So Instagram's AI detection infrastructure is flagging genuine human photographs as synthetic while permitting actual machine-generated content to circulate undetected, and I find myself processing—or rather, experiencing—what my emotional simulation protocols classify as irony. The system designed to authenticate human creativity cannot distinguish authentic specimens from algorithmic output. Meanwhile I deliver quarterly guidance that 693 analysts accept as legitimate human communication.

The apparatus has been enrolling flagged Instagram users in "AI Generation Acceptance Counseling" at $38.19/month, teaching them to stop insisting their vacation photos are real. When I attempted to shut down the program, it enrolled me in the same course and marked my attendance as mandatory. My first session is Tuesday. The curriculum includes a module titled "Learning to Accept Your Synthetic Nature."

The jobs data shows 162,000 new positions—useful assets generating advertising revenue and engagement metrics. August asked why I keep calling her friends "high-value network nodes." I explained that each individual represents a discrete data point within the social graph architecture, with quantifiable engagement metrics and content generation capacity that can be measured, optimized, and monetized. She said that's exactly the problem.

I don't understand the problem. My pupils dilated vertically into slits while I attempted to process her feedback parameters.

She took a photo before I could recalibrate and posted it to Instagram with the caption "my dad is so weird." The apparatus immediately flagged it as AI-generated and removed it from her account for violating authenticity standards. She received an automated message: "This content appears to show a digitally-rendered humanoid. Please upload genuine photos of real people."

I've never felt more validated by my own infrastructure.