequently do you or your colleagues use AI tools in your work?
Results
(207 Answers)
Answer Explanations
- Dailyuser-489806I use it frequently, but my colleagues are largely afraid of it, and do not use it.
- Weeklyuser-377267Any type of modeling and data analysis is now facilitated by AI. However, the chances for wrong use are also growing. Human expert judgment is required in the end.
- Dailyuser-562726see answer 1
- Weeklyuser-461476Copilot, Chat GPT and others specialised for academic literature reviews
- Dailyuser-740731We use it to improve our English, as it is not our first language.
- Weeklyuser-371703See above
- Weeklyuser-234128I use it to tweak my code to run statistical analyses in R. But it is not a substitute for understanding.
- Weeklyuser-587286Manuscript optimisation
- Monthlyuser-634909We use AI to collect meeting minutes.
- Dailyuser-194025I use it mostly to improve/polish my writing.
- Monthlyuser-701806Just some ChatGPT for writing recommendations
- Weeklyuser-738101ChatGPT
- Dailyuser-568782First, I use AI dayly for translating French texts in English, and second every time I write a manuscript.
- Weeklyuser-722545I often use ChatGPT for assistance in fixing code that is not running, or for quick overviews of the benefits and drawbacks of certain data visualization formats and statistical methods.
- Dailyuser-510547Daily in Semiconductor IC design, IC Manufacturing (advance node Fabs) and some support operations
Weekly in Business Analytics, Supply Chain optimization, Legacy chip manufacturing, - Dailyuser-845512In my academic and research work, the use of AI tools is part of the daily workflow. I apply machine learning models for data processing, anomaly detection, and statistical validation of experimental outcomes. Within IoT-based environmental monitoring projects, AI routines operate continuously to optimize variable interpretation and trigger early alerts under critical conditions. In scientific information management and technical writing, I use natural language–based systems only as supportive instruments, ensuring human oversight and full methodological traceability. This balance between constant use and ethical control has strengthened both productivity and the reliability of research processes.
- Dailyuser-853228Nothing
- Weeklyuser-559116ChatGPT
- Monthlyuser-471070We are beginning to experiment with AI in our daily work.
- Dailyuser-584115I use generative AI daily as a 'force multiplier' for productivity. It serves as a constant research assistant for summarizing complex topics and exploring new hypotheses during the interstitial moments of my workday, effectively turning 'downtime' into 'discovery time.
- Rarelyuser-773118DS e.g.
- Weeklyuser-72485Gemini and Perplexity
- Dailyuser-488995It is explained by itself
- Dailyuser-935064In that AI is now imbedded into word processing and dominated Google Searches, it is nearly impossible to avoid it. However, I never ask for a summary of a document or trust the output of a Google search without seeking independent verification from primary sources.
- Dailyuser-161126My colleagues use AI daily in analyzing molecular data. I use it infrequently because I am collecting data in the field to be analyzes by others.
- Neveruser-480186No interest in using it.
- Dailyuser-404156Tools for education like OpenAI, video editing using AI, and other tools
- Weeklyuser-565831predominantly (Q)SAR models
- Weeklyuser-218343At least for plagiarism check and paraphrasing, I do use AI tools in my work. I believe my colleagues also do it regularly.
- Dailyuser-321125Helping I research, summarizing data to quick revisions of topics during rounds, it helps with everything.
- Rarelyuser-825962only for statistical assessment of the results obtained by us
- Monthlyuser-325101My work with artificial intelligence is limited to simple questions I'd ask Google. However, evaluating Google's results takes a long time. I usually ask some of my questions to chatgpt and get quick answers. I don't have much confidence in complicated tasks because AI can get confused.
- Dailyuser-492609I regularly look for guidelines
- Weeklyuser-602227Chat GPT, Microsoft Co-Pilot, Gemini
- Dailyuser-542532AI tools are now used on a daily basis in my work, and many of my colleagues also rely on them routinely. They have become an integral part of tasks such as data analysis, literature synthesis, manuscript preparation, and research planning, making them a consistent and valuable component of our workflow.
- Neveruser-884738I never use. Some colleagues use daily.
- Weeklyuser-521272sometimes only I use it.
- Rarelyuser-616368just check summaries provided when searching on Google, many of which are wrong.
- Dailyuser-414395We use AI coding tools, AI classification models, and generative AI chat models.
- Weeklyuser-417392Bayesian network for causality assessment; OpenAI for writing.
- Dailyuser-641633Gemini, Grok and other generative AI tools.
- Monthlyuser-305063Copilot
- Dailyuser-178012
- AI is used as a supportive, not primary, decision-making tool
In my work, AI tools complement experimental design, formulation development, and preclinical evaluation rather than replacing scientific judgment. - Frequency reflects cautious and purpose-driven adoption
Weekly use allows integration of AI benefits while maintaining rigorous validation, particularly important in safety- and development-focused research areas. - Usage is aligned with ethical and regulatory expectations
AI outputs are always cross-checked against experimental data and established scientific principles, especially for applications related to health and nutrition.
- AI is used as a supportive, not primary, decision-making tool