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Cyborgs Writing

Lance Cummings

Exploring the creative interface between human and machine in writing, the classroom, and the workplace

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Substack
PricingFreemiumPublishesWeekly
Issues219Founded3 years agoLast Issue9 days ago
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Latest Issues

What Does "Evidence-Based" Actually Mean for AI?

This episode has been a long time coming, as I finish up a busy semester.

One of the things consuming most of my attention lately is a research grant I’m running with a colleague in computer engineering.

Students are building structured...

9 days ago

Build your AI Portfolio Before Someone Asks for It

Generated with Gamma.ai

The writing and content job market is rough right now.

“I use AI in my work” comes dangerously close to I’m “proficient in Microsoft Office” from the old days.

Everyone says it, and it tells a hiring manager almo...

18 days ago
5

Using Information Types to Build and Evaluate Prompt Structures

This post is the reference handout for my ConVex 2026 presentation, “Evidence-Based Prompt Design for AI Writing Systems,” and a follow-up presentation later this week at Information Energy 2026. If you weren’t in either room, everything he...

a month ago
6

Context Lab #12: Weekly Plan Skill

Applying information types to agentic skills

Last week’s post on agent skills made the case that most AI skills underperform because they’re written as a single type of content. Task information alone. A well-performing skill actually cont...

2 months ago
4
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The Techne Behind Agent Skills

Image generated by gamma.ai

There’s an old philosophical grudge against craft.

It goes back to Plato, who compared rhetoric to cooking in the Gorgias dialogues. Both rhetoric (or speech-making) and cooking produce pleasing results, but ne...

2 months ago
9

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  • Lance Cummings

    AI Content Specialist & Professor | Exploring how to leverage structured content with rhetorical strategies to improve the performance of generative AI technologies both in the workplace and the classroom.

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