2 AI Strategy & Governance

CTO Handbook · 5:19

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Lyrics

[Verse 1]
When you need AI power, three paths you can take
Build from scratch or buy it, or integrate and make
APIs are fastest when you need it right away
Fine-tuning fits your data, custom models pay
Training from the ground up takes the longest time
But gives you full control over every single line

[Chorus]
Build, buy, integrate - choose your AI fate
Strategy and governance, don't leave it up to fate
High-value use cases, prioritize with care
Responsible AI means fairness everywhere
B-B-I, that's the way
Guide your AI strategy today

[Verse 2]
Find the golden use cases where AI shines bright
Automation and insights that boost your team's might
Prioritize by impact and how hard it will be
Low-hanging fruit first, then climb that AI tree
Product strategy matters, don't just chase the hype
Make sure every AI fits your business type

[Chorus]
Build, buy, integrate - choose your AI fate
Strategy and governance, don't leave it up to fate
High-value use cases, prioritize with care
Responsible AI means fairness everywhere
B-B-I, that's the way
Guide your AI strategy today

[Bridge]
Bias in the data leads to unfair results
Test your model's fairness, avoid the default faults
Model cards document what your system can do
Transparency builds trust between me and you

[Verse 3]
Hallucinations happen when AI makes things up
Data poisoning attacks can mess your training up
Prompt injection tricks try to break your AI
Model theft protection keeps your secrets high
Risk management planning keeps disasters away
Monitor and measure every single day

[Chorus]
Build, buy, integrate - choose your AI fate
Strategy and governance, don't leave it up to fate
High-value use cases, prioritize with care
Responsible AI means fairness everywhere
B-B-I, that's the way
Guide your AI strategy today

[Verse 4]
EU AI Act is coming with rules we must know
NIST framework guides us on the path to go
Training data licensing, who owns what you make
Output ownership questions, get clear what's at stake
Confidentiality matters when you share your code
Navigate these laws on the AI road

[Bridge]
Workforce transformation, augment don't replace
Reskilling and training help humans keep pace
Redesign your workflows with AI as a friend
Technology serves people from beginning to end

[Outro]
Strategy and governance light the AI way
Plan it right, build it right, every single day
From APIs to ethics, from risk to reward
AI strategy mastery, you're moving forward

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