Disruption cycle time will shrink from every 10 years to every 10 weeks to every 10 days.

Disruption cycle time will shrink from every 10 years to every 10 weeks to every 10 days. | The innovator's dilemma contemplates hey every 10 years something truly disruptive is going to obliterate whatever you do and here's how you should react to it in that moment but now instead of every 10 years it's going to be every 10 months and then soon it'll be every 10 weeks and then you know it'll be every 10 days pretty soon too

The innovator's dilemma contemplates hey every 10 years something truly disruptive is going to obliterate whatever you do and here's how you should react to it in that moment but now instead of every 10 years it's going to be every 10 months and then soon it'll be every 10 weeks and then you know it'll be every 10 days pretty soon too

Beneficiaries (24)

Adverse (6)

{
  "nia": false,
  "qty": "from 10 years to 10 months to 10 weeks to 10 days",
  "url": "https://www.youtube.com/watch?v=T8X6kp-pcKs",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "every 10 years something truly disruptive is going to obliterate whatever you do and here's how you should react to it in that moment but now instead of every 10 years it's going to be every 10 months and then soon it'll be every 10 weeks and then you know it'll be every 10 days pretty soon too but the playbooks is still the same",
  "to_year": 2030,
  "verbatim": "The innovator's dilemma contemplates hey every 10 years something truly disruptive is going to obliterate whatever you do and here's how you should react to it in that moment but now instead of every 10 years it's going to be every 10 months and then soon it'll be every 10 weeks and then you know it'll be every 10 days pretty soon too",
  "conv_cues": "going to be; soon",
  "direction": "DOWN",
  "from_year": 2026,
  "timeframe": "progressive shortening",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Block (Square) CEO halves headcount 10K to <6K in single announcement citing AI",
      "notes": "HIT — Dorsey explicitly: 'intelligence tools have changed what it means to build and run a company.' Disruption arriving in weeks, not years.",
      "source": "https://tech-insider.org/tech-layoffs-2026-ai-workforce-impact/ — Block Feb 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://tech-insider.org/tech-layoffs-2026-ai-workforce-impact/",
      "expected_date": "2026-02-28",
      "observed_date": "2026-02-28",
      "research_origin": "deep_research",
      "measurement_criterion": "Single Fortune 1000 CEO announcement reduces headcount by ≥40% citing AI capability shift"
    },
    {
      "kind": "llm_pre_event",
      "label": "Tech industry layoffs ~80,000 in Q1 2026 — 50% AI-attributed — disruption rolling through monthly",
      "notes": "HIT — quarterly disruption cycle now visible. From 10-year cycle to ~quarterly cycle is consistent with Blundin trajectory.",
      "source": "https://www.tomshardware.com/tech-industry/tech-industry-lays-off-nearly-80-000-employees-in-the-first-quarter-of-2026-almost-50-percent-of-affected-positions-cut-due-to-ai",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://www.tomshardware.com/tech-industry/tech-industry-lays-off-nearly-80-000-employees-in-the-first-quarter-of-2026-almost-50-percent-of-affected-positions-cut-due-to-ai",
      "expected_date": "2026-03-31",
      "observed_date": "2026-03-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Single quarter (Q1 2026) tech layoffs reach ~80,000 with ~50% explicitly AI-attributed"
    },
    {
      "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": -8,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"

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