$400B spent on training. 12% of employees apply what they learn. The problem isn’t content — it’s delivery.
Only 6% of students take CS. Only 4 states mention AI in standards. AI job postings grew 170% in one year.
Agencies are “vibe coding” custom marketing platforms with AI. One VP built a competitive intelligence tool in a single evening.
Legora tripled its valuation in five months and grew from 40 to 400 employees. The legal AI gold rush is real.
NVIDIA’s 2026 survey: 56% of small healthcare companies report AI boosted revenue by over 10%. The ROI debate is over.
Upwork reports AI skill demand grew 109% YoY. PwC finds AI-skilled workers earn 56% more. AI fluency pays.
Entry-level dev employment down 20% since 2022. AI-skilled developers see 88% job growth. The market split.
Two major surveys reveal how producers actually use AI: cleanup and mastering yes, songwriting no.
170 million new jobs by 2030. Here's which careers are growing, which are shrinking, and what makes the difference.
Only 2% of executives say AI actually caused cuts. 59% of hiring managers admit they cite AI because it sounds better.
New research tracks what AI is already doing in real workplaces — and the gap between theory and reality is where the opportunity lives.
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