The Guardian · 20 Oct, 12:30 · Technology briefing

I’m a CTO. AI still needs your human expertise | Madhu Shashanka

Madhu Shashanka, a Chief Technology Officer, argues that artificial intelligence remains fundamentally dependent on human expertise.

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The briefing

The story
in brief.

What happened, who it affects, and why it landed on our intelligence desk — in plain English, sixty seconds or less.

Madhu Shashanka, a Chief Technology Officer, argues that artificial intelligence remains fundamentally dependent on human expertise. Despite rapid technological advancements, the narrative suggests AI cannot fully replace the nuanced judgment, ethical reasoning, and strategic oversight provided by experienced professionals. The article highlights that while automation handles routine tasks, complex decision-making and contextual understanding require human intervention. This perspective challenges the prevailing fear of total job displacement, positioning technology as a tool that amplifies rather than substitutes skilled workforce capabilities in modern enterprises.

Employer demand for AI Strategy skills — indexed growth since 2019
Indicative index of skill mentions in professional job postings for the field this story moves (2019 = 1)

Your move

What this means
for your career.

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This development signals a critical shift in career strategy. You must stop viewing AI as a replacement and start treating it as a force multiplier for your unique human skills. Critical thinking, ethical judgment, and complex problem-solving will rise in value as technical execution becomes automated. If you are a mid-career professional, you should focus on integrating AI tools into your workflow to enhance productivity, not just learn to code. Smart professionals will upskill in strategic oversight and change management. Prioritise courses that blend technical literacy with leadership, ensuring you can direct AI outcomes rather than merely execute them. Your competitive advantage lies in interpreting data, not generating it.

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Indicative salary uplift in the fields matched to this story
Indicative ranges from published continuing-education salary studies, by field — each field is a recommended course below

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