Humans will need to use synthetic biology to help species adapt faster than environmental change
Predictor: Ben Lamm · ep#245 "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)" · source
Prediction text
Humans will need to use synthetic biology to help species adapt faster than environmental change | helping species adapt at the same curve of which we are changing environments is also something that's going to be needed in the future because evolution is not uh fast unless it's directed.
Verbatim quote
helping species adapt at the same curve of which we are changing environments is also something that's going to be needed in the future because evolution is not uh fast unless it's directed.
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
- 2027-04-21pendingQ1 window check-in (25%)
- 2026-06-01 → 2028-06-30pendingColossal Biosciences expands portfolio to >=10 species with assisted-evolution editingHow: Colossal press releases or SEC filings (post-IPO) confirm >=10 distinct endangered/de-extinct species under active CRISPR/assisted-reproduction programsSource: deep_research_enrichedconf 70%
- 2026-09-01 → 2028-12-31pendingIUCN formally endorses synthetic-biology assisted-evolution for conservationHow: IUCN World Conservation Congress publishes formal position paper endorsing synbio/genome-editing as legitimate conservation tool, not just experimentalSource: deep_research_enrichedconf 55%
- 2026-12-01 → 2029-06-30pendingFirst gene-edited endangered animal released into wild monitored habitatHow: USFWS, IUCN, or peer agency authorizes wild release (not just captive breeding) of a CRISPR-modified endangered species individual or cohortSource: deep_research_enrichedconf 45%
- 2028-04-11pendingQ2 window check-in (50%)
- 2027-06-01 → 2029-12-31pendingHeat-tolerant coral or amphibian gene-edit deployed at reef/wetland scaleHow: Australian Institute of Marine Science, NOAA, or partner deploys assisted-evolved heat-tolerant coral or chytrid-resistant amphibian at >=1 hectare scaleSource: deep_research_enrichedconf 50%
- 2027-12-01 → 2030-06-30pendingTreaty-level framework on environmental release of edited organisms enters forceHow: Convention on Biological Diversity / Cartagena Protocol parties adopt updated framework specifically governing assisted-evolution gene drives and edited organism releaseSource: deep_research_enrichedconf 40%
- 2029-04-02pendingQ3 window check-in (75%)
No downstream cascades — this prediction is a leaf in the dependency graph.
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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 |
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Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "helping species adapt at the same curve of which we are changing environments is also something that's going to be needed in the future because evolution is not uh fast unless it's directed.",
"verbatim": "helping species adapt at the same curve of which we are changing environments is also something that's going to be needed in the future because evolution is not uh fast unless it's directed.",
"conv_cues": "is going to be needed",
"direction": "HAPPEN",
"timeframe": "Future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -8,
"source_id": null,
"expected_date": "2027-04-21",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Colossal Biosciences expands portfolio to >=10 species with assisted-evolution editing",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.7,
"source_url": "https://www.biospace.com/press-releases/colossal-biosciences-expands-de-extinction-portfolio-with-iconic-bluebuck",
"expected_date": "2027-06-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-06-30",
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},
"measurement_criterion": "Colossal press releases or SEC filings (post-IPO) confirm >=10 distinct endangered/de-extinct species under active CRISPR/assisted-reproduction programs"
},
{
"kind": "llm_pre_event",
"label": "IUCN formally endorses synthetic-biology assisted-evolution for conservation",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.55,
"expected_date": "2027-11-01",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-09-01"
},
"measurement_criterion": "IUCN World Conservation Congress publishes formal position paper endorsing synbio/genome-editing as legitimate conservation tool, not just experimental"
},
{
"kind": "llm_pre_event",
"label": "First gene-edited endangered animal released into wild monitored habitat",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.45,
"source_url": "https://academic.oup.com/jhered/advance-article/doi/10.1093/jhered/esaf069/8262805",
"expected_date": "2028-03-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2029-06-30",
"from": "2026-12-01"
},
"measurement_criterion": "USFWS, IUCN, or peer agency authorizes wild release (not just captive breeding) of a CRISPR-modified endangered species individual or cohort"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2028-04-11",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Heat-tolerant coral or amphibian gene-edit deployed at reef/wetland scale",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.5,
"expected_date": "2028-09-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2029-12-31",
"from": "2027-06-01"
},
"measurement_criterion": "Australian Institute of Marine Science, NOAA, or partner deploys assisted-evolved heat-tolerant coral or
... (truncated)