AI is not a new construct
- Brian Couzens
- Jul 1
- 2 min read

๐'๐๐ ๐๐๐๐๐๐๐๐๐๐ ๐๐๐๐ ๐๐ ๐๐๐๐๐๐๐๐๐๐ ๐๐๐๐๐๐ ๐๐.
Codswallop. Absolute codswallop. - NO YOU HAVE NOT
๐๐ ๐ก๐๐ฌ๐ง'๐ญ ๐๐ฑ๐ฉ๐จ๐ฌ๐๐ ๐ ๐ ๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐ ๐ ๐๐ฉ. ๐๐ญ'๐ฌ ๐๐ฑ๐ฉ๐จ๐ฌ๐๐ ๐ ๐ค๐ง๐จ๐ฐ๐ฅ๐๐๐ ๐ ๐ ๐๐ฉ. ๐'๐ฏ๐ ๐๐๐๐ง ๐ ๐จ๐๐ฌ๐ฆ๐๐๐ค๐๐ ๐๐ฒ ๐ก๐จ๐ฐ ๐ฆ๐๐ง๐ฒ ๐ฉ๐๐จ๐ฉ๐ฅ๐ ๐ข๐ง ๐๐ฒ๐๐๐ซ, ๐ซ๐๐ฌ๐ข๐ฅ๐ข๐๐ง๐๐, ๐ซ๐ข๐ฌ๐ค ๐๐ง๐ ๐๐จ๐ฆ๐ฉ๐ฅ๐ข๐๐ง๐๐ ๐ฌ๐ญ๐ข๐ฅ๐ฅ ๐๐จ๐ง'๐ญ ๐ฎ๐ง๐๐๐ซ๐ฌ๐ญ๐๐ง๐ ๐ฐ๐ก๐๐ญ ๐ ๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐ ๐ข๐ฌ.
Every day I see another six posts claiming AI has created a brand-new form of governance - IT HAS NOT and it never will period.
Get over it your new AI governance agent (that you believe is changing the world) is doing nothing at all.
Apparently...
1๏ธโฃ "๐๐ ๐ง๐๐๐๐ฌ ๐ ๐ง๐๐ฐ ๐๐ฎ๐๐ ๐๐ฆ๐๐ง๐ญ ๐๐๐ฒ๐๐ซ."
No. AI may influence judgement. Governance determines accountability.
2๏ธโฃ "๐๐ ๐ฐ๐ข๐ญ๐ก๐จ๐ฎ๐ญ ๐ ๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐ ๐ข๐ฌ ๐๐๐ง๐ ๐๐ซ๐จ๐ฎ๐ฌ."
Codswallop. AI isn't "without governance". Organisations either govern it properly or they don't. The principles haven't changed.
3๏ธโฃ "๐๐ ๐๐ง๐ญ๐ข๐ ๐๐ ๐ซ๐๐ช๐ฎ๐ข๐ซ๐๐ฌ ๐๐ ๐๐ง๐ญ ๐๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐."
No. Sandboxes, policy engines, safety evaluators and verifiers are engineering controls. They are governed. They are not governance.
4๏ธโฃ "๐๐ ๐๐๐๐ข๐๐ญ๐ข๐จ๐ง ๐๐๐๐ฎ๐ซ๐ข๐ญ๐ฒ ๐ข๐ฌ ๐ญ๐ก๐ ๐ง๐๐ฑ๐ญ ๐๐ฏ๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง ๐จ๐ ๐ ๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐."
No. That's architecture, assurance and control engineering with a new marketing label.
5๏ธโฃ "๐๐ ๐๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐ ๐ข๐ฌ ๐ ๐๐ซ๐๐ง๐-๐ง๐๐ฐ ๐๐ข๐ฌ๐๐ข๐ฉ๐ฅ๐ข๐ง๐."
No. AI is simply another domain to which governance is applied. Accountability, decision rights, oversight, assurance and evidence existed long before AI.
This is becoming a cottage industry. Every week another framework, maturity model and consulting proposition appears, all trying to convince us AI has reinvented governance.
It hasn't.
Governance still asks exactly the same questions it always has.
Who is accountable?
Who owns the decision?
Who accepts the risk?
Who provides independent assurance?
What evidence supports the decision?
Technology evolves.
Governance extends into AI.
๐๐ญ ๐๐จ๐๐ฌ ๐ง๐จ๐ญ ๐ซ๐๐ข๐ง๐ฏ๐๐ง๐ญ ๐ข๐ญ๐ฌ๐๐ฅ๐ ๐๐๐๐๐ฎ๐ฌ๐ ๐ฌ๐จ๐ฆ๐๐จ๐ง๐ ๐๐จ๐ข๐ง๐๐ ๐๐ง๐จ๐ญ๐ก๐๐ซ ๐๐ฎ๐ณ๐ณ๐ฐ๐จ๐ซ๐ ๐จ๐ง ๐๐ข๐ง๐ค๐๐๐๐ง or elsewhere.


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