Ten things that scientists should do to make science open, based on ChatGPT’s assessment
| Advice by ChatGPT-3.5 (2023) | Advice by ChatGPT-4 (2024) | Advice by ChatGPT-4.5 (2025) |
|---|---|---|
| Share research findings openly | Publish in open access journals | Publish in open access journals |
| Use open source software and data | Data sharing | Share research data |
| Share raw data | Open methodologies | Use open licenses |
| Make use of preprint servers | Preprint posting | Practice open peer review |
| Collaborate with others | Collaborative tools | Utilize open research software |
| Use open peer-review | Engage in open peer review | Adopt preprints |
| Share negative results | Use open educational resources | Promote open methods and protocols |
| Engage with the public | Public engagement | Support open citations |
| Promote diversity and inclusion | Training and workshops | Engage in open science education and outreach |
| Practice responsible research | Advocate for open science policies | Collaborate transparently |
| Advice by ChatGPT-3.5 (2023) | Advice by ChatGPT-4 (2024) | Advice by ChatGPT-4.5 (2025) |
|---|---|---|
| Share research findings openly | Publish in open access journals | Publish in open access journals |
| Use open source software and data | Data sharing | Share research data |
| Share raw data | Open methodologies | Use open licenses |
| Make use of preprint servers | Preprint posting | Practice open peer review |
| Collaborate with others | Collaborative tools | Utilize open research software |
| Use open peer-review | Engage in open peer review | Adopt preprints |
| Share negative results | Use open educational resources | Promote open methods and protocols |
| Engage with the public | Public engagement | Support open citations |
| Promote diversity and inclusion | Training and workshops | Engage in open science education and outreach |
| Practice responsible research | Advocate for open science policies | Collaborate transparently |
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