Preface: Why AI isn’t new

🔙 2 Executive Summary

Executive Summary
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Executive Summary
Preface: Why AI isn’t new

https://www.bbc.co.uk/teach/articles/zh77cqt

Click on the picture to hyperlink to topics.

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Data: the grail we can actually find, even if not obvious.

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Project management; Minimum Viable Products

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Cloud: like a DC, just no cables or weird humming noise

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AI/ML: Raw data into gold—or at least a dashboard.

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Articles: like a blog post, but with more opinions.

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Tools and perhaps a Blueprint to adapt & apply

⚙️ Blending Nostradamus and neural net spotting more trends than a Venetian gossip

No dragons, no legends — just raw power hiding in plain sight.

Innovation without limits. Budgets without chaos. MVPs without excuses.

We took the server room, put it on another floor and called it innovation

We took pattern-matching, gave it a black box, and called it genius.

Soapbox wisdom from the school of 'I just reckon'

If at first you don't succeed, try a bigger hammer.

📌 #Hashtags

#DataLineage #DataEthics #EarlyCareerLessons #DataGovernance #NHS #DataWrangling #StatisticalThinking #ParliamentaryAccountability #TechAndPeople #StakeholderManagement #DigitalHistory #CuriousMinds #LessonsFromExperience #DataWrangling #DirtyData #LeeCooperLogic #ETL #OldSchoolNewRules #WranglersOfTheDigitalFrontier

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⚙️ Renaissance Data Wrangler — maps • models • machines

⚙️ Renaissance mind, Torx-bit toolkit, torque spanner. Renaissance thinking doesn’t just collect tools—it knows which bit to pick, when the torque is right, and when to stop tightening. The Vitruvian Wrench: precision is not force, it’s proportion. Tight enough to hold, loose enough to last.

⚙️ Joinery or joins—the craft is the same: order from fragments.