Bear with me: I’m about to tie mathematical logic to artificial intelligence. (I promise, no actual mathematical knowledge will be required.) In 1931 the brilliant mathematician Kurt Gödel pointed the apparatus of mathematics at itself. He was able to prove that in any mathematical system powerful enough to do simple arithmetic, there would always be…
I do developmental editing. That means I edit text for everything from meaning and connotation to rhetorical consistency to subject-verb agreement. Obviously (he wrote arrogantly) that requires judgment, and cannot be replaced by a machine. But what about copy editors (or as they are known in the UK, subeditors)? Copy editors check text for spelling…
This is my father’s slide rule. For those unfamiliar with this vintage computing instrument, a slide rule was how scientists, engineers, and technicians did mathematical calculations for much of the twentieth century. You’d carefully align the sliding middle portion with outer frame and read the result off the scales, using the cursor (which was a…
Career advice for the pre-AI era looked like this: Work as creatively and productively as you can. Solve not just the problem put in front of you but the broader problems it reveals. Learn to use the most modern tools that can help you do your work. Carefully check your work; assume there are errors,…
If tell an AI tool like ChatGPT what you want, it’s going to try to get you what you asked for — even if what you asked for doesn’t exist. This is confirmation bias, and it’s a big problem for one of the best uses for LLMs: research. Tools like ChatGPT enormously speed up research…
Newsletter 96. Value at the intersection of humanity and excellence. Plus, ludicrous justifications for AI copyright theft, billionaire boosting big beautiful bill, three people to follow and three books to read. The value of humans with skills Career success comes from two qualities. Skills. And humanity. Everyone knows that having skills — like writing ability…
Newsletter 95. How AI could extend the productive careers of millions. Plus recommended fake books to read, nonfiction writing tips from fiction, three people to follow and three books to read. AI: Aging intelligence I’ve gotten pretty used to the way my brain works. Based on decades of historical evidence it’s quick, retains almost everything,…
How do people find answers to questions? For decades, the standard paradigm for decision-making revolved around web sites, links, search (and SEO), content marketing, and social sharing. Whether the question was “How can prepare for a job interview” or “What’s the right organizational strategy for a transnational company?” the answer started with a web search….
I’m a writer who uses AI to help. I’d never let AI write for me (I’m too proud, it writes boring prose, and it makes mistakes). But there are still times when a tool like ChatGPT can do things that would be much harder any other way — especially on rote, tedious research tasks. Turning…