AI: From bench to bot

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This column by Tim Requarth explores the promises and pitfalls of artificial-intelligence tools in writing—when they can make writing better, faster and easier, and how to navigate the minefield of possible dangers.

Computer-generated illustration.

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.

By Tim Requarth
2 September 2025 | 7 min read
AI-generated, blueprint-like illustration of a classroom.

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.

By Tim Requarth
23 June 2025 | 10 min read
Computer-generated image of a waveform.

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.

By Tim Requarth
3 March 2025 | 11 min read
Computer-generated illustration of a black box with many lines coming into its left side and a compressed stream coming out of its right side.

From bench to bot: How important is prompt engineering?

To draft the most effective prompt, assume the stance of teacher.

By Tim Requarth
28 October 2024 | 8 min read
Computer-generated illustration of a pencil.

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.

By Tim Requarth
3 September 2024 | 11 min read
Computer-generated illustration of a sheet of paper emanating from a computer screen.

From bench to bot: Boost your writing with AI personas

Asking ChatGPT to review your own grant proposals can help you spot weaknesses.

By Tim Requarth
5 April 2024 | 10 min read
Computer-generated illustration of a three-dimensional box containing letters in a grid pattern.

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.

By Tim Requarth
8 January 2024 | 11 min read
Computer-generated image of a stack of papers.

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.

By Tim Requarth
27 November 2023 | 10 min read
Computer-generated image of a stack of papers.

From bench to bot: A scientist’s guide to AI-powered writing

I was initially skeptical of artificial-intelligence tools such as ChatGPT for scientific writing. But after months of using and teaching generative artificial intelligence, I have come to realize that it has a place in the scientific writer’s tool kit, even if it can’t write that grant for you from scratch.

By Tim Requarth
13 November 2023 | 6 min read

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Explore more from The Transmitter

A hand moves a square within a set of squares in a consistent gradient, while a hand of lines representing computation passes through.

How to collaborate with AI

To make the best use of LLMs in research, turn your scientific question into a set of concrete, checkable proposals, wire up an automatic scoring loop, and let the AI iterate.

By Kenneth Harris
19 January 2026 | 6 min read
Two heatmap-like mouse silhouettes overlaid with a grid of ones and zeroes.

How artificial agents can help us understand social recognition

Neuroscience is chasing the complexity of social behavior, yet we have not answered the simplest question in the chain: How does a brain know “who is who”? Emerging multi-agent artificial intelligence may help accelerate our understanding of this fundamental computation.

By Eunji Kong
16 January 2026 | 5 min read
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Methodological flaw may upend network mapping tool

The lesion network mapping method, used to identify disease-specific brain networks for clinical stimulation, produces a nearly identical network map for any given condition, according to a new study.

By Angie Voyles Askham
15 January 2026 | 7 min read

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