JasonSage
Joined 14 years ago
Joined 14 years ago
I got 2400 with 10 in a row on first attempt.
Here's the entire decision matrix:
- Is the color, mood, composition, and level of detail exactly like most Nano Banana Pro images? If yes, AI.
- Is the composition/framing utterly perfect? If yes, AI.
- Is the subject ephemeral or random, like a candid photo or something otherwise unlikely to be photographed? If yes, not AI.
- Final decision, if there's any doubt, go entirely off of how centered the subject is.
I think some of this has more to do with the data set than the methodology. You could easily come up with a bunch of examples to fool me specifically, but alas, they didn't.
If we're writing a document that polices the model behavior, we're altering every version of the model+harness we use henceforth. Most things I wrote in a Claude.md because Opus 4.something was crap had roots in Opus, Claude Code, system prompts, and our own bad code we wrote last year. None of these things exist today but the Claude.md file can stick around like it's all still necessary.
I too am morally opposed--I abide by a 100 line (short lines, not paragraphs) limit and edit it rarely.
Most of my annoyances have come and gone, meanwhile I've gotten better at producing 4 good sentences of prompt for most things instead of 4 bad sentences. And we actually have CLI tools that can communicate effectively so instead of telling the model what "gates" to care about, we let the tooling surface area and output express what's important.
I'm hoping that perhaps my personal perspective shades why "instances" comes up, or why the reaction on HN seems to include the wider scope than the article itself covers.
What I hoped to read in the article is how we approach topics like centralization, censorship, moderation, data ownership--and with a technical lens. But I feel like all I got was "here's why instances are the wrong vocabulary" without substantively talking about the part I personally care about and want to marry the technical understanding with. Maybe I just read too shallowly and need to sit with it.
If I have an aesthetic in mind I'll use some screenshots of those sites in the prompt and phrase their inclusion as: "Look at these slightly non-standard designs that work really well for me." So far I've only seen Claude look for through-lines and high-level takeaways--"user likes <design feature> based on the screenshots, so I'll include that"--and screenshots aren't currently a granularity level where it can lift specific details or produce something derivative.
Other than that I try to encourage specific consideration of: type scale, borders and rounding, padding/whitespace, elevation as shadow vs blur, colors. I don't think one needs to pull every customization lever on every project.
I find it funny about meeting requirements when you give them, and making safe choices when you don't give direction. So if you're going to rate the output aesthetics and UX/content, but you don't prompt especially much around the aesthetics, you're only getting the safe assumed defaults. It's good at making bootstrap/tailwind clone designs unless you work that angle. For simple web pages, I've started making this the only focus for initial iteration.
The problem I see is that this is indistinguishable to a reader at a glance.
Distancing the writing from the "AI smell" not only improves the quality by dropping the unnecessary ocean of rhetorical devices, it forces the human to have real weight and agency on what's being said.
I think that act of distancing from raw LLM output through refinement is a huge quality leap. Even if you're only doing the refinement with an LLM, it forces the writing to have more voice and ideas from the author.
I can see the work that went into the analysis here but again, as a casual reader, it's impossible to tell that there were any original ideas here expressed by the author.
When I asked, somebody said it fits more characters in terminals and code editors. This sounds incredibly obvious, but for whatever reason that was eye-opening for me and helped me appreciate it a lot more when I tried it again. Now I can't use anything else.