Kitrid disease is the leading extinction driver in frogs/amphibians and can be solved with genetic engineering
Predictor: Ben Lamm · ep#245 "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)" · source
Prediction text
Kitrid disease is the leading extinction driver in frogs/amphibians and can be solved with genetic engineering | It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering
Verbatim quote
It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering
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
- 2027-03-07pendingQ1 window check-in (25%)
- 2026-06-01 → 2028-12-31pendingFirst successful CRISPR-engineered chytrid-resistant frog line published in peer-reviewed journalHow: Nature/Science/PNAS or Cell paper documents heritable Bd-resistance gene insertion in any amphibian species via CRISPR-Cas9, e.g., from JCU Queensland or Colossal Foundation programsSource: https://www.amphibians.org/news/chytrid-fighting-genes-to-save-species-on-the-brink/conf 60%
- 2028-01-12pendingQ2 window check-in (50%)
- 2027-01-01 → 2029-06-30pendingColossal Foundation or partner publishes Bd-resistance gene multiplex editing protocol in great spotted tree frog or corroboree frogHow: Colossal Biosciences/Foundation press release or peer-reviewed publication describes multiplex CRISPR transgene producing chytrid-specific antibodies in named critically endangered speciesSource: https://colossalfoundation.org/project/saving-amphibians-from-chytrid-fungus/conf 55%
- 2028-11-18pendingQ3 window check-in (75%)
- 2028-01-01 → 2030-06-30pendingFirst field release of gene-edited chytrid-resistant amphibian population approved by national wildlife regulatorHow: Australian DCCEEW, US FWS, or equivalent national authority issues permit for controlled release of CRISPR-edited frogs into native rangeSource: https://pmc.ncbi.nlm.nih.gov/articles/PMC12881173/conf 40%
- 2028-06-01 → 2030-12-31pendingIUCN Red List downlists at least one chytrid-affected species citing genetic-rescue interventionHow: IUCN Red List update notes a previously Critically Endangered amphibian species improves status with explicit reference to gene-editing/genetic rescue programSource: https://www.iucnredlist.org/conf 30%
No downstream cascades — this prediction is a leaf in the dependency graph.
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Evidence chain
Network propagation neighbors
Top incoming (parents)
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Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (2)
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.562 | manifold | Last confirmed case of the Andes virus (hantavirus) linked to MV Hondius outbreak | — | mentions | pending | 2026-05-12 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering, right? And so for us, uh you know, and not only can we solve the current problem, but we can also create kit frogs and salamanders and others in in and that are kitrred resistance",
"verbatim": "It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering",
"conv_cues": "can solve; we can also create",
"direction": "HAPPEN",
"timeframe": "Future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -7,
"source_id": null,
"expected_date": "2027-03-07",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "First successful CRISPR-engineered chytrid-resistant frog line published in peer-reviewed journal",
"source": "https://www.amphibians.org/news/chytrid-fighting-genes-to-save-species-on-the-brink/",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.6,
"expected_date": "2027-09-16",
"research_origin": "training",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Nature/Science/PNAS or Cell paper documents heritable Bd-resistance gene insertion in any amphibian species via CRISPR-Cas9, e.g., from JCU Queensland or Colossal Foundation programs"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2028-01-12",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Colossal Foundation or partner publishes Bd-resistance gene multiplex editing protocol in great spotted tree frog or corroboree frog",
"source": "https://colossalfoundation.org/project/saving-amphibians-from-chytrid-fungus/",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.55,
"expected_date": "2028-03-31",
"research_origin": "training",
"expected_date_range": {
"to": "2029-06-30",
"from": "2027-01-01"
},
"measurement_criterion": "Colossal Biosciences/Foundation press release or peer-reviewed publication describes multiplex CRISPR transgene producing chytrid-specific antibodies in named critically endangered species"
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "pending",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2028-11-18",
"observed_date": null
},
{
"kind": "llm_post_event",
"label": "First field release of gene-edited chytrid-resistant amphibian population approved by national wildlife regulator",
"source": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12881173/",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.4,
"expected_date": "2029-03-31",
"research_origin": "training",
"expected_date_range": {
"to": "2030-06-30",
"from": "2028-01-01"
},
"measurement_criterion": "Australian DCCEEW, US FWS, or equivalent national authority issues permit for controlled release of CRISPR-edited frogs into native range"
},
{
"kind": "llm_post_event",
"label": "IUCN Red List downlists at least one chytrid-affected species citing genetic-rescue intervention",
"source": "https://w
... (truncated)