articles / long-form analysis
The Analysis
arguments worth making // not opinions worth holding
Long-form arguments on AI detection, counterfactual reasoning, ML in BPO turnover,
and how the LinkedIn algorithm actually works.
Published
— newest first
You Can't Detect Content Created by AI. You Just Need Attention.
Why every AI detection tool on the market is a liability dressed as a solution,
and what content authenticity actually requires when the model writes better than the auditor.
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Unlocking What Didn't Happen
Applying counterfactual reasoning to fix your customer and employee experience.
Most contact centers optimize what already happened. The real value is in the near-misses
you never see.
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ML-Driven Turnover Prediction in BPO Environments
How machine learning models can reduce employee attrition in BPO
environments — a modeled case study with the math shown. Where the data lives, what features actually predict, and what to do
with the prediction.
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Who Really Gets Seen on LinkedIn?
A clear-spoken look at the data behind reach, bias, and the hidden rules of the
LinkedIn feed. What gets seen, what gets buried, and why your engagement metrics lie.
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