







The newest AI tools are accelerating basic research and scaring the general public. But many people are simply using them as toys.
Stop saying that AI is just a tool and it only matters how it is used
I’m tired of this phrase and this simple way of thinking about tools. This blog post is a wandering train of thought on the topic of what tools are and why it matters to be even slightly more mature in how we think about them.

I'm done using AI
Why I'm stopping using AI for coding (and anything else) after using it earnestly for a year and coming to understand the harms it causes on personal, societal, and environmental levels.

AI is Creating Peak Software, Media is the Best Analogy
Let's learn more about the world's most important manufactured product. Meaningful insight, timely analysis, and an occasional investment idea.

From Genius Science to Scenius Science - Cosmik Labs
Why personal AI tools might not be all we need to revolutionize science
AIs are not people
Humans and other fleshy life-forms are valuable in ways that artificial intelligence never can be.

Knowing less about AI makes people more open to having it in their lives – new research
People with less AI literacy often see the technology as ‘magical’ and awe-inspiring.

Knowing less about AI makes people more open to having it in their lives – new research
People with less AI literacy often see the technology as ‘magical’ and awe-inspiring.

Is AI ruining our skills? Early results are in — and they’re not good
Reliance on artificial-intelligence tools degrades the abilities of physicians and software engineers, studies show.

AI | 2025 Stack Overflow Developer Survey
84% of respondents are using or planning to use AI tools in their development process, an increase over last year (76%). This year we can see 51% of professional developers use AI tools daily.

How we use AI at Stalwart
It is difficult to have a conversation about software in 2026 without AI showing up in it. Two years ago the interesting question was…
Nobody Wants to Pay for Your AI
AI is everywhere today. It writes social posts, suggests email replies, recommends your next binge-watch, and quietly powers tools you use without even noticing.
How US adults are using AI, according to AP-NORC polling
A new poll finds most Americans say they've used artificial intelligence to search for information. But it's younger adults who appear to be the generation leaning the most into AI, with many using it for brainstorming and work tasks.
What AI is Really For - Christopher Butler
After three years of immersion in AI, I have come to a relatively simple conclusion: it’s a useful technology that is very likely overhyped to the

For Most of the World, Open-Source AI Is the Only Way Forward
Proprietary AI is both too expensive and too centralized in control for most countries and companies to rely upon.
