← Cockpit
235_038predictionBiotech/LongevityAI-timing

David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.

Predictor: Peter Diamandis · ep#235 "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235" · source

Prior probability
92.0%
Current probability
74.0%
evolves via intake + LBP
Conviction
5/5
Signal quality
B
Resolution
hit
Window
2026-03-01 – 2026-03-31
Edges in / out
8 / 150
Tickers exposed
33

Prediction text

David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. | don't forget this is the month, March is the month that, uh, David Sinclair begins his, uh, partial epigenetic reprogramming trials, uh, with life biosciences. | Trial data readouts 2026-2027

Key catalyst: Trial data readouts 2026-2027

Watch events: Life Biosciences ER-100 Phase 1 first readout (likely late 2026/early 2027)

Verbatim quote

From episode "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235"
don't forget this is the month, March is the month that, uh, David Sinclair begins his, uh, partial epigenetic reprogramming trials, uh, with life biosciences.

Resolution evidence

Status: hit

Life Biosciences ER-100 FDA cleared Jan 30 2026; first patient enrollment opening spring 2026. Peter's 'this month March' call was ~6 weeks late; trial is open Q1-Q2 2026.

Predictor: Peter Diamandis

κ + Brier as of 2026-05-22
κ (discount)
0.875
Brier
0.0367
excellent
Hits / Misses
10 / 0
of 15 resolved
Hit rate
66.7%
Calibration plot (stated vs observed)

Evidence about this node from Peter Diamandis 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

6 prob_history rows
0%25%50%75%100%prior 92%2026-04-292026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 74.0%

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.
No leading signals identified yet.

No upstream prereqs identified — milestones are derived from window quartiles only.

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: 74%)

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
LBP2026-05-17T02:00:01Z74.0%-1.3pp
Network propagation: 75.4% → 74.0%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z75.4%-2.2pp
Network propagation: 77.6% → 75.4%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z77.6%-3.5pp
Network propagation: 81.1% → 77.6%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z81.1%-4.7pp
Network propagation: 85.7% → 81.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z85.7%-6.3pp
Network propagation: 92.0% → 85.7%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
resolution_terminal2026-04-29T22:23:17Z100.0%+18.9pp
resolution_terminal hit outcome=1.0 pre_resolution=0.811
Raw metadata
{
  "source": "backfill_resolution_history.py",
  "status": "hit",
  "bayesian_v2": false,
  "outcome_prob": 1,
  "evidence_kind": "resolution_terminal",
  "posterior_prob": 1,
  "delta_to_outcome": 0.18928,
  "inside_posterior": 0.81072,
  "validation_notes": "Life Biosciences ER-100 FDA cleared Jan 30 2026; first patient enrollment opening spring 2026. Peter's 'this month March' call was ~6 weeks late; trial is open Q1-Q2 2026.",
  "validation_status": "hit",
  "pre_resolution_prob": 0.81072,
  "resolution_evidence": "Life Biosciences ER-100 FDA cleared Jan 30 2026; first patient enrollment opening spring 2026. Peter's 'this month March' call was ~6 weeks late; trial is open Q1-Q2 2026.",
  "does_not_update_current_prob": true
}

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
prereq231_018
Blitz will switch to next generation model in late March 202Dave Blundin
29.8%0.9200.050-0.437
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.920+0.093
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.9200.050-0.057
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.920+0.049
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.9200.050-0.044

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq232_055
We're exiting the industrial age permanently as recursive sePeter Diamandis
35.5%0.7000.050+0.172
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050+0.171
prereq248_040
Pausing AI will fail and only accelerate race dynamics.Alex Wissner-Gross
53.0%0.9200.050+0.157
prereqSEM_036
World-class AI programmers will appear within 1-2 years (by Eric Schmidt
69.7%0.7200.050-0.156
prereq241_043
ASI will arrive within 2 years to 5 years to this next decadPeter Diamandis
35.9%0.6500.050+0.131

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
prereq231_018Blitz will switch to next generation model in late March 2026.AI
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (150)

Predictions enabled by this
TypePredTitleDomainLag
prereq248_040Pausing AI will fail and only accelerate race dynamics.AI
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereqSEM_036World-class AI programmers will appear within 1-2 years (by 2027-2028).AI/Cognition
prereq232_055We're exiting the industrial age permanently as recursive self-improvement unfolds.AI
prereq231_021Privacy is cooked; every major company will have AI-recording wearables and micro drones gathering data.Consumer
prereq230_011Enterprise software will be dead because AI can just write code (per Dario Amodei).Markets/Stocks
prereq241_044Rate of data center construction will continue accelerating with government supportEnergy
prereq231_011The country that trains its next generation on AI wins the entire talent war.Geopolitics
prereq236_026College bankruptcy rate will skyrocketEducation
prereq241_043ASI will arrive within 2 years to 5 years to this next decadeAI
prereq242_022Personal garages at home will disappearReal Estate
prereq241_018Algorithms becoming more efficient will not reduce power demand - it will increase (Jevons paradox)Energy
prereq240_044College bankruptcy rates in the US are skyrocketingEducation
prereq234_02380% of audit tech team roles at big four firms to disappearLabor/Jobs
prereq240_043CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professionsLabor/Jobs
prereq232_041PhD students in the US should have green cards stapled to their PhD at graduation.Geopolitics
prereq238_055Marginal cost of production will approach zero for most goods (molecular manufacturing + 3D printing)Macro/Economy
prereq237_004Mac Mini sales will continue their exponential growth driven by local AI demand.Consumer
prereq233_001Rapid pace of AI will soon require every major company to begin reskilling employees.Labor/Jobs
prereq233_002Colleges will continue going bankrupt as perceived importance declines and tuition costs escalate.Education
prereq236_048Dropping birth rate not just China but Japan all-time low, South Korea, much of worldMacro/Economy
prereq236_047New emotional pandemic of fear and anger comingMacro/Economy
prereq233_017Reskilling using AI technology will be fundamentally critical for workforce.Labor/Jobs
prereq241_059Government will continue unleashing capital to solve AI power problemsEnergy
prereq242_057Artemis 2 launches April 1, 2026 - circumlunar missionSpace
prereq241_063America needs to win AI race with smart immigration policyGeopolitics
prereq230_044Unrest/civil unrest will materialize; tech AI leaders will face security threats and death threats.Geopolitics
prereq232_006YouTube will win from AI video content proliferation as everyone produces resonant content.Media/Ads
prereq232_026World will split into consumers and creators (couch potatoes vs Star Trek employees).Labor/Jobs
prereq235_012Large companies cannot pivot rapidly enough; zero ability to change.Markets/Stocks
prereq235_036AI-generated images will eliminate commercial photography, illustrators and stock image platforms.Media/Ads
prereqSEM_037For any job you can do on the other side of a screen, AI will probably be able to do it better, faster, and cheaper by next year (2026-2027).Labor/Jobs
prereq236_006AI entrepreneurs will get phenomenally wealthy and give most awayMacro/Economy
prereq236_012An independent candidate will get outsized support in 2028 despite attacksGeopolitics
prereq236_016College premium is quickly evaporatingEducation
prereq236_024Commercial real estate will come under tremendous pressureReal Estate
prereq236_027Debt delinquency and mortgage delinquency rates rising; financial distress ratcheting upMacro/Economy
prereq236_028AI chatbot/AI romance trend growing unfortunatelyConsumer
prereq236_031Wealth concentration will pick up as firms have fewer workersMacro/Economy
prereq236_035Significant proportion of Americans will serve the top 20% as nannies/assistantsLabor/Jobs
prereq236_046Social unrest unfortunately much closer than we'd like to thinkMacro/Economy
prereq238_048US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)Geopolitics
prereq238_054Post-capitalist society: compute, energy, raw materials will be the scarce resources (money less valuable)Macro/Economy
prereq241_009Top programmers will become MORE valuable, not less, due to AILabor/Jobs
prereq241_010Industry will consolidate into small number of very large companies and very large number of very small companiesMacro/Economy
prereq241_0201 GW of power = ~$50 billion in hardware/software/data centersEnergy
prereq241_02310% of US electricity will be used by data centersEnergy
prereq241_038Chinese AI strategy is edge computing focused vs US AGI/ASI centeredAI
prereq241_048AI/LLM will be the expression platform for student art, music, writingEducation
prereq243_029Drone delivery will enable food delivery in 10-15 minutes in suburban marketsConsumer
prereq243_040Suburban markets will be a new growth opportunity via drone deliveryConsumer
prereq243_042Within-hour delivery of anything to home is focus going forwardConsumer
prereq243_046When Uber opens in a market, drunk driving incidents go down significantlyConsumer
prereq244_021AI press will continue to dramatize machines replacing humansMedia/Ads
prereq244_022Automation will typically augment work rather than replace itLabor/Jobs
prereq244_033Uber will take big bets on adjacent fields, some will failMarkets/Stocks
prereq244_037Uber will automate 20-30% of tasks, not 100%, leaving plenty of workLabor/Jobs
prereq246_045Post-capitalist society with zero marginal cost approaching.Macro/Economy
prereq247_059African nations will be impacted least by AI transitionLabor/Jobs
prereq236_044Universities turning into incubators/venture studios is the only way they surviveEducation
prereq238_052$100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk)Markets/Stocks
prereq238_053Innovation is no longer capital constrained — permissionless disruptive innovation is now the normMacro/Economy
prereq235_011PE fund will emerge shortly to buy medium/big companies and install AI digital twin infrastructure.Markets/Stocks
prereq232_047Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.Space
prereq247_022Companies will run with 20-25% of previous workforce, spawn 4-5x more companiesLabor/Jobs
prereqCMQ_002By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention.AI
prereq244_024Hopes society will adjust as work is augmented and new work shows upLabor/Jobs
prereq247_049Solar PV capped materially less than 100% efficiency by physicsEnergy
prereq244_007Vertiports will target airports and city centers as high-traffic locationsReal Estate
prereq244_012Uber will monetize its Didi stake at some pointMarkets/Stocks
prereqCMQ_008Rapid agentic automation of white-collar work could precipitate an employment crisis requiring entirely new tax structures to manage displacement.Labor/Jobs
prereq239_008Moon base will exist in 10 yearsSpace
prereq239_009People will be on Mars within 10 yearsSpace
prereq239_015Tesla output per employee will become very very highLabor/Jobs
prereq239_016Tesla will not do layoffs and will increase headcountLabor/Jobs
prereq239_018Universal High Income will be implementedMacro/Economy
prereq239_019Deflation will occur as goods/services output exceeds money supply growthMacro/Economy
prereq239_023AI and robotics are the only way to solve US budget deficit and avoid bankruptcyMacro/Economy
prereq236_050Poverty level around $25K per person going forwardMacro/Economy
prereq236_040CEO will be last to go in AI wave of automationLabor/Jobs
prereq232_025Massive concurrent prosperity and social unrest ahead as AI wealth concentrates.Macro/Economy
prereq232_020Real danger that US slows AI enough to fall behind China, losing control over societal outcomes.Geopolitics
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI
prereq241_025Elon Musk predicts launch per hour cadence to populate satellite constellationsSpace
prereq241_057Elon Musk believes robot building robot is imminentRobotics
prereq242_001Elon's Terafab will build 1 terawatt of AI compute per year, 50x current global productionAI
prereq242_029Typical companies will run with 20-25% of current employeesLabor/Jobs
prereq238_046xAI will build every new data center at 1.2 gigawatts scaleEnergy
prereq234_022Consulting firms face the biggest advisory opportunity in the history of mankindLabor/Jobs
prereq234_024Financial systems between AI and blockchain will become self-auditing on a real-time basisLabor/Jobs
prereq239_021Money will stop being relevant at some pointMacro/Economy
prereq231_010China has peaked and is going to be on descent.Geopolitics
prereq239_028Intelligence harnessing up to 1 millionth of sun's energy possibleEnergy
prereq237_023Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time.AI
prereq242_028AI could automate 25% of US work hoursLabor/Jobs
prereq236_032AI has chance of fixing poverty globallyMacro/Economy
prereq245_018Invasive species problem is currently measured at $5.4 trillion globallyMacro/Economy
prereq240_039Any company will be run by 20-25% of current employees post-organizational singularityLabor/Jobs
prereq234_001India will be the next giant on the rise while China is on the declineGeopolitics
prereq232_032Crypto will become pervasive utility for AI; a ledger of truth is also needed.Crypto
prereq238_060Universal basic AI (UBI for AI/compute) will be required — money must come from being human, not banksMacro/Economy
prereq244_025Open question whether society can adjust fast enough to AI/automation paceLabor/Jobs
prereq240_051After first state passes retraining law, all other states will race to fire people firstLabor/Jobs
prereq235_039AI will enter government through procurement, defense, health, infrastructure benefits, overwhelming immune system.Geopolitics
prereq238_063Automating companies with AI leaves ~25% of employees doing oversight; 5x more companies will be created, keeping employment flatLabor/Jobs
prereq235_045Most volume in e-commerce and physical world will eventually be dominated by algorithms (like quantitative trading).Consumer
prereq236_001Universal High Income and social unrest will both happen simultaneouslyMacro/Economy
prereq240_059AI eventually drives costs of goods to just cost of electricity and materialsMacro/Economy
prereq238_066Pete Donovan aspires to build 20,000 distributed 10MW data centers across US high-school-football townsEnergy
prereq245_019US spends over $500B per year on invasive species economic impactMacro/Economy
prereq245_038People buying clones of their dogs is a profitable ongoing consumer business (will persist)Consumer
prereq248_034Capital chasing AI stories is outpacing operating reality; narrative leverage warning.Markets/Stocks
prereq238_042Iris scanning will improve to a 3-meter (and longer) range at retail storesConsumer
prereq248_022Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings.Markets/Stocks
prereq239_004xAI/Grok will catch up and exceed competitors on coding by mid-2026AI
prereq237_005Apple can flip being viewed as AI loser and win the AI consumer race by leveraging Mac devices for local AI.Markets/Stocks
prereq242_034AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x)Markets/Stocks
prereq239_010Mass driver on the moon within 10 yearsSpace
prereq230_026The QWERTY keyboard will persist until the heat death of the universe.Consumer
prereq237_014Accountants face ~80% automation; friend says he could fire 80% of his accountants using OpenClaw.Labor/Jobs
prereq241_042Post-tragedy, global leaders (US, China) will convene on AI governanceGeopolitics
prereq232_005Big enterprises will not reach total AI efficiency very fast.Labor/Jobs
prereq236_039Data centers/hyperscalers will subsidize electricity/services for consumersEnergy
prereq236_043Universities will become largest incubators on the planetEducation
prereq233_011Government ministries of education globally will wait and see until dramatically more proof exists before adoption.Education
prereq233_003Any student is capable of reaching 99th percentile in reading, writing, math, and science with mastery-based tutoring.Education
prereq248_047Memory companies' stock prices will continue increasing despite algorithmic efficiency gains.Markets/Stocks
prereq238_069The path to the abundant end-state will include diverse mutually-exclusive nation-state/business pathsGeopolitics
prereq240_017Optimization may eliminate need to tile the world with data centers or massive energy buildoutEnergy
prereq240_030Tesla's independent chip production would derisk potential Chinese invasion of TaiwanGeopolitics
prereq246_018Killer app of compact fusion reactors will be interplanetary/interstellar propulsion, not data centers.Energy
prereq247_005Harvard worth 3-4x more book value if restructured as PBCMarkets/Stocks
prereq247_017Some form of 'capitalism 2.0' or post-scarcity capitalism will emerge eventuallyMacro/Economy
prereq230_039Educational system will have 'AI wilderness camps' where tools are removed; every fourth-grader becomes a Nobel laureate.Education
prereq230_032Near future will see multiple spheres of influence each independently locking itself in (geopolitically).Geopolitics
prereq242_055Activist investing will be disrupted by AI writing open letters to public firmsMarkets/Stocks
prereq234_011Pentagon pressure on frontier labs to shape cultural values will increaseDefense
prereq234_038Real estate is not an asset class impervious to the singularityReal Estate
prereq234_043Harvard or MIT IPO could triple or quadruple their underlying book valueEducation
prereq234_009Pentagon and Anthropic will resolve their standoff amicablyDefense
prereq247_019AI could empower individuals to become micro entrepreneurs without need for new social contractMacro/Economy
prereq233_021AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing.AI
prereq235_043Anthropic may win legal challenge against Dept of War classification.Defense
prereq247_054Real estate will be made post-scarce by AI (land growth via AI)Real Estate
prereq233_018Alpha's private school market is a $50 billion opportunity.Education
prereq233_019Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.Education
prereq238_028Anthropic plugins will enable market-by-market disruption (could short stocks and announce plugins)Markets/Stocks
prereq236_038Universities (Harvard, MIT, Stanford) will transition to for-profit public benefit companiesEducation
prereq232_059Universal basic equity / sovereign dividends will eventually put everyone on capital side of ledger.Macro/Economy
prereq230_022Elon plans to produce tens of millions of robots per year in just a few years.Robotics

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29hitthesis_timeline_v1.0_importLife Biosciences ER-100 FDA cleared Jan 30 2026; first patient enrollment opening spring 2026. Peter's 'this month March' call was ~6 weeks late; trial is open Q1-Q2 2026.

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.589fdaFDA NDA212306: XPOVIO (SELINEXOR) — KARYOPHARM THERAPSmentionspending2026-04-30
0.548fdaFDA ANDA211506: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — MACLEODS PHARMS LTDmentionspending2026-04-06

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=T8X6kp-pcKs",
  "mode": "FORECAST",
  "role": "Host",
  "context": "don't forget this is the month, March is the month that, uh, David Sinclair begins his, uh, partial epigenetic reprogramming trials, uh, with life biosciences. Uh, and can you regenerate your memories, your brain?",
  "to_year": 2026,
  "verbatim": "don't forget this is the month, March is the month that, uh, David Sinclair begins his, uh, partial epigenetic reprogramming trials, uh, with life biosciences.",
  "conv_cues": "is the month",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "March 2026",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "event",
      "label": "David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.",
      "status": "hit",
      "weight": 1,
      "ordinal": 0,
      "source_id": "235_038",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "cascade",
      "label": "The QWERTY keyboard will persist until the heat death of the universe.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": 1,
      "source_id": "230_026",
      "expected_date": "2026-06-21",
      "observed_date": null
    },
    {
      "kind": "cascade",
      "label": "Unrest/civil unrest will materialize; tech AI leaders will face security threats and death threats.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": 2,
      "source_id": "230_044",
      "expected_date": "2028-06-22",
      "observed_date": null
    },
    {
      "kind": "cascade",
      "label": "Near future will see multiple spheres of influence each independently locking itself in (geopolitically).",
      "status": "pending",
      "weight": 0.5,
      "ordinal": 3,
      "source_id": "230_032",
      "expected_date": "2028-06-23",
      "observed_date": null
    },
    {
      "kind": "cascade",
      "label": "Enterprise software will be dead because AI can just write code (per Dario Amodei).",
      "status": "pending",
      "weight": 0.5,
      "ordinal": 4,
      "source_id": "230_011",
      "expected_date": "2028-06-24",
      "observed_date": null
    },
    {
      "kind": "cascade",
      "label": "Elon plans to produce tens of millions of robots per year in just a few years.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": 5,
      "source_id": "230_022",
      "expected_date": "2029-12-10",
      "observed_date": null
    },
    {
      "kind": "cascade",
      "label": "Educational system will have 'AI wilderness camps' where tools are removed; every fourth-grader becomes a Nobel laureate.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": 6,
      "source_id": "230_039",
      "expected_date": "2030-06-16",
      "observed_date": null
    }
  ],
  "repeat_eps": 1,
  "sub_domain": "Longevity",
  "affiliation": "Moonshots Podcast",
  "attribution": "FIRST_PERSON",
  "episode_num": 235,
  "granularity": "MONTH_YEAR",
  "resolved_at": "2026-04-29T22:23:17.371722+00:00",
  "source_refs": "en.wikipedia.org/wiki/Longevity_escape_velocity; Life Biosciences; biopharmaapac",
  "target_date": "2026-03-15",
  "display_date": "2026-04-29",
  "episode_date": "2026-03-05",
  "key_catalyst": "Trial data readouts 2026-2027",
  "parse_method": "MONTH_YEAR parsed",
  "domain_bucket": "Biotech",
  "episode_title": "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235",
  "fault_line_id": "F001, F002, F003",
  "flag_repeated": false,
  "in_5yr_window": false,
  "appears_in_eps": "235",
  "consensus_size": 16,
  "futurist_phase": "Phase 1-2",
  "is_macro_claim": false,
  "total_mentions": 1,
  "priority_weight": 5,
  "ps_cluster_tags": [
    "C2",
    "C3",
    "C5"
  ],
  "report_evidence": "CONFIRMED-WITH-NUANCE: Sinclair partial epigenetic reprogramming trials Mar 2026. Supports Kurzweil/Diamandis Longevity Escape Velocity thesis; ful
... (truncated)