Screworm will decimate US cattle and bison industry
Predictor: Ben Lamm · ep#245 "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)" · source
Prediction text
Screworm will decimate US cattle and bison industry | It's coming up through Honduras and Mexico. It's now in southern Texas. Uh it it is going to decimate our cattle and and bison industry.
Verbatim quote
It's coming up through Honduras and Mexico. It's now in southern Texas. Uh it it is going to decimate our cattle and and bison industry.
Predictor: Ben Lamm
Calibration plot (stated vs observed)
Evidence about this node from Ben Lamm is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).
Reference class
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-03-15hitTexas issues disaster declaration over screwworm threatHow: Texas Governor or Animal Health Commission issues formal disaster declaration or emergency preparation for NWSSource: https://www.aaha.org/trends-magazine/publications/new-world-screwworm-poses-significant-threat/conf 90%
- 2026-04-17hitUSDA breaks ground on Texas sterile-fly facilityHow: USDA holds public groundbreaking on Texas sterile NWS fly production facility (100M flies/wk stage 1 target)Source: https://www.dtnpf.com/agriculture/web/ag/livestock/article/2026/04/17/usda-groundbreaking-marks-step-newconf 99%Notes: HIT — federal infrastructure response signals official threat assessment.
- 2026-04-22hitUSDA confirms NWS case <60 miles from US border (Nuevo Leon)How: USDA APHIS confirms New World Screwworm active case within 100 miles of Texas border in Nuevo Leon, MexicoSource: https://www.oklahomafarmreport.com/2026/04/24/new-world-screwworm-fears-grow-as-cases-explode-in-northern-mexico/ — Nuevo Leon case 60 miles from borderconf 99%Notes: HIT — closest NWS has come to US since 1966 eradication. Active 8-case state cluster in Nuevo Leon.
- 2026-08-21pendingQ1 window check-in (25%)
- 2026-05-01 → 2026-12-31pendingFirst confirmed NWS case in continental US livestock (TX/AZ/NM)How: USDA APHIS reports first detected NWS infestation in US livestock (cattle/bison/equine) on US soilSource: USDA APHIS Stop Screwworm dashboardconf 55%
- 2026-12-12pendingQ2 window check-in (50%)
- 2026-05-01 → 2027-12-31pendingCattle futures spike >15% on screwworm newsHow: CME Live Cattle / Feeder Cattle futures register ≥15% spike attributed to NWS spread in industry coverageSource: CME Group, Bloomberg agricultural commentaryconf 45%
- 2027-04-04pendingQ3 window check-in (75%)
- 2027-01-01 → 2027-12-31pending≥10% Texas cattle herd impact (USDA NASS)How: USDA NASS or Texas A&M ag-econ reports ≥10% of TX cattle herd affected (case count, treatment, mortality, or quarantine)Source: USDA NASS Cattle reportsconf 25%Notes: Cascade — 'decimate' (~10%) is high bar; 1966 eradication required ~5 yrs once entrenched. Limited time window for full decimation.
No downstream cascades — this prediction is a leaf in the dependency graph.
What if this resolves?
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Evidence chain
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Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (3)
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.570 | manifold | USA stage of elimination at fifa World Cup? | — | mentions | pending | 2026-05-16 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "Texas has just declared it as as a national emergency uh is the screworm. It's a... It's coming up through Honduras and Mexico. It's now in southern Texas. Uh it it is going to decimate our cattle and and bison industry.",
"verbatim": "It's coming up through Honduras and Mexico. It's now in southern Texas. Uh it it is going to decimate our cattle and and bison industry.",
"conv_cues": "is going to decimate",
"direction": "DOWN",
"timeframe": "Near future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Texas issues disaster declaration over screwworm threat",
"source": "https://www.aaha.org/trends-magazine/publications/new-world-screwworm-poses-significant-threat/",
"status": "hit",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.9,
"source_url": "https://www.aaha.org/trends-magazine/publications/new-world-screwworm-poses-significant-threat/",
"expected_date": "2026-03-17",
"observed_date": "2026-03-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-05-31",
"from": "2026-01-01"
},
"measurement_criterion": "Texas Governor or Animal Health Commission issues formal disaster declaration or emergency preparation for NWS"
},
{
"kind": "llm_pre_event",
"label": "USDA breaks ground on Texas sterile-fly facility",
"notes": "HIT — federal infrastructure response signals official threat assessment.",
"source": "https://www.dtnpf.com/agriculture/web/ag/livestock/article/2026/04/17/usda-groundbreaking-marks-step-new",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.99,
"source_url": "https://www.dtnpf.com/agriculture/web/ag/livestock/article/2026/04/17/usda-groundbreaking-marks-step-new",
"expected_date": "2026-04-17",
"observed_date": "2026-04-17",
"research_origin": "deep_research",
"measurement_criterion": "USDA holds public groundbreaking on Texas sterile NWS fly production facility (100M flies/wk stage 1 target)"
},
{
"kind": "llm_pre_event",
"label": "USDA confirms NWS case <60 miles from US border (Nuevo Leon)",
"notes": "HIT — closest NWS has come to US since 1966 eradication. Active 8-case state cluster in Nuevo Leon.",
"source": "https://www.oklahomafarmreport.com/2026/04/24/new-world-screwworm-fears-grow-as-cases-explode-in-northern-mexico/ — Nuevo Leon case 60 miles from border",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.99,
"source_url": "https://www.oklahomafarmreport.com/2026/04/24/new-world-screwworm-fears-grow-as-cases-explode-in-northern-mexico/",
"expected_date": "2026-04-22",
"observed_date": "2026-04-22",
"research_origin": "deep_research",
"measurement_criterion": "USDA APHIS confirms New World Screwworm active case within 100 miles of Texas border in Nuevo Leon, Mexico"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -6,
"source_id": null,
"expected_date": "2026-08-21",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "First confirmed NWS case in continental US livestock (TX/AZ/NM)",
"source": "USDA APHIS Stop Screwworm dashboard",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.55,
"expected_date": "2026-08-31",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-05-01"
},
"measurement_criterion": "USDA APHIS reports first
... (truncated)