AI: From bench to bot
Recent articles
This column by Tim Requarth explores the promises and pitfalls of artificial-intelligence tools in science—in reasoning, writing, publishing and the broader practice of scientific research.
Betting blind on AI and the scientific mind
If the struggle to articulate an idea is part of how you come to understand it, then tools that bypass that struggle might degrade your capacity for the kind of thinking that matters most for actual discovery.
Betting blind on AI and the scientific mind
If the struggle to articulate an idea is part of how you come to understand it, then tools that bypass that struggle might degrade your capacity for the kind of thinking that matters most for actual discovery.
The Transmitter’s favorite essays of 2025
Throughout a tumultuous year in science, researchers opined on policy changes and funding uncertainty, as well as scientific trends and the impact of artificial-intelligence tools on the field.
The Transmitter’s favorite essays of 2025
Throughout a tumultuous year in science, researchers opined on policy changes and funding uncertainty, as well as scientific trends and the impact of artificial-intelligence tools on the field.
From bench to bot: Why AI-powered writing may not deliver on its promise
Efficiency isn’t everything. The cognitive work of struggling with prose may be a crucial part of what drives scientific progress.
From bench to bot: Why AI-powered writing may not deliver on its promise
Efficiency isn’t everything. The cognitive work of struggling with prose may be a crucial part of what drives scientific progress.
Many students want to learn to use artificial intelligence responsibly. But their professors are struggling to meet that need.
Effectively teaching students how to employ AI in their writing assignments requires clear guidelines—and detailed, case-specific examples.
Many students want to learn to use artificial intelligence responsibly. But their professors are struggling to meet that need.
Effectively teaching students how to employ AI in their writing assignments requires clear guidelines—and detailed, case-specific examples.
Keeping it personal: How to preserve your voice when using AI
To harness the workmanlike prose of artificial intelligence while maintaining a recognizable style, use it as an analyzer rather than as a writer.
Keeping it personal: How to preserve your voice when using AI
To harness the workmanlike prose of artificial intelligence while maintaining a recognizable style, use it as an analyzer rather than as a writer.
From bench to bot: How important is prompt engineering?
To draft the most effective prompt, assume the stance of teacher.
From bench to bot: How important is prompt engineering?
To draft the most effective prompt, assume the stance of teacher.
From bench to bot: Does AI really make you a more efficient writer?
A more significant benefit may lie in improving quality, refining tone and reducing cognitive burden. But beware of bias.
From bench to bot: Does AI really make you a more efficient writer?
A more significant benefit may lie in improving quality, refining tone and reducing cognitive burden. But beware of bias.
From bench to bot: Boost your writing with AI personas
Asking ChatGPT to review your own grant proposals can help you spot weaknesses.
From bench to bot: Boost your writing with AI personas
Asking ChatGPT to review your own grant proposals can help you spot weaknesses.
From bench to bot: How to use AI to structure your writing
When given specific examples, ChatGPT can generate templates to help guide different types of documents.
From bench to bot: How to use AI to structure your writing
When given specific examples, ChatGPT can generate templates to help guide different types of documents.
From bench to bot: How to use AI tools to convert notes into a draft
ChatGPT can capitalize on the highly ordered nature of scientific writing to streamline your writing process.
From bench to bot: How to use AI tools to convert notes into a draft
ChatGPT can capitalize on the highly ordered nature of scientific writing to streamline your writing process.
Explore more from The Transmitter
Novel assembloid illuminates serotonin changes linked to 22q11.2 deletion
The combination of a serotonin-producing organoid with an organoid based on the developing cerebral cortex offers a new way to investigate neuromodulation.
Novel assembloid illuminates serotonin changes linked to 22q11.2 deletion
The combination of a serotonin-producing organoid with an organoid based on the developing cerebral cortex offers a new way to investigate neuromodulation.
Reporter’s notebook: Highlights from INSAR 2026
At the 25th annual meeting of the International Society for Autism Research, scientists, clinicians and self-advocates gathered to discuss topics such as autism genetics and the gap between clinical trials and real-world benefits.
Reporter’s notebook: Highlights from INSAR 2026
At the 25th annual meeting of the International Society for Autism Research, scientists, clinicians and self-advocates gathered to discuss topics such as autism genetics and the gap between clinical trials and real-world benefits.
Scientists push back against stricter European Research Council grant application rules
In an open letter, scientists call the ERC’s suggestion to block grant reapplications for an additional year “at odds with scientific excellence.”
Scientists push back against stricter European Research Council grant application rules
In an open letter, scientists call the ERC’s suggestion to block grant reapplications for an additional year “at odds with scientific excellence.”