Amount of change between now and 2028 will be like nothing we've ever seen

Amount of change between now and 2028 will be like nothing we've ever seen | the amount of change between here and 2028 is going to be like nothing we've ever seen, too.

the amount of change between here and 2028 is going to be like nothing we've ever seen, too.

Beneficiaries (24)

Adverse (6)

{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=toE56X2h0wk",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "the timing is perfect for it. the amount of change between here and 2028 is going to be like nothing we've ever seen, too.",
  "to_year": 2028,
  "verbatim": "the amount of change between here and 2028 is going to be like nothing we've ever seen, too.",
  "conv_cues": "going to be like nothing we've ever seen",
  "direction": "UP",
  "from_year": 2026,
  "timeframe": "2026-2028",
  "conv_level": "HIGH",
  "milestones": [
    {
      "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": -9,
      "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": -8,
      "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": -7,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Autonomous coding agents handle full PR cycle (test + fix + refactor) at scale",
      "source": "https://markaicode.com/ai-coding-predictions-2027/ - 2027 IDEs running tests, fixing bugs, refactoring autonomously",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://markaicode.com/ai-coding-predictions-2027/",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "At least 2 mainstream IDE/coding tools (Cursor, Devin, Claude Code, Copilot) ship autonomous mode that completes >=80% of bug-fix tickets without human intervention"
    },
    {
      "kind": "llm_pre_event",
      "label": "AI 2027 forecast tracking: pace remains within 50-150% of predicted trajectory",
      "source": "https://blog.aifutures.org/p/grading-ai-2027s-2025-predictions - early 2026 progress at ~65% of AI 2027 anticipated pace",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://blog.aifutures.org/p/grading-ai-2027s-2025-predictions",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "AI Futures Project (or independent benchmark tracker) publishes update showing actual progress vs AI 2027 quantitative predictions in 50-
... (truncated)