Sunday Edition Queue
The Most Important AI Skill Nobody Is Talking About Is Knowing When Not To Automate
20+ years of operations work traces every AI deployment failure to the same design error — but nobody is naming it.
94%
confidence
Lead
Assigned as lead story. Strongest HIL angle of the week. Original Alfonso piece. High confidence. Recommend two-column treatment with drop cap.
Original— Alfonso Herrada
Written 06:45am
~800 words
In 2021, my customer experience team at Figo Pet Insurance was struggling with call volume. The instinct — the one every operations leader feels — was to automate. We did that. And for six weeks, the metrics looked great. Then the complaints started — not about the bot, but about what happened after the bot...
Three Schools, One Cover Letter, Zero Human Review
A hiring manager opens a cover letter. Three paragraphs in, a third school name appears. The applicant never read it.
91%
confidence
Drafted from Alfonso's CPS field notes. Anonymized. Strong founding column — clear failure mode, instructive, universally relatable to hiring managers. Ticker-worthy headline.
Field notes— CPS review process
Written 07:02am
~450 words
The cover letter was for a position at Lincoln Elementary School. By the second paragraph, it referenced Jefferson Middle School. By the third, it named Roosevelt High. None of them were the school on the posting. The applicant had run a single ChatGPT session for their entire application batch — and never reviewed the output...
I Built the System That's Finding Me a Job. Here's Week One Data.
Career-OS processed 16 job descriptions before breakfast. The human was in the loop for 23 minutes total. Here's the real time log.
✓
approved
2nd Column
Original— Alfonso Herrada
Approved 07:14am
✓ Approved
Chicago Built the Infrastructure America Runs On. Again.
The same logistics pattern that made Chicago the railroad hub of 1870 is playing out in AI compute routing. Same bottlenecks, same politics.
88%
confidence
Strong historical angle. Sourced from 3 verified pieces. Recommend fact-check on 1870 tonnage stat before publish.
Synthesized— 3 sources
Written 07:18am
~620 words
The K-Shaped Market Is Not About AI Skills.
Everyone says learn to prompt. The actual split is between people who can close the loop and people who hand off to a machine and hope.
86%
confidence
Brief
Tight 300-word brief. Good tension with the lead story — different angle, same underlying argument. Placed bottom-right in layout.
Synthesized— labor market data
Written 07:24am
~300 words
ISO 9001 Was a HIL System...
Quality management's forgotten insight: the standard never automated the judgment call. It formalized the human in the loop.
72%
confidence
Rewrite
Lede buries the insight. First 200 words are ISO spec overview — reader will drop before the argument lands. Recommend rewrite starting at paragraph 3.