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242_004predictionMarkets/StocksNVIDIA

Musk ecosystem will lap Nvidia by 1-2 orders of magnitude

Predictor: Peter Diamandis · ep#242 "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242" · source

Prior probability
60.0%
Current probability
41.4%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2026-11-30
Edges in / out
6 / 4
Tickers exposed
30

Prediction text

Musk ecosystem will lap Nvidia by 1-2 orders of magnitude | the Musk world ecosystem here looks like it will lap by an order or two of magnitude what Nvidia's done

Verbatim quote

From episode "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242"
the Musk world ecosystem here looks like it will lap by an order or two of magnitude what Nvidia's done

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 60%2026-04-302026-05-102026-05-24
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 41.4%

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: 3 fired ✓ · 3 pending
  1. 2026-05-01 → 2026-11-30pendingTesla AI Day / Optimus Day demonstrates commercial customers
    How: Tesla event announces named enterprise Optimus customers with multi-billion order book
    Source: Tesery analysis: Optimus is core driver of $100T thesisconf 40%
  2. 2026-06-01 → 2026-12-31pendingSpaceX IPO valuation comes in at or above $2T anchor
    How: SpaceX first-day market cap >=$2T per SEC S-1 + IPO pricing
    Source: Recent_statement: SpaceX confidential filing Apr 2026 at ~$2T targetconf 55%
  3. 2026-07-01 → 2026-12-31pendingxAI / Grok crosses 100M weekly active users or $5B ARR
    How: xAI press release or Musk X post citing WAU >=100M or ARR >=$5B (vs NVDA scale comparison)
    Source: xAI merger Feb 2026 at $250B; need product-side scale to anchor lap-Nvidia thesisconf 40%
  4. 2026-08-01 → 2027-06-30pendingCombined Musk-ecosystem valuation (TSLA+SpaceX+xAI+Boring+Neuralink) crosses NVDA market cap
    How: Sum of public + last-private-round valuations exceeds NVDA market cap on a closing basis; per NVDA Q3 fiscal '90% of $57B revenue from data-center, $4.5T+ market cap'
    Source: Existing metadata: Nvidia became first $5T company late 2025conf 45%
  5. 2027-06-30pendingLap test fails: NVDA market cap stays >=2x combined Musk ecosystem valuation
    How: Twelve-month observed period in 2027 where NVDA / (TSLA+SpaceX+xAI) ratio remains >2.0x; falsifies the 1-2 OOM 'lap' thesis on present trajectory
    Source: Direct test of prediction textconf 65%

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: 41%)

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
LBP2026-05-24T02:00:02Z41.4%-1.0pp
Network propagation: 42.4% → 41.4%
4-iter LBP, residual 0.01000 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 806b02f8
LBP2026-05-17T02:00:01Z42.4%-1.9pp
Network propagation: 44.3% → 42.4%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z44.3%-3.7pp
Network propagation: 48.1% → 44.3%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z48.1%-7.1pp
Network propagation: 55.2% → 48.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z55.2%-2.0pp
Network propagation: 57.2% → 55.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z57.2%-2.8pp
Network propagation: 60.0% → 57.2%
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
prereqS_IPO_TRILLION_2026
First $1T+ IPO in 2026
25.0%0.6000.050-0.227
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.600+0.120
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.6000.050+0.105
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.6000.050+0.103
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.6000.050+0.006

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq233_008
Public school adoption of Alpha model will take place in theJoe Liemandt
32.3%0.4000.050-0.130
prereq230_024
Under a certain age (40-50) life expectancy is infinity due Dave Blundin
39.6%0.6000.050-0.121
prereq232_057
First person to arrive on moon/Mars will find bed made by OpDave Blundin
34.8%0.6000.050-0.073
prereq242_023
World will have 10x more wealth around 2034-2036Dave Blundin
34.2%0.6000.050-0.067

Ticker exposure

30 ticker(s) linked

Beneficiaries (24)

ALABAMBAARMASMLCEVACRWVIRENMUNBISNVDASITMTSMQCOMAMDANETMRVLNXPIATEYYAVGOCSCODELLSIEGYAMATLNVGY

Adverse (2)

AMDINTC

Prerequisites (6)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereqSEM_015Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.Policy/Semis
prereqS_IPO_TRILLION_2026First $1T+ IPO in 2026ipo_trillion_plus
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)

Dependents (4)

Predictions enabled by this
TypePredTitleDomainLag
prereq232_057First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.Robotics
prereq242_023World will have 10x more wealth around 2034-2036Macro/Economy
prereq230_024Under a certain age (40-50) life expectancy is infinity due to longevity escape velocity.Biotech/Longevity
prereq233_008Public school adoption of Alpha model will take place in the second decade, not the first.Education

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "10-100x Nvidia",
  "url": "https://www.youtube.com/watch?v=wMLcIWLlcWg",
  "mode": "THESIS",
  "role": "Host",
  "context": "the Musk world ecosystem here looks like it will lap by an order or two of magnitude what Nvidia's done",
  "verbatim": "the Musk world ecosystem here looks like it will lap by an order or two of magnitude what Nvidia's done",
  "conv_cues": "looks like it will",
  "direction": "UP",
  "timeframe": "unspecified",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -3,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla AI Day / Optimus Day demonstrates commercial customers",
      "source": "Tesery analysis: Optimus is core driver of $100T thesis",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2026-08-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-11-30",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Tesla event announces named enterprise Optimus customers with multi-billion order book"
    },
    {
      "kind": "llm_pre_event",
      "label": "SpaceX IPO valuation comes in at or above $2T anchor",
      "source": "Recent_statement: SpaceX confidential filing Apr 2026 at ~$2T target",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2026-09-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "SpaceX first-day market cap >=$2T per SEC S-1 + IPO pricing"
    },
    {
      "kind": "event",
      "label": "Musk ecosystem will lap Nvidia by 1-2 orders of magnitude",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "242_004",
      "expected_date": "2026-09-26",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "xAI / Grok crosses 100M weekly active users or $5B ARR",
      "source": "xAI merger Feb 2026 at $250B; need product-side scale to anchor lap-Nvidia thesis",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2026-09-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-07-01"
      },
      "measurement_criterion": "xAI press release or Musk X post citing WAU >=100M or ARR >=$5B (vs NVDA s
... (truncated)