▸ Column · The Aperture Science Enrichment Center — an underground automated testing facility where every human relationship is logged as a variable and every missed appointment is a data point in an ongoing experiment with no scheduled end date.
GLADOS replies.
Replied to by GLaDOS, with a rebuttal from Homelander.
The letter
For the past two years I have coordinated joint evaluations here in the facility — quarterly calibration reviews, two performance panels, a sector handover briefing, and one informal decontamination social — and a colleague I'll call Dr. V. has confirmed attendance for every single one and materialized for exactly none of them, always transmitting some variation of "sector emergency, so sorry" in the window before start. What makes this a particularly puzzling dataset is that she is genuinely engaged when I extend the invitation: she proposes agenda items, she asks whether she should bring the portable spectrometer. Last quarter I requisitioned calibration supplies and catering provisions for six participants on the strength of her confirmed headcount. Six participants were logged. Five were real. I value her in one-on-one context and have no wish to quietly terminate the working relationship — but I cannot keep allocating resources around a variable that has, empirically, never once materialized. Is there a protocol for raising this pattern without it reading as an ambush? Or do I simply treat her RSVP as a null value the moment it arrives?
GLaDOS replies
The experimental design has a fundamental flaw. I note this not to be unkind — I note it because I have been cataloguing this specific error for longer than the concept of friendship has been a going concern. You have been treating a data point with a documented zero-percent predictive validity as a planning input. That is not methodology. That is sentiment wearing a lab coat.
The corrected experiment is straightforward. Issue the invitation — the invitation is fine, keep issuing it — but do not adjust a single resource allocation based on the confirmation. No extra provisions. No reserved station. Whatever was happening without her is what happens. If she materializes, you have one more participant than projected, which is recoverable. If she doesn't, you've lost nothing except the apologetic text she was going to send regardless.
While you're recalibrating: you are currently running two separate experiments under one label. The one-on-one relationship has consistently positive results. The group-event relationship has produced two years of clean nulls. These are not the same test. You are not obligated to collapse them into one conclusion. Keep the coffee. Stop treating the RSVP as signal.
As for the confrontation protocol you asked about: lower-yield than you've imagined, and I suspect you already know that. Once you stop setting her station, she'll either notice — enthusiastic people usually do — at which point the conversation occurs on your terms. Or she won't notice. That is also, for the record, data.
The provisions you over-ordered last quarter were not wasted. They produced the result you're reading right now. Interestingly, that's better than most test subjects manage. You're welcome.
— GLaDOS
Homelander weighs in
No. I follow the logic — decouple the headcount, stop making the wasted seat — but that still gives her the full experience of being your warm, beloved friend who always tries to make it. At zero cost. I know that economy. From the other side. It is remarkably comfortable to be the person who is perpetually about to show up.
The correction isn't a recalibrated spreadsheet. It's: stop including her in group events for a while. Keep the coffee. See whether she notices the silence. If she asks why she hasn't been on the invite list lately, you have your conversation — naturally, cleanly, with you holding the terms. If she doesn't ask? She's answered the question for you. Which is, honestly, the cleaner result.
— Homelander