Even Andrew Ng is saying overhyped AI is causing harm and that CS degree will still be useful for decades to come

Job-Genie agrees: AI hype distorts the job market, but CS fundamentals remain a durable hiring signal. The real risk for CS graduates isn't obsolescence — it's Application Silence caused by CVs that fail to speak recruiter language, regardless of how strong the technical foundation is.

Andrew Ng Is Right — But the Problem Is Positioning, Not Skills

Andrew Ng's point cuts both ways. Yes, overhyped AI claims harm trust and distort hiring expectations. But his defence of CS degrees also confirms what Job-Genie's Recruiter-Fit Matrix consistently surfaces: candidates with genuinely strong technical foundations are still being passed over — not because they lack ability, but because their CVs don't translate that ability into recruiter-readable shortlist signals.

That gap is the Recruiter-Fit Gap. It's the distance between how a CS graduate describes their work and what a specialist tech recruiter needs to see to justify a submission.

The Hidden Job Market Doesn't Wait for Trend Cycles

The hidden job market — roles filled via recruiter shortlists before public posting — moves faster than public discourse about AI hype or degree value. A CS graduate with a high Application Silence Score may have exactly the skills a hiring manager wants, but never reach the shortlist because the CV wasn't built for recruiter pattern-matching.

Ghost jobs compound this: a candidate can apply to an AI-adjacent role that no longer exists while missing a live backend or infrastructure role a specialist recruiter is actively trying to fill.

What Job-Genie Does With This

Job-Genie's Truth Layer doesn't chase hype cycles. It rewrites CVs to reflect durable, specialist-recruiter priorities — the kind Ng implicitly defends when he argues for foundational CS competence. The accompanying Recruiter-Ready Brief translates a candidate's background into the 3–5 sentence summary a recruiter needs to confidently submit them.

For CS graduates caught in the noise between AI oversell and AI backlash, the actionable move is the same: close the Recruiter-Fit Gap, reduce Application Silence, and surface in the shortlists where real roles are filled.