Corporate CEOs will soon mandate AI use in every job; AI-native enablers will get promoted and raises; others displaced.

Corporate CEOs will soon mandate AI use in every job; AI-native enablers will get promoted and raises; others displaced. | the way it's going to unfold very, very soon is corporate CEOs, including a bunch this week, will go to companywide meetings and say, 'We need AI to be used in every one of your jobs.' And a very small subset, I'm hoping at least a third, but maybe more like a fifth of people will raise their hand and they'll say ... The CEO will then say, okay, you figure out how to make the people in your group three times more efficient. And if you're the person that's the enabler, you'll be naturally AI native. ... the increase in efficiency is going to eliminate a lot of jobs, but because you're the master of the AI in the in the function, you'll actually get probably a massive raise.

Watch events: BLS employment reports; tech layoff trackers; Underemployment rate; Yang quarterly updates

the way it's going to unfold very, very soon is corporate CEOs, including a bunch this week, will go to companywide meetings and say, 'We need AI to be used in every one of your jobs.' And a very small subset, I'm hoping at least a third, but maybe more like a fifth of people will raise their hand and they'll say ... The CEO will then say, okay, you figure out how to make the people in your group three times more efficient. And if you're the person that's the enabler, you'll be naturally AI native. ... the increase in efficiency is going to eliminate a lot of jobs, but because you're the master of the AI in the in the function, you'll actually get probably a massive raise.

Beneficiaries (24)

Adverse (6)

{
  "nia": false,
  "qty": "3x efficiency / 1/5 to 1/3 of workforce",
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "the way it's going to unfold very, very soon is corporate CEOs, including a bunch this week, will go to companywide meetings and say, 'We need AI to be used in every one of your jobs.' And a very small subset, I'm hoping at least a third, but maybe more like a fifth of people will raise their hand and they'll say, well, in one case, I'm a huge Moonshots fan. I've been using Gemini and and Claude for months now.",
  "to_year": 2027,
  "verbatim": "the way it's going to unfold very, very soon is corporate CEOs, including a bunch this week, will go to companywide meetings and say, 'We need AI to be used in every one of your jobs.' And a very small subset, I'm hoping at least a third, but maybe more like a fifth of people will raise their hand and they'll say ... The CEO will then say, okay, you figure out how to make the people in your group three times more efficient. And if you're the person that's the enabler, you'll be naturally AI native. ... the increase in efficiency is going to eliminate a lot of jobs, but because you're the master of the AI in the in the function, you'll actually get probably a massive raise.",
  "conv_cues": "very, very soon",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "very, very soon",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Shopify CEO mandate: AI use baseline expectation, no hires unless AI insufficient",
      "notes": "HIT — exact pattern Blundin describes; happened ~12 months before display_date.",
      "source": "Marketing AI Institute + Inc Magazine — 'Shopify CEO to Employees: Use AI Now'",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.marketingaiinstitute.com/blog/shopify-ceo-ai-memo",
      "expected_date": "2025-04-07",
      "observed_date": "2025-04-07",
      "research_origin": "deep_research",
      "measurement_criterion": "Tobias Lutke publishes internal memo (later released externally) stating 'Reflexive AI usage is now a baseline expectation' and 'no new hires without AI approval'"
    },
    {
      "kind": "llm_pre_event",
      "label": "Box, Fiverr, and Canada PM publish own AI mandate memos",
      "source": "First Round — 'From Memo to Movement: Shopify's Cultural Adoption of AI'",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.firstround.com/ai/shopify",
      "expected_date": "2025-12-31",
      "observed_date": "2025-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Box and Fiverr CEOs and Canadian Prime Minister publish their own AI mandate memos following Shopify template"
    },
    {
      "kind": "llm_pre_event",
      "label": "63% of tech layoffs cite AI explicitly (Q1 2026 datapoint)",
      "source": "AI for Anything Tech Layoffs Tracker 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://www.aiforanything.io/blog/tech-layoffs-2026",
      "expected_date": "2026-03-31",
      "observed_date": "2026-03-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Challenger, Gray & Christmas Q1 2026 layoff report shows 63% of tech layoffs explicitly cite AI as a driving factor (up from 38% in 2025)"
    },
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
 
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