This issue · Issue 023 · 30 June 2026 · 6 min read
Feedback loops that make the AI sharper (not louder)
Not all feedback is training signal. Which corrections Holi weights heavily, which it ignores by design, and why the difference matters.
Field Notes
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On specialist recruiting, intelligence, and the work itself. One lead piece every Friday. Definitional notes, points of view, and field reports, written for recruiters who run a niche.
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Archive
- No. 0215 June 2026Ending the day at inbox zero without lying to yourselfJames Doyle
- No. 02024 May 2026What belongs on today, what belongs on somedayJames Doyle
- No. 01912 May 2026The follow-up cadence specialist desks actually useJames Doyle
- No. 01829 April 2026Subject lines that survive Outlook filtersJames Doyle
- No. 01717 April 2026When repurposing becomes recycling (and how to tell)James Doyle
- No. 0164 April 2026One conversation, five artefactsJames Doyle
- No. 01523 March 2026Signals worth capturing from a job specJames Doyle
- No. 01411 March 2026Reading a candidate profile in 90 secondsJames Doyle
- No. 01326 February 2026What 'Holi learned about you this week' actually looks likeJames Doyle
- No. 01214 February 2026The today list that replaced the recruiting dashboardJames Doyle
- No. 0112 February 2026Outreach that sounds like you, at cohort scaleJames Doyle
- No. 01020 January 2026Repurpose: turning one signal into five movesJames Doyle
- No. 0098 January 2026What "capture" actually means for a specialist recruiterJames Doyle
- No. 00827 December 2025The candidate experience gap in specialist recruitmentJames Doyle
- No. 00714 December 2025Using AI in recruitment without losing your voiceJames Doyle
- No. 0062 December 2025The specialist recruiter tech stack in 2026James Doyle
- No. 00519 November 2025Recruiter cold email that gets replies (without the AI smell)James Doyle
- No. 0047 November 2025How to choose a recruitment CRMJames Doyle
- No. 00326 October 2025What is a recruitment CRM?James Doyle
- No. 00213 October 2025How to source passive candidates in 2026James Doyle
- No. 0011 October 2025Will AI replace recruiters?James Doyle
- No. 00014 July 2026Why AI sourcing tools miss the specialist marketJames Doyle
- No. 00014 July 2026Bullhorn vs Recruit CRM in 2026: which specialists actually pickJames Doyle
- No. 00013 July 2026Why AI sourcing tools miss the specialist recruiterJames Doyle