Breaking's enzymes will treat a wider breadth of plastics and degrade them faster per surface area
Predictor: Ben Lamm · ep#245 "AI + Synthetic Biology: The Most Transformative Technology in Human History | Ben Lamm (Colossal)" · source
Prediction text
Breaking's enzymes will treat a wider breadth of plastics and degrade them faster per surface area | we were able to use directed evolution and supercharge it using our pipeline uh and some of our editing tools so that not only does it have a larger breath of plastics it can break down but uh it also breaks them down at a much faster rate per surface area.
Verbatim quote
we were able to use directed evolution and supercharge it using our pipeline uh and some of our editing tools so that not only does it have a larger breath of plastics it can break down but uh it also breaks them down at a much faster rate per surface area.
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
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Probability over time
Milestone chain
- 2026-06-01 → 2027-06-30pendingBreaking publishes peer-reviewed multi-plastic enzyme efficacy dataHow: Breaking Inc publishes peer-reviewed paper (Nature, Science, PNAS, or comparable) demonstrating engineered enzymes degrading ≥3 plastic types (PE, PP, PS, etc. beyond PET) at faster rate per surface area than baseline X-32Source: Wyss Institute Harvard, Breaking Inc press releasesconf 55%Notes: Direct claim test — broader plastic types AND faster rate are both required.
- 2026-12-30pendingQ1 window check-in (25%)
- 2026-12-31pendingCarbios Longlaville facility online (50K t/yr PET)How: Carbios begins production at Longlaville, France facility processing 50,000 metric tons/yr of PET via enzymesSource: Carbios press, Plastics Engineering — Longlaville expected online 2026conf 70%Notes: Industry context — Carbios is competitor; if their PET-only plant succeeds, multi-plastic Breaking offering becomes more compelling.
- 2026-09-01 → 2027-12-31pendingBreaking secures Series A funding ≥$50MHow: Breaking Inc closes Series A funding round of ≥$50M for commercial scale-upSource: Crunchbase, TechCrunch, Wyss Institute announcementsconf 60%Notes: Indicator of commercial validation. $10.5M seed round closed at stealth exit.
- 2027-09-01pendingQ2 window check-in (50%)
- 2027-06-01 → 2028-12-31pendingBreaking demonstrates pilot-scale facility for ≥1 non-PET plasticHow: Breaking opens pilot/commercial facility processing polyethylene, polypropylene, or polystyrene (NOT just PET) at ≥100 tons/yrSource: Breaking press, industry trade pressconf 40%Notes: Beyond PET = differentiator vs Carbios.
- 2028-05-03pendingQ3 window check-in (75%)
- 2027-06-01 → 2029-12-31pendingIndependent benchmark confirms Breaking enzymes outperform PETase variants on rate/areaHow: Independent academic study (e.g. University of Portsmouth, Nature) benchmarks Breaking's engineered enzymes vs FAST-PETase / hot-PETase showing ≥2x rate per surface area on equivalent substrateSource: Nature, Communications Materials, peer-reviewed comparisonsconf 35%Notes: Cascade — independent confirmation of Lamm's 'much faster rate per surface area' claim.
No downstream cascades — this prediction is a leaf in the dependency graph.
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Evidence chain
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Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (3)
Dependents (0)
| Type | Pred | Title | Domain | Lag |
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Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=Goa6c6Qz__I",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "we were able to use directed evolution and supercharge it using our pipeline... it also breaks them down at a much faster rate per surface area.",
"verbatim": "we were able to use directed evolution and supercharge it using our pipeline uh and some of our editing tools so that not only does it have a larger breath of plastics it can break down but uh it also breaks them down at a much faster rate per surface area.",
"conv_cues": "we were able to",
"direction": "UP",
"timeframe": "Current and future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Breaking publishes peer-reviewed multi-plastic enzyme efficacy data",
"notes": "Direct claim test — broader plastic types AND faster rate are both required.",
"source": "Wyss Institute Harvard, Breaking Inc press releases",
"status": "pending",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.55,
"source_url": "https://wyss.harvard.edu/news/plastic-degradation-company-breaking-emerges-from-stealth-with-naturally-derived-solution-to-degrade-multiple-plastics-with-10-5m-in-seed-funding/",
"expected_date": "2026-12-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-06-30",
"from": "2026-06-01"
},
"measurement_criterion": "Breaking Inc publishes peer-reviewed paper (Nature, Science, PNAS, or comparable) demonstrating engineered enzymes degrading ≥3 plastic types (PE, PP, PS, etc. beyond PET) at faster rate per surface area than baseline X-32"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
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"ordinal": -7,
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"expected_date": "2026-12-30",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Carbios Longlaville facility online (50K t/yr PET)",
"notes": "Industry context — Carbios is competitor; if their PET-only plant succeeds, multi-plastic Breaking offering becomes more compelling.",
"source": "Carbios press, Plastics Engineering — Longlaville expected online 2026",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.7,
"source_url": "https://www.plasticsengineering.org/2025/05/enzymatic-polymer-degradation-how-does-it-work-008609/",
"expected_date": "2026-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Carbios begins production at Longlaville, France facility processing 50,000 metric tons/yr of PET via enzymes"
},
{
"kind": "llm_pre_event",
"label": "Breaking secures Series A funding ≥$50M",
"notes": "Indicator of commercial validation. $10.5M seed round closed at stealth exit.",
"source": "Crunchbase, TechCrunch, Wyss Institute announcements",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.6,
"expected_date": "2027-05-02",
"research_origin": "training",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-09-01"
},
"measurement_criterion": "Breaking Inc closes Series A funding round of ≥$50M for commercial scale-up"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2027-09-01",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Breaking demonstrates pilot-scale facility for ≥1 non-PET plastic",
"notes": "Beyond PET = differentiator vs Carbios.",
"source": "Breaking press, industry trade press",
"status": "pending",
"
... (truncated)