AI is rewriting hiring faster than HR can keep up. Moonshot Minute is short, sharp intelligence on recruiting tech, employment data, and the human cost the headlines skip. For recruiters, founders, and anyone watching AI reshape work. New episodes Monday, Wednesday, and Friday.
Hosted by L. David Oliver, founder of Moonshot Consulting.
Full breakdowns on Substack: bit.ly/moonshotsubstack
No fluff. Just signal.
A hiring manager can finish eight names. She cannot finish 254.
Part 10 of The Screening Layer. The fix for both sides. The last part.
More applications are not the fix. A smarter rank is not the fix. Picture 254 applicants for one posting. That is not a short list somebody can finish in one sitting.
If you are looking for a job:
1. Pick fewer roles you can explain.
2. Use the posting's words only for work you have done.
3. Write five lines: the job link, the role, one match, why this team, and the ask.
4. Send them to one person who does the work.
5. Count time-to-human. If a person who can say yes never talks to you, stop feeding that posting.
6. A bot interview is optional. Ask for the person.
If you run TA:
1. Put a name on the req before it opens.
2. Write the job-related bar first. The same bar for referrals, sourced, and cold applicants.
3. Give that person review batches they can finish. People outside the model's top twenty need a path too.
4. The stack may sort. It does not sign the list.
5. Say in the posting who reads, and how a candidate gets a conversation. A name on the review is accountability, not a legal shield.
6. Track time-to-human next to time-to-fill. Count the days and the share of qualified applicants who ever reach a person.
A short list. A name under it.
The Screening Layer. What sits between a resume and a hiring manager.
#TheScreeningLayer #AIinHiring #Recruiting
12 Oct 2026
Episode 35 - Time To Human
HubSpot says its layoffs aren't about AI efficiency. FICO's filing names AI. Amazon pointed back at pandemic hiring. Different labels, familiar direction: simpler structures and more budget headed toward the next capital cycle.
Meanwhile, hiring is turning into bots talking to bots. Checkr flagged 36 percent of inbound resumes for review in its fraud beta. A job seeker with more than 600 applications told CNBC a bot interviewed him, repeated questions, and interrupted him.
This week: why time-to-human may be the metric that matters most right now.
Read more: https://www.moonshotconsultingdc.com/blog/time-to-human/
Book a short call: https://calendly.com/moonshotconsultingdc/new-meeting
Moonshot Minute is hosted by L. David Oliver, founder of Moonshot Consulting.
#MoonshotMinute #LaborMarket #Hiring
197,000 people filed new unemployment claims for the week ended October 3. Fourth straight week under 200,000. The four-week average fell to 198,000. Reuters called it a hover near a 57-year low.
Continuing claims rose to 1.716 million. September payrolls were 29,000. July, after revision, is a loss of 10,000. August was marked down from 162,000 to 133,000.
Greenhouse: 244 applications per opening in 2025, up from 116 in 2022. Daniel Chait calls the blur the AI doom loop. HubSpot's memo holds two sentences at once: outcomes with AI, and not driven by AI-related efficiencies.
The Friday Rant. The uncounted are getting louder.
Watch: https://www.youtube.com/@MoonshotConsultingDC
#FridayRant #MoonshotMinute #LaborMarket
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