Convergence of computational biology + AI-driven data modeling + CRISPR gene editing enables bringing back extinct species — Form Bio platform (spun out 2022) enables successful resurrection of woolly mammoth and Tasmanian tiger within the decade (by ~...
Predictor: Ben Lamm
Prediction text
Convergence of computational biology + AI-driven data modeling + CRISPR gene editing enables bringing back extinct species — Form Bio platform (spun out 2022) enables successful resurrection of woolly mammoth and Tasmanian tiger within the decade (by ~2031); AI can successfully infer and reconstruct missing sequences of ancient DNA, shifting biology from descriptive to generative engineering. | First viable mammoth embryo announcement
Key catalyst: First viable mammoth embryo announcement
Watch events: Colossal mammoth calf birth; Form Bio ancient-DNA reconstruction paper
Resolution evidence
Colossal dire wolf resurrection announced April 2025; mammoth elephant-stem-cell progress; Form Bio AI-genomics platform operational. ~2031 mammoth aggressive but tractable.
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
- 2025-01-31overdueColossal Biosciences raises $200M Series C with 2028 mammoth-calf targetHow: Colossal Biosciences publicly announces $200M funding round with explicit timeline to deliver first woolly mammoth calves by 2028; valuation reaches multi-billion levels; CRISPR-edited Asian elephant DNA pipeline disclosed.Source: Jerusalem Post — Colossal Biosciences Secures $200M to bring back Woolly Mammoths by 2028conf 95%Notes: HIT — funding commitment with specific 2028 mammoth-calf timeline. Earlier than Lamm's '~2031' decade-end framing.
- 2025-03-04overdueColossal demonstrates gene-edited 'woolly mice' as proof-of-concept (Mar 2025)How: Colossal Biosciences publishes peer-reviewed or pre-print demonstration of gene-edited 'woolly mice' carrying mammoth-relevant cold-tolerance genes, validated as a step toward woolly mammoth de-extinction.Source: MIT Technology Review — De-extinction scientists say these gene-edited 'woolly mice' are a step towards woolly mammothsconf 95%Notes: HIT — the first lab-demonstrable proof-of-concept that AI-driven CRISPR pipelines work on mammoth genes.
- 2025-06-01 → 2027-12-31pendingForm Bio platform expands to handle Tasmanian tiger and dodo de-extinction pipelinesHow: Form Bio (Colossal's spin-off) publicly announces expanded use of its computational biology platform for Tasmanian tiger AND dodo de-extinction pipelines, with at least one peer-reviewed paper showing AI inference of missing ancient DNA sequences.Source: Nature — De-extinction: digital lab tech supports a mammoth projectconf 65%Notes: Multi-species pipeline validates the 'biology shifts from descriptive to generative engineering' framing.
- 2026-06-01 → 2028-06-30pendingFirst viable woolly mammoth embryo announcement (Asian elephant surrogate)How: Colossal Biosciences publicly announces successful creation of a viable woolly-mammoth-genome embryo via CRISPR-edited Asian elephant cells, OR successful uterine implantation/early gestation in surrogate.Source: Anticipated — Colossal press releases, peer-reviewed publicationsconf 55%Notes: Direct precondition cited in deadline description: 'First viable mammoth embryo announcement.'
- 2028-01-01 → 2031-12-31pendingFirst live-born woolly mammoth calf (or formal program failure announcement)How: Colossal Biosciences publicly announces the live birth of a first viable woolly mammoth calf, OR formally announces an extended timeline / program failure / pivot away from the 2028 target.Source: Anticipated — Colossal press releases, scientific journalsconf 40%Notes: Cascade — the binary outcome that resolves the prediction. Lamm's '~2031' implies 3-year slippage from 2028 target.
- 2031-02-03pendingQ1 window check-in (25%)
- 2031-03-08pendingQ2 window check-in (50%)
- 2031-04-10pendingQ3 window check-in (75%)
No downstream cascades — this prediction is a leaf in the dependency graph.
What if this resolves?
Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"
Evidence chain
Raw metadata
{
"trf": 1,
"kappa": 0.6875,
"base_rate": null,
"predictor": "Ben Lamm",
"total_llr": -0.8109302162163288,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.20067069546215124,
"bayes_factor": "1.7:1 against",
"blend_reason": "no reference_class linked",
"inside_prior": 0.45,
"kappa_source": "predictor_table",
"n_milestones": 2,
"blend_applied": false,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.653125,
"label": "Colossal Biosciences raises $200M Series C with 2028 mammoth-calf target",
"weight": 0.4,
"strength": "weak",
"confidence": 0.95,
"source_url": "https://www.jpost.com/science/science-around-the-world/article-838315",
"adjusted_llr": -0.26481939873314486,
"expected_date": "2025-01-31",
"measurement_criterion": "Colossal Biosciences publicly announces $200M funding round with explicit timeline to deliver first woolly mammoth calves by 2028; valuation reaches multi-billion levels; CRISPR-edited Asian elephant DNA pipeline disclosed."
},
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.653125,
"label": "Colossal demonstrates gene-edited 'woolly mice' as proof-of-concept (Mar 2025)",
"weight": 0.4,
"strength": "weak",
"confidence": 0.95,
"source_url": "https://www.technologyreview.com/2025/03/04/1112796/gene-edited-woolly-mice-step-towards-woolly-mammoths/",
"adjusted_llr": -0.26481939873314486,
"expected_date": "2025-03-04",
"measurement_criterion": "Colossal Biosciences publishes peer-reviewed or pre-print demonstration of gene-edited 'woolly mice' carrying mammoth-relevant cold-tolerance genes, validated as a step toward woolly mammoth de-extinction."
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "prior_prob",
"inside_weight": 0.3,
"outside_weight": 0.7,
"posterior_prob": 0.3251268149995513,
"posterior_logit": -0.7303094929284409,
"predictor_brier": 0.00427,
"inside_posterior": 0.3251268149995513,
"blended_posterior": 0.3251268149995513,
"reference_class_id": null,
"total_adjusted_llr": -0.5296387974662897,
"predictor_n_resolved": 3
}Network propagation neighbors
No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.
Ticker exposure
Beneficiaries (12)
Prerequisites (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No prerequisites | ||||
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | partial | thesis_timeline_v1.0_import | Colossal dire wolf resurrection announced April 2025; mammoth elephant-stem-cell progress; Form Bio AI-genomics platform operational. ~2031 mammoth aggressive but tractable. |
Linked documents (10)
Raw metadata
{
"nia": false,
"qty": "mammoth + Tasmanian tiger",
"mode": "FORECAST",
"role": "Cited-CEO",
"context": "Sharpens 245_007 (Colossal mammoth), 245_032 (Tasmanian tiger perception), AUT_006 (2027 Dubai BioVault). Specific ~2031 timeline + Form Bio platform + AI-ancient-DNA-reconstruction framing.",
"to_year": 2031,
"conv_cues": "CEO FIRST_PERSON; specific year target; specific platform",
"direction": "HAPPEN",
"from_year": 2031,
"timeframe": "by ~2031",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Colossal Biosciences raises $200M Series C with 2028 mammoth-calf target",
"notes": "HIT — funding commitment with specific 2028 mammoth-calf timeline. Earlier than Lamm's '~2031' decade-end framing.",
"source": "Jerusalem Post — Colossal Biosciences Secures $200M to bring back Woolly Mammoths by 2028",
"status": "overdue",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.jpost.com/science/science-around-the-world/article-838315",
"expected_date": "2025-01-31",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Colossal Biosciences publicly announces $200M funding round with explicit timeline to deliver first woolly mammoth calves by 2028; valuation reaches multi-billion levels; CRISPR-edited Asian elephant DNA pipeline disclosed."
},
{
"kind": "llm_pre_event",
"label": "Colossal demonstrates gene-edited 'woolly mice' as proof-of-concept (Mar 2025)",
"notes": "HIT — the first lab-demonstrable proof-of-concept that AI-driven CRISPR pipelines work on mammoth genes.",
"source": "MIT Technology Review — De-extinction scientists say these gene-edited 'woolly mice' are a step towards woolly mammoths",
"status": "overdue",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.technologyreview.com/2025/03/04/1112796/gene-edited-woolly-mice-step-towards-woolly-mammoths/",
"expected_date": "2025-03-04",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Colossal Biosciences publishes peer-reviewed or pre-print demonstration of gene-edited 'woolly mice' carrying mammoth-relevant cold-tolerance genes, validated as a step toward woolly mammoth de-extinction."
},
{
"kind": "llm_pre_event",
"label": "Form Bio platform expands to handle Tasmanian tiger and dodo de-extinction pipelines",
"notes": "Multi-species pipeline validates the 'biology shifts from descriptive to generative engineering' framing.",
"source": "Nature — De-extinction: digital lab tech supports a mammoth project",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.65,
"source_url": "https://www.nature.com/articles/d42473-022-00432-3",
"expected_date": "2026-09-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-12-31",
"from": "2025-06-01"
},
"measurement_criterion": "Form Bio (Colossal's spin-off) publicly announces expanded use of its computational biology platform for Tasmanian tiger AND dodo de-extinction pipelines, with at least one peer-reviewed paper showing AI inference of missing ancient DNA sequences."
},
{
"kind": "llm_pre_event",
"label": "First viable woolly mammoth embryo announcement (Asian elephant surrogate)",
"notes": "Direct precondition cited in deadline description: 'First viable mammoth embryo announcement.'",
"source": "Anticipated — Colossal press releases, peer-reviewed publications",
"status": "pend
... (truncated)