I wonder what the breakdown is between AI-generated comments and AI-assisted comments. If I write anything substantial, I run it through the following prompt: "Please rewrite the following message for clarity, spelling, and grammar, but only return the revised text without any additional commentary."
Articulateness is a decent (not perfect) signal for intelligence, which is a decent (not perfect) signal for sound ideas. In a sea of online garbage, it was a quick and easy way to discard that not worth reading. Nowadays, a whiff of AI's brand of articulateness tells me the author couldn't manage on their own, either due to skill or discipline. In either case, the result is the same: close tab / scroll past.
Use a local model such as Gemma3 with a prompt such as "strictly limit changes only to spelling issues, syntactical errors, and punctuation."
That way, it's basically functioning like Grammarly on steroids. Asking an LLM for a "rewrite" is basically dissolving your writing style into the homogenized gloop.
To be fair, comments here are graded on kindness, civility, curiosity, intellectual gravity, technical merit, novelty, thoughtfulness, substantiveness, objective fact, not fulminating, not cross examining, steelmanning vs strawmanning, not containing memes, not containing humor, not expressing positive emotion, not expressing negative emotion, not being snarky, sneering, overly cynical, not cynical enough, being "curmudgeonly", class bias, political bias, religious bias, cultural bias, not using "flamewar style" and many other heuristics.
If you followed all of the guidelines for comments to the letter, you would wind up sounding wooden, if not entirely like an AI.
I'm kind of curious how you.... I guess, interpret the responses to when you send someone AI-assisted content. I previously thought "I don't care if it's AI or not; quality is quality", but I'm increasingly taking the position that I do care, and intentionally have started ignoring comments and especially product reviews where you get the formatted 2-4 sentence paragraphs with formal tone and rule-following. It's come to the point where as long as you don't write as poorly as Epstein, I want the errors. Actually, I'm getting so weird and romantic about it, that I think I'd argue having errors and unusual style shows an openness and vulnerability that's now a necessary gate price; like journalists have so many tools available to them, but they still make typos, factual errors in articles they have no business writing about, and fail to quote people properly -- that's great, I think.
The Norwegian Consumer Council's entire yearly budget is about 100M NOK, or about $9.5M USD at the current exchange rate. They most assuredly did not spend >$1M USD on a short video clip.
Microcenter is good if you are in a pinch and want to quickly grab a Raspberry Pi. +1 for Robotshop too! Pololu is way underrated and has the fastest shipping I’ve ever seen.
I'm 100% for this, but I think you can go even more granular than "gives agents their own inboxes".
Thanks to Action Mailbox in Rails[1], I give all my records email addresses. Eg let ecommerce "order" records accept forwarded emails that are pinned as comments. It opens you up for doing things like forwarding a purchase order and having the PO number pulled out and attached to an order, or forwarding tracking information from a supplier and having it attached to a "supplier order" etc.
In my personal life I have individual email addresses for all my utilities and emails automatically get filed away.
If this idea tickles your fancy, I opensourced Emitt[2], an inbound email processing server with LLM-powered automation.
The only problem I have experienced few times with those unique email addresses is, sometimes they/utilities ask me to email from my official email address, and my setup is a catch-all, so I have to log in my pc at home, set up that address, send email.
That's a problem of your provider needing you to have received email at a particular address (or else doing whatever you do on the PC at home) before you can send from it; not something inherent in unique addresses.
I just type in whatever address I want to send from, and then as long as the domain is verified in SES it'll go through.
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