Disease/drought-resistant plants and animals market is currently hundreds of billions of dollars

Disease/drought-resistant plants and animals market is currently hundreds of billions of dollars | it it's hundreds of billions today and that's and it's just not well tracked

it it's hundreds of billions today and that's and it's just not well tracked

Beneficiaries (23)

Adverse (6)

{
  "nia": false,
  "qty": "Hundreds of billions USD",
  "url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "caveats": "Not well tracked",
  "context": "it it's hundreds of billions today and that's and it's just not well tracked, right?",
  "to_year": 2026,
  "verbatim": "it it's hundreds of billions today and that's and it's just not well tracked",
  "conv_cues": "hundreds of billions today",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "Current",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Colossal's 'Lamm $5.4T invasive-species' narrative is repeatedly cited by analysts",
      "source": "deep_research_enriched",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://247wallst.com/investing/2026/04/12/colossals-ben-lamm-says-invasive-species-is-a-5-4-trillion-problem-heres-his-solution/",
      "expected_date": "2026-04-12",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "measurement_criterion": "247 Wall St. and at least two follow-on tier-2 outlets (Bloomberg, Reuters, FT, WSJ) cite Lamm's $5.4T invasive-species framing in 2026."
    },
    {
      "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": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -3,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -2,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Recursive self-improvement is already happening now (no longer three years out)",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -1,
      "source_id": "238_009",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "event",
      "label": "Disease/drought-resistant plants and animals market is currently hundreds of billions of dollars",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "245_017",
      "expected_date": "2026-06-19",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Colossal-affiliated Tropic Biosciences reports disease-resistant crop deployment",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://research.contrary.com/company/colossal-biosciences",
      "expected_date": "2026-12-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Tropic Biosciences (a Colossal investee) reports gene-edited Panama-disease-resistant banana planted at commercial scale, with hectarage figur
... (truncated)