BU BÖLÜM HAKKINDA
MDM is never finished. It is operated. And the operating budget is the line item every program forgets.
Every MDM business case has a detailed build budget and a stewardship line that is tiny or missing. Go-live is not the end. It is the start of the longest and most important phase. The exception queue that needs human judgment does not shrink after launch. It grows.
Long-form whitepaper is at https://themoderncdo.gumroad.com/l/s2e21-underestimating-stewardship
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SON BÖLÜMLERİ ARA
TheModernCDO için geçmiş bölümleri ara.
BU PODCAST'IN DİĞER BÖLÜMLERİ
For fifty years, the rule was simple: garbage in, garbage out. Bad data produced output that obviously looked bad, so someone caught it and fixed it. AI broke that bargain. Feed a copilot flawed data and it returns a fluent, confident, well-structured answer that happens to be wrong, and nothing on…
The moment a real decision can be blamed on a model, you have built a machine for laundering accountability.
A model makes a consequential decision and no human owns it. The data scientist points to the business, the business points to the model, the sponsor treats the output as objective. Everyone…
Generative AI is most dangerous at the exact moment it is most convincing.
It fails fluently. It produces a confident, polished, authoritative falsehood with no signal that it is wrong, leaks whatever an employee feeds it, and varies its output from one run to the next. Govern the real failure mode…
Most AI governance ends at the moment the real risk begins. The day a model goes live is the day it starts to drift.
A model learns a snapshot of the world, and the moment it ships that snapshot starts to age. Accuracy and fairness degrade silently, with no alarm, because the governance was all spe…
A model can be 95 percent accurate and systematically unfair to the people who matter most. The aggregate number hides it.
Treated as a late-stage checklist item, bias gets discovered too late to fix, rationalized away under deployment pressure, or missed entirely. A single accuracy number is not a…
Feragatname: Bu sayfaya yerleştirilmiş podcast ve sanat eserleri, sahibinin mülkiyetinde olan ve Listen Notes, Inc.'e bağlı olmayan veya tarafından onaylanmayan Richard Muirhead'e aittir.
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