Another reason to ignore negative comments (especially on AO3)
So at work Iβve been forced to learn about βAI Agentic Workflowsβ. But being an AO3 author, I couldnβt help but think of how this technology affects authors on AO3 (and honestly on other social media platforms too).
What I learned was this: Agentic AI workflow software makes it extremely easy to automate, and bulk-post, HIGHLY-STORY-SPECIFIC negative comments to AO3 fics.
If youβre not familiar with what an AI Agentic Workflow is, I highly recommend informing yourself. Youβll be hearing it a LOT very soon. Basically, itβs a linked linked chain of AI prompts on one/many software platforms. Each βagentβ completes a task. Then it hands off the completed task to the next AI Agent in the chain, which builds on it. Then that result is handed off to another agent, etc etc, even potentially to a final agent which analyzes what worked well and what didnβt, and changes what the other agents do.
There are a ton of repercussions here.
But letβs stay focused on AO3.
With AI Agentic workflow software, a person/group who wants to silence the voice of a community can easily scrape a tag, analyze stories by the thousands, then post thousands of highly customized, story specific negative comments, all without a human being ever seeing your words.
They could even set up AI agents watching to see if you delete your story, or delete your profile, which would be a marker of success. That success marker could be shared back to the other AI agents, and the whole workflow could be changed via automation to use that more effective approach.
Iβm sure the OTF is working on ways of stopping this. Iβm sure most social media companies are too.
But as usual the tools to create havoc are ahead of the ones to prevent havoc.
Anyway.
TL;DR: If you get a highly-story-specific negative AO3 comment β it does NOT MEAN it was written by a HUMAN! You were probably just story 20,031 in a scraped database of 50,000 stories, all of which were being targeted because they belong to a group/topic/tag that some shitty group or agency wanted to silence because of their horrible political or social.
Donβt let them silence you. They never looked at your words to begin with.









