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245_016predictionBiotech/Longevityautonomous

Kitrid disease is the leading extinction driver in frogs/amphibians and can be solved with genetic engineering

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
47.0%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2030-12-31
Edges in / out
2 / 0
Tickers exposed
31

Prediction text

Kitrid disease is the leading extinction driver in frogs/amphibians and can be solved with genetic engineering | It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering

Verbatim quote

From episode "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)"
It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering

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 = 47.0%

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: 7 pending
  1. 2027-03-07pendingQ1 window check-in (25%)
  2. 2026-06-01 → 2028-12-31pendingFirst successful CRISPR-engineered chytrid-resistant frog line published in peer-reviewed journal
    How: Nature/Science/PNAS or Cell paper documents heritable Bd-resistance gene insertion in any amphibian species via CRISPR-Cas9, e.g., from JCU Queensland or Colossal Foundation programs
    Source: https://www.amphibians.org/news/chytrid-fighting-genes-to-save-species-on-the-brink/conf 60%
  3. 2028-01-12pendingQ2 window check-in (50%)
  4. 2027-01-01 → 2029-06-30pendingColossal Foundation or partner publishes Bd-resistance gene multiplex editing protocol in great spotted tree frog or corroboree frog
    How: Colossal Biosciences/Foundation press release or peer-reviewed publication describes multiplex CRISPR transgene producing chytrid-specific antibodies in named critically endangered species
    Source: https://colossalfoundation.org/project/saving-amphibians-from-chytrid-fungus/conf 55%
  5. 2028-11-18pendingQ3 window check-in (75%)
  6. 2028-01-01 → 2030-06-30pendingFirst field release of gene-edited chytrid-resistant amphibian population approved by national wildlife regulator
    How: Australian DCCEEW, US FWS, or equivalent national authority issues permit for controlled release of CRISPR-edited frogs into native range
    Source: https://pmc.ncbi.nlm.nih.gov/articles/PMC12881173/conf 40%
  7. 2028-06-01 → 2030-12-31pendingIUCN Red List downlists at least one chytrid-affected species citing genetic-rescue intervention
    How: IUCN Red List update notes a previously Critically Endangered amphibian species improves status with explicit reference to gene-editing/genetic rescue program
    Source: https://www.iucnredlist.org/conf 30%

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: 47%)

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
LBP2026-04-30T16:39:51Z47.0%-1.0pp
Network propagation: 48.0% → 47.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z48.0%-2.0pp
Network propagation: 50.0% → 48.0%
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
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.500-0.015
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.500-0.006

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (2)

Predictions that must hit first
TypePredTitleDomainLag
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.562manifoldLast confirmed case of the Andes virus (hantavirus) linked to MV Hondius outbreakmentionspending2026-05-12

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
  "mode": "PREDICTION",
  "role": "Guest-CEO",
  "context": "It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering, right? And so for us, uh you know, and not only can we solve the current problem, but we can also create kit frogs and salamanders and others in in and that are kitrred resistance",
  "verbatim": "It's the leading extinction driver right now on the planet in frogs and and and amphibians... it's something that we can solve with genetic engineering",
  "conv_cues": "can solve; we can also create",
  "direction": "HAPPEN",
  "timeframe": "Future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -7,
      "source_id": null,
      "expected_date": "2027-03-07",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First successful CRISPR-engineered chytrid-resistant frog line published in peer-reviewed journal",
      "source": "https://www.amphibians.org/news/chytrid-fighting-genes-to-save-species-on-the-brink/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.6,
      "expected_date": "2027-09-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Nature/Science/PNAS or Cell paper documents heritable Bd-resistance gene insertion in any amphibian species via CRISPR-Cas9, e.g., from JCU Queensland or Colossal Foundation programs"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2028-01-12",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Colossal Foundation or partner publishes Bd-resistance gene multiplex editing protocol in great spotted tree frog or corroboree frog",
      "source": "https://colossalfoundation.org/project/saving-amphibians-from-chytrid-fungus/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2028-03-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2029-06-30",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Colossal Biosciences/Foundation press release or peer-reviewed publication describes multiplex CRISPR transgene producing chytrid-specific antibodies in named critically endangered species"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2028-11-18",
      "observed_date": null
    },
    {
      "kind": "llm_post_event",
      "label": "First field release of gene-edited chytrid-resistant amphibian population approved by national wildlife regulator",
      "source": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12881173/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2029-03-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-06-30",
        "from": "2028-01-01"
      },
      "measurement_criterion": "Australian DCCEEW, US FWS, or equivalent national authority issues permit for controlled release of CRISPR-edited frogs into native range"
    },
    {
      "kind": "llm_post_event",
      "label": "IUCN Red List downlists at least one chytrid-affected species citing genetic-rescue intervention",
      "source": "https://w
... (truncated)