Rate of society will go up 10x, 100x, 1000x, then 1 millionx - courts won't keep pace.

Rate of society will go up 10x, 100x, 1000x, then 1 millionx - courts won't keep pace. | the rate of society is going to go up 10x, 100x, a thousandx, then a millionx. And there's no way the courts are going to accelerate.

the rate of society is going to go up 10x, 100x, a thousandx, then a millionx. And there's no way the courts are going to accelerate.

Beneficiaries (24)

Adverse (6)

{
  "nia": false,
  "qty": "10x to 1,000,000x",
  "url": "https://www.youtube.com/watch?v=HklyjXKYFng",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "the rate of society is going to go up 10x, 100x, a thousandx, then a millionx. And there's no way the courts are going to accelerate.",
  "to_year": 2030,
  "verbatim": "the rate of society is going to go up 10x, 100x, a thousandx, then a millionx. And there's no way the courts are going to accelerate.",
  "conv_cues": "going to go up",
  "direction": "UP",
  "from_year": 2026,
  "timeframe": "future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "AI inference cost per million tokens falls >=90% vs 2023",
      "notes": "HIT — 92% reduction confirmed. Direct measure of 10x->100x->1000x compute capability rollout.",
      "source": "Brownstone Research: Cost of Intelligence; OpenAI/Anthropic pricing pages",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.brownstoneresearch.com/bleeding-edge/the-cost-of-intelligence/",
      "expected_date": "2026-02-28",
      "observed_date": "2026-01-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Frontier-class model inference cost falls >=90% from early 2023 baseline (proxy for compute speedup)"
    },
    {
      "kind": "llm_pre_event",
      "label": "1,500+ AI-related state bills introduced by Q1 2026",
      "notes": "HIT — 1,500+ bills in 45 states by March 2026, exceeding all of 2025. Lawmaking can't keep pace with deployment.",
      "source": "Baker Botts: US Artificial Intelligence Law Update January 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.bakerbotts.com/thought-leadership/publications/2026/january/us-ai-law-update",
      "expected_date": "2026-03-31",
      "observed_date": "2026-03-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Multistate AI legislation tracker confirms >=1,500 bills introduced across >=40 states by end Q1 2026"
    },
    {
      "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"
    },
    {
      "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": -5,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Federal judges publicly acknowledge legal system trailing AI pace",
      "notes": "HIT — federal judges at IAPP 2026 explicitly stated 'pace of the development of the technology... makes it harder for the already trailing legal system to catch up.'",
      "source": "IAPP: US federal judges discuss intersection of eme
... (truncated)