Gene drive tech is safer than prior dispersals and can be rolled back
Predictor: Ben Lamm · ep#245 "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)" · source
Prediction text
Gene drive tech is safer than prior dispersals and can be rolled back | we have an interesting model to it and some proprietary technologies that makes it you know safer than has ever been dispersed in the wild and also we have the ability to roll it back uh which is which is helpful.
Verbatim quote
we have an interesting model to it and some proprietary technologies that makes it you know safer than has ever been dispersed in the wild and also we have the ability to roll it back uh which is which is helpful.
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
- 2026-04-12hitColossal publicly describes gene drive as reversible (rollback feature documented)How: Ben Lamm or Colossal Biosciences publicly states the gene drive technology is reversible and rollback-capable in mainstream tech/finance pressSource: https://247wallst.com/investing/2026/04/12/colossals-ben-lamm-says-invasive-species-is-a-5-4-trillion-problem-heres-his-solution/conf 99%Notes: HIT — claim documented. Reversibility is a stated Colossal proprietary feature.
- 2026-06-01 → 2027-06-30pendingPeer-reviewed publication on Colossal's reversible gene drive containment mechanismHow: Colossal publishes peer-reviewed paper (Nature Biotechnology, Science, eLife or equivalent) describing the molecular mechanism for gene drive reversibility with reproducible safeguardsSource: Nature / Science / Cell publication recordconf 40%Notes: Critical for scientific community to validate the safety/rollback claim beyond company PR.
- 2026-06-01 → 2027-12-31pendingIndependent demonstration of rollback in caged trialHow: Colossal or independent lab publishes data from a caged-population trial showing engineered traits being reversed across generations using the rollback mechanismSource: Scientific publications, Colossal press releasesconf 45%
- 2026-06-01 → 2027-12-31pendingCritical scientific pushback (rebuttal paper questioning rollback feasibility)How: Independent gene-drive researchers publish rebuttal arguing the rollback mechanism is incomplete, theoretically flawed, or unverified in field conditionsSource: bioRxiv / Nature commentary / MIT Tech Review reportingconf 40%Notes: Cascade — counter-evidence would weaken Lamm's claim and update prediction probability downward.
- 2026-09-01 → 2028-06-30pendingRegulatory approval (USDA APHIS / NZ EPA / Australia OGTR) for first wild-release pilotHow: Government regulator approves first contained wild-release pilot of Colossal gene drive technology against an invasive speciesSource: USDA APHIS / NZ EPA / OGTR public registersconf 30%Notes: Regulatory greenlight implicitly validates the safety/rollback case.
What if this resolves?
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Evidence chain
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 202 — Peter Diamandis | 67.1% | 0.500 | 0.050 | -0.074 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.500 | 0.050 | -0.045 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.500 | 0.050 | -0.039 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.500 | +0.032 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.500 | 0.050 | -0.030 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 231_013 Math is cooked (will be solved), physics cooked, biology cha — Alex Wissner-Gross | 35.4% | 0.620 | 0.050 | -0.067 |
| prereq | 241_043 ASI will arrive within 2 years to 5 years to this next decad — Peter Diamandis | 35.9% | 0.650 | 0.050 | -0.059 |
| prereq | CMQ_002 By 2028, AI systems will reach 'independent researcher' leve — Sam Altman | 31.4% | 0.550 | 0.050 | -0.056 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.051 |
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | -0.034 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (8)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 241_043 | ASI will arrive within 2 years to 5 years to this next decade | AI | — |
| prereq | 231_013 | Math is cooked (will be solved), physics cooked, biology char broiled. | AI | — |
| prereq | CMQ_002 | By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | AI | — |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
"mode": "THESIS",
"role": "Guest-CEO",
"context": "safer than has ever been dispersed in the wild and also we have the ability to roll it back",
"to_year": 2026,
"verbatim": "we have an interesting model to it and some proprietary technologies that makes it you know safer than has ever been dispersed in the wild and also we have the ability to roll it back uh which is which is helpful.",
"conv_cues": "safer than has ever been dispersed; ability to roll it back",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "Current",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Colossal publicly describes gene drive as reversible (rollback feature documented)",
"notes": "HIT — claim documented. Reversibility is a stated Colossal proprietary feature.",
"source": "https://247wallst.com/investing/2026/04/12/colossals-ben-lamm-says-invasive-species-is-a-5-4-trillion-problem-heres-his-solution/",
"status": "hit",
"weight": 0.4,
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"expected_date": "2026-04-15",
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},
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{
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},
{
"kind": "event",
"label": "Gene drive tech is safer than prior dispersals and can be rolled back",
"status": "pending",
"weight": 1,
"ordinal": 0,
"source_id": "245_035",
"expected_date": "2026-06-17",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Peer-reviewed publication on Colossal's reversible gene drive containment mechanism",
"notes": "Critical for scientific community to validate the safety/rollback claim beyond company PR.",
"source": "Nature / Science / Cell publication record",
"status": "pending",
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"confidence": 0.4,
"expected_date": "2026-12-15",
"research_origin": "training",
"expected_date_range":
... (truncated)