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245_036predictionBiotech/Longevitysynbio

Colossal will continue seeding and spinning out new companies from scientific discoveries

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
45.0%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2028-12-31
Edges in / out
1 / 0
Tickers exposed
24

Prediction text

Colossal will continue seeding and spinning out new companies from scientific discoveries | if we say oh we get a great discovery on plastics and we could spend some resources on it then we we invent that here and then we spin it out and we put incredible women and men to then go work on that

Verbatim quote

From episode "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)"
if we say oh we get a great discovery on plastics and we could spend some resources on it then we we invent that here and then we spin it out and we put incredible women and men to then go work on that

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

2 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 45.0%

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 ✓ · 6 pending
  1. 2026-04-30hitAstromech spinout reaches unicorn status (>$2B)
    How: Colossal-spawned Astromech (AI biology predictive platform) closes funding round at >=$2B valuation
    Source: https://www.inc.com/connormccrory/how-one-startup-turned-extinction-into-a-multi-billion-dollar-science-movement/91337595conf 97%
    Notes: HIT — Astromech reached unicorn status valued >$2B after 9 months. Third Colossal spinout after Breaking and Form Bio.
  2. 2026-10-29pendingQ1 window check-in (25%)
  3. 2026-06-01 → 2027-12-31pendingColossal artificial-womb spinout announced
    How: Colossal Biosciences publicly announces standalone spinout of artificial-womb technology with named CEO and seed funding
    Source: https://research.contrary.com/company/colossal-biosciencesconf 70%
    Notes: Colossal stated plans to spin off 3 businesses over next 2 years; artificial womb explicitly named.
  4. 2027-04-30pendingQ2 window check-in (50%)
  5. 2026-06-01 → 2028-12-31pendingBreaking Inc. (plastics microbe spinout) reaches commercial deployment
    How: Breaking Inc. announces first commercial customer or pilot deployment of X-32 polyolefin-degrading microbe
    Source: https://research.contrary.com/company/colossal-biosciencesconf 50%
  6. 2027-10-29pendingQ3 window check-in (75%)
  7. 2027-01-01 → 2028-12-31pendingColossal announces 5th technology spinout
    How: Colossal launches 5th distinct spinout company beyond Breaking, Form Bio, Astromech, and artificial womb
    Source: https://www.inc.com/connormccrory/how-one-startup-turned-extinction-into-a-multi-billion-dollar-science-movement/91337595conf 60%

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: 45%)

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
LBP2026-04-30T16:39:51Z45.0%-1.7pp
Network propagation: 46.7% → 45.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z46.7%-3.3pp
Network propagation: 50.0% → 46.7%
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
killerTK13
Biotech/Synbio Safety Event
15.0%0.0500.500-0.018

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

24 ticker(s) linked

Beneficiaries (19)

ABCLNTLASDGRPACBRXRXRLAYDNATXGTWSTABSICRSPILMNMDTABTAZNBNTXGEHCGOOGLSMMNY

Adverse (4)

NVOFMSDVAPFE

Prerequisites (1)

Predictions that must hit first
TypePredTitleDomainLag
killerTK13Biotech/Synbio Safety Event

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
  "mode": "THESIS",
  "role": "Guest-CEO",
  "context": "we invent that here and then we spin it out and we put incredible women and men to then go work on that, right? And and we bring in the right capital and attention to it.",
  "verbatim": "if we say oh we get a great discovery on plastics and we could spend some resources on it then we we invent that here and then we spin it out and we put incredible women and men to then go work on that",
  "conv_cues": "we invent; we spin it out",
  "direction": "HAPPEN",
  "timeframe": "Ongoing/future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Astromech spinout reaches unicorn status (>$2B)",
      "notes": "HIT — Astromech reached unicorn status valued >$2B after 9 months. Third Colossal spinout after Breaking and Form Bio.",
      "source": "https://www.inc.com/connormccrory/how-one-startup-turned-extinction-into-a-multi-billion-dollar-science-movement/91337595",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.97,
      "source_url": "https://www.inc.com/connormccrory/how-one-startup-turned-extinction-into-a-multi-billion-dollar-science-movement/91337595",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Colossal-spawned Astromech (AI biology predictive platform) closes funding round at >=$2B valuation"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2026-10-29",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Colossal artificial-womb spinout announced",
      "notes": "Colossal stated plans to spin off 3 businesses over next 2 years; artificial womb explicitly named.",
      "source": "https://research.contrary.com/company/colossal-biosciences",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://research.contrary.com/company/colossal-biosciences",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Colossal Biosciences publicly announces standalone spinout of artificial-womb technology with named CEO and seed funding"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-04-30",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Breaking Inc. (plastics microbe spinout) reaches commercial deployment",
      "source": "https://research.contrary.com/company/colossal-biosciences",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://research.contrary.com/company/colossal-biosciences",
      "expected_date": "2027-09-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Breaking Inc. announces first commercial customer or pilot deployment of X-32 polyolefin-degrading microbe"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2027-10-29",
      "observed_date": null
    },
    {
      "kind": "llm_post_event",
      "label": "Colossal announces 5th technology spinout",
      "source": "h
... (truncated)