Colossal's models and approach to synthetic biology will apply broadly to the field
Predictor: Ben Lamm · ep#245 "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)" · source
Prediction text
Colossal's models and approach to synthetic biology will apply broadly to the field | I I I do think in the coming years that um you know hopefully the models that we are applying and the way we're thinking about it applies broader to synthetic biology
Verbatim quote
I I I do think in the coming years that um you know hopefully the models that we are applying and the way we're thinking about it applies broader to synthetic biology
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
- 2026-06-01 → 2027-06-30pendingAstromech reaches first paying customer or major partnership outside ColossalHow: Astromech announces an enterprise pharma/biotech customer using its predictive biology platform, validating cross-domain transferability of Colossal's modelsSource: deep_research_enrichedconf 55%
- 2026-12-01 → 2027-09-30pendingAstromech valuation step-up and Series B raiseHow: Astromech raises additional capital at >$3B valuation, signaling external validation of platform broadening thesisSource: deep_research_enrichedconf 50%
- 2026-09-01 → 2027-12-31pendingColossal publishes peer-reviewed paper on its synthetic-biology modeling stackHow: Peer-reviewed publication (Nature/Cell/Science class) describing Colossal's genomic modeling architecture and showing generalization beyond de-extinctionSource: deep_research_enrichedconf 50%
- 2026-09-01 → 2028-06-30pendingForm Bio platform reports cross-pharma adoption metricsHow: Form Bio (Colossal's earlier life-sciences software spinout) reports >10 pharma or biotech enterprise customers using the platform for non-de-extinction synthetic biologySource: deep_research_enrichedconf 40%
- 2027-06-01 → 2028-12-31pendingMammoth/thylacine de-extinction proof-of-concept embryo or birthHow: Colossal announces a viable engineered embryo or first live birth for a de-extinction target (woolly mammoth, thylacine, or dodo); demonstrates platform translatabilitySource: deep_research_enrichedconf 45%
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 |
|---|---|---|---|---|---|
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.450 | -0.077 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.450 | 0.050 | -0.068 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.450 | -0.057 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.450 | 0.050 | -0.040 |
| prereq | SEM_029 Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boo — Nvidia | 78.8% | 0.450 | 0.050 | -0.024 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_017 Europa Clipper will arrive at Jupiter in 2030, conducting 50 — Peter Diamandis | 37.7% | 0.650 | 0.050 | -0.102 |
| prereq | 247_035 Dario Amodei will solve most/all neurological diseases by en — Dario Amodei | 38.8% | 0.700 | 0.050 | -0.093 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.080 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.071 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.067 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (10)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_029 | Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training. | Semis/Products | — |
| 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 | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_035 | Dario Amodei will solve most/all neurological diseases by end of decade | Biotech/Longevity | — |
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_017 | Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. | Space | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2029-12-31 | [Biology 2029-12] nds of edits (up from current hundreds) [245_028] Colossal's models and approach to synthetic biology will apply broadly to the fi | pending |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
"mode": "ASPIRATION",
"role": "Guest-CEO",
"context": "I I I do think in the coming years that um you know hopefully the models that we are applying and the way we're thinking about it applies broader to synthetic biology",
"to_year": 2029,
"verbatim": "I I I do think in the coming years that um you know hopefully the models that we are applying and the way we're thinking about it applies broader to synthetic biology",
"conv_cues": "I do think; hopefully",
"direction": "HAPPEN",
"from_year": 2027,
"timeframe": "Coming years",
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... (truncated)