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245_023predictionBiotech/Longevity$100T

Colossal considers de-extinction and species preservation a $10 trillion opportunity

Predictor: Ben Lamm · ep#245 "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)" · source

Prior probability
50.0%
Current probability
42.5%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
— – —
Edges in / out
5 / 0
Tickers exposed
29

Prediction text

Colossal considers de-extinction and species preservation a $10 trillion opportunity | we're opportunists and we're capitalists but at the same time we think these tech these some of these problems are very hard um and we want dedicated teams on them right and so the extinction species preservation we think it's a you know $10 trillion opportunity

Verbatim quote

From episode "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)"
we're opportunists and we're capitalists but at the same time we think these tech these some of these problems are very hard um and we want dedicated teams on them right and so the extinction species preservation we think it's a you know $10 trillion opportunity

Predictor: Ben Lamm

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0043
excellent
Hits / Misses
2 / 0
of 3 resolved
Hit rate
66.7%
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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

3 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 42.5%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 1 fired ✓ · 3 pending
  1. 2025-01-15hitColossal Series C closes $200M-$320M at $10.2-10.32B valuation
    How: Colossal raises $200M-$320M Series C at $10.2-10.32B valuation, becoming Texas's first decacorn
    Source: https://techcrunch.com/2025/01/15/colossal-biosciences-raises-200m-at-10-2b-valuation-to-bring-back-woolly-mammoths/conf 99%
    Notes: HIT — pre-revenue $10.32B valuation only ~0.1% of $10T TAM claim. Testing scale-of-claim.
  2. 2026-05-01 → 2028-12-31pendingColossal artificial-womb spinout raises ≥$100M
    How: Colossal's stated artificial-womb spinout raises ≥$100M in dedicated funding round
    Source: Colossal press, PitchBook private-company trackerconf 50%
  3. 2026-05-01 → 2030-12-31pendingBiodiversity-credit market exceeds $1B annual issuance globally
    How: Cumulative biodiversity-credit issuance (NatureFinance, World Bank biodiversity-credit tracker) exceeds $1B annual run-rate
    Source: NatureFinance, World Bank biodiversity-credit reports, BCG nature-financeconf 50%
    Notes: Market currently <$100M. Reaching $1B is needed for $10T-TAM thesis to be plausible.
  4. 2028-01-01 → 2029-12-31pendingFirst mammoth calf successfully born
    How: Colossal announces first live-birth woolly mammoth calf, validating de-extinction technical thesis
    Source: Colossal press, peer-reviewed publicationconf 40%
    Notes: Stated target late-2028. Cascade event — would re-rate Colossal's TAM credibility upward.

No downstream cascades — this prediction is a leaf in the dependency graph.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 43%)

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

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-03T02:00:01Z42.5%-1.1pp
Network propagation: 43.7% → 42.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z43.7%-2.1pp
Network propagation: 45.8% → 43.7%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z45.8%-4.2pp
Network propagation: 50.0% → 45.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.500-0.060
killerTK12
Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Revers
8.0%0.0500.500+0.039
killerTK04
Macro Recession 2026-27 (Structural Deleveraging)
25.0%0.0500.500-0.038
killerTK10
$100T Sovereign Debt Crisis
12.0%0.0500.500+0.021
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.500-0.015

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

29 ticker(s) linked

Beneficiaries (23)

SOUNCRCLIRBTRIOTMARASYMFANUYNVDABBAIGTLBAIABBNYAMZNCOINGOOGLHOODIBMMETAMSFTORCLSHOPTSLAXYZ

Adverse (5)

HYGEMBMUBTLTLQD

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK10$100T Sovereign Debt Crisis
killerTK12Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$10 trillion",
  "url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "the extinction species preservation we think it's a you know $10 trillion opportunity but we think it's also one of the most important things to focus on",
  "verbatim": "we're opportunists and we're capitalists but at the same time we think these tech these some of these problems are very hard um and we want dedicated teams on them right and so the extinction species preservation we think it's a you know $10 trillion opportunity",
  "conv_cues": "$10 trillion opportunity",
  "direction": "NUMERIC_TARGET",
  "timeframe": "Future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Colossal Series C closes $200M-$320M at $10.2-10.32B valuation",
      "notes": "HIT — pre-revenue $10.32B valuation only ~0.1% of $10T TAM claim. Testing scale-of-claim.",
      "source": "https://techcrunch.com/2025/01/15/colossal-biosciences-raises-200m-at-10-2b-valuation-to-bring-back-woolly-mammoths/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://techcrunch.com/2025/01/15/colossal-biosciences-raises-200m-at-10-2b-valuation-to-bring-back-woolly-mammoths/",
      "expected_date": "2025-01-31",
      "observed_date": "2025-01-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Colossal raises $200M-$320M Series C at $10.2-10.32B valuation, becoming Texas's first decacorn"
    },
    {
      "kind": "llm_pre_event",
      "label": "Colossal artificial-womb spinout raises ≥$100M",
      "source": "Colossal press, PitchBook private-company tracker",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.5,
      "expected_date": "2027-08-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Colossal's stated artificial-womb spinout raises ≥$100M in dedicated funding round"
    },
    {
      "kind": "llm_pre_event",
      "label": "Biodiversity-credit market exceeds $1B annual issuance globally",
      "notes": "Market currently <$100M. Reaching $1B is needed for $10T-TAM thesis to be plausible.",
      "source": "NatureFinance, World Bank biodiversity-credit reports, BCG nature-finance",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.5,
      "expected_date": "2028-08-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Cumulative biodiversity-credit issuance (NatureFinance, World Bank biodiversity-credit tracker) exceeds $1B annual run-rate"
    },
    {
      "kind": "llm_post_event",
      "label": "First mammoth calf successfully born",
      "notes": "Stated target late-2028. Cascade event — would re-rate Colossal's TAM credibility upward.",
      "source": "Colossal press, peer-reviewed publication",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2028-12-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-12-31",
        "from": "2028-01-01"
      },
      "measurement_criterion": "Colossal announces first live-birth woolly mammoth calf, validating de-extinction technical thesis"
    }
  ],
  "repeat_eps": 1,
  "sub_domain": "Longevity",
  "untimeable": true,
  "affiliation": "Colossal Biosciences",
  "attribution": "FIRST_PERSON",
  "episode_num": 245,
  "granularity": "VAGUE",
  "episode_date": "2026-04-07",
  "parse_method": "UNMAPPABLE",
  "domain_bucket": "Biotech",
  "episode_title": "AI + Synthetic Biology: The Most T
... (truncated)