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232_035predictionMarkets/StocksAI-scaling

Apple is sitting on a multi-trillion dollar opportunity to leapfrog back into AI vanguard via hosting open models.

Predictor: Alex Wissner-Gross · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source

Prior probability
50.0%
Current probability
38.4%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2028-06-01 – 2028-06-30
Edges in / out
12 / 5
Tickers exposed
37

Prediction text

Apple is sitting on a multi-trillion dollar opportunity to leapfrog back into AI vanguard via hosting open models. | Apple is sitting on a multi-t trillion dollar opportunity to leaprog back into the vanguard of of AI.

Watch events: Apple WWDC 2026 June 8-12 keynote

Verbatim quote

From episode "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232"
Apple is sitting on a multi-t trillion dollar opportunity to leaprog back into the vanguard of of AI.

Predictor: Alex Wissner-Gross

κ + Brier as of 2026-05-22
κ (discount)
0.844
Brier
0.0341
excellent
Hits / Misses
6 / 1
of 11 resolved
Hit rate
54.5%
Calibration plot (stated vs observed)

Evidence about this node from Alex Wissner-Gross 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

5 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 38.4%

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: 6 fired ✓ · 1 overdue ⏱ · 5 pending
  1. 2026-01-31hitApple-Google Gemini multi-year partnership announced for next-gen Apple foundation models
    How: Apple and Google publicly announce multi-year deal incorporating Gemini models and Google cloud infrastructure into Apple's next-gen Siri and foundation models
    Source: https://www.macrumors.com/2025/12/30/apple-ai-strategy-could-pay-off-in-2026/conf 85%
    Notes: Apple chose to LICENSE Gemini rather than HOST open models — opposite of Wissner-Gross's specific 'leapfrog via hosting' thesis. Important counter-signal.
  2. 2026-03-01 → 2026-06-30overdueApple Intelligence Siri spring 2026 overhaul ships with multi-step task capability
    How: Apple ships updated Siri capable of conversational, multi-step task completion via iOS update
    Source: https://www.macrumors.com/2025/12/30/apple-ai-strategy-could-pay-off-in-2026/conf 70%
  3. 2025-12-31hitApple OpenELM/DCLM open-weight family expansion past 20 models
    How: Apple releases >20 open-source AI models on HuggingFace cumulatively
    Source: https://aibusiness.com/nlp/apple-releases-20-new-open-source-ai-modelsconf 85%
    Notes: Apple already shipped DCLM models comparable to Mistral-7B/Llama 3 8B. Trajectory continues.
  4. 2026-11-30pendingScenario fires: First $1T+ IPO in 2026
  5. 2026-06-01 → 2028-06-30pendingApple Private Cloud Compute publicly hosts third-party open-weight models
    How: Apple opens Private Cloud Compute infrastructure to host third-party open-weight models for developers/enterprises (the specific Wissner-Gross 'hosting' play)
    Source: Apple WWDC announcements, developer documentationconf 25%
    Notes: Cascade — this is the precise mechanism Wissner-Gross described. Low probability given Gemini-licensing direction.
  6. 2026-01-01 → 2028-12-31pendingApple market cap returns to top-3 globally and crosses $4T in 2026-2028 window
    How: Apple market cap exceeds $4T, returning to top-3 by market cap globally
    Source: Bloomberg, S&P market dataconf 50%
    Notes: Cascade — 'multi-trillion dollar opportunity' converts to multi-trillion market cap if leapfrog succeeds.
  7. 2027-09-30pendingScenario fires: First $1T+ IPO in 2027

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: 38%)

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
LBP2026-05-10T02:00:02Z38.4%+1.8pp
Network propagation: 36.6% → 38.4%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
metadata_milestone_miss_sweep2026-05-08T22:15:34Z36.6%-5.7pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.366 blend=0.366 LLR=-0.239 κ=0.84 no_blend
Raw metadata
{
  "trf": 1,
  "kappa": 0.8438,
  "base_rate": null,
  "predictor": "Alex Wissner-Gross",
  "total_llr": -0.4054651081081644,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.30984096459540084,
  "bayes_factor": "1.3:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.4231535580807967,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.59066,
      "label": "Apple Intelligence Siri spring 2026 overhaul ships with multi-step task capability",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.7,
      "source_url": "https://www.macrumors.com/2025/12/30/apple-ai-strategy-could-pay-off-in-2026/",
      "adjusted_llr": -0.23949202075516837,
      "expected_date": "2026-04-30",
      "measurement_criterion": "Apple ships updated Siri capable of conversational, multi-step task completion via iOS update"
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3,
  "outside_weight": 0.7,
  "posterior_prob": 0.36601917532727857,
  "posterior_logit": -0.5493329853505692,
  "predictor_brier": 0.03413,
  "inside_posterior": 0.36601917532727857,
  "blended_posterior": 0.36601917532727857,
  "reference_class_id": null,
  "total_adjusted_llr": -0.23949202075516837,
  "predictor_n_resolved": 11
}
LBP2026-05-03T02:00:01Z42.3%-1.8pp
Network propagation: 44.1% → 42.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z44.1%-2.4pp
Network propagation: 46.5% → 44.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z46.5%-3.5pp
Network propagation: 50.0% → 46.5%
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
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.500+0.071
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.500+0.062
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.5000.050+0.049
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.500+0.048
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.5000.050+0.048

Top outgoing (children)

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34.8%0.6000.050-0.082
prereq242_023
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34.2%0.6000.050-0.076
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Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.061
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Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (12)

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_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/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
correlateS_IPO_TRILLION_2027First $1T+ IPO in 2027ipo_trillion_plus
correlateS_IPO_TRILLION_2026First $1T+ IPO in 2026ipo_trillion_plus
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
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

Linked documents (5)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.668manifoldThinking Machines acquired by Apple before 2031?24%mentionspending2026-05-15
0.621gdeltmicrosoft profits jump cloud ai 013826928.htmlmentionspending2026-04-30
0.614gdeltbig us tech stocks swing 214147047.htmlmentionspending2026-04-30
0.577edgar_8kSpire Global, Inc. (SPIR) (CIK 0001816017)mentionspending2026-05-13
0.577edgar_8kSpire Global, Inc. (SPIR) (CIK 0001816017)mentionspending2026-05-29

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "multi-trillion dollars",
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "THESIS",
  "role": "Host",
  "context": "And now memory is obviously incredibly scarce. They have a unified pool. So you can host really large models in terms of the model count locally. Apple is sitting on a multi-t trillion dollar opportunity to leaprog back into the vanguard of of AI. And you know, forget about Siri. Apple should be in the business of like hosting these.",
  "to_year": 2030,
  "verbatim": "Apple is sitting on a multi-t trillion dollar opportunity to leaprog back into the vanguard of of AI.",
  "direction": "UP",
  "from_year": 2026,
  "timeframe": "unspecified",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Apple-Google Gemini multi-year partnership announced for next-gen Apple foundation models",
      "notes": "Apple chose to LICENSE Gemini rather than HOST open models — opposite of Wissner-Gross's specific 'leapfrog via hosting' thesis. Important counter-signal.",
      "source": "https://www.macrumors.com/2025/12/30/apple-ai-strategy-could-pay-off-in-2026/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -12,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://en.wikipedia.org/wiki/Apple_Intelligence",
      "expected_date": "2026-01-31",
      "observed_date": "2026-01-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Apple and Google publicly announce multi-year deal incorporating Gemini models and Google cloud infrastructure into Apple's next-gen Siri and foundation models"
    },
    {
      "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": -11,
      "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": -10,
      "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": -9,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Apple Intelligence Siri spring 2026 overhaul ships with multi-step task capability",
      "source": "https://www.macrumors.com/2025/12/30/apple-ai-strategy-could-pay-off-in-2026/",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.macrumors.com/2025/12/30/apple-ai-strategy-could-pay-off-in-2026/",
      "expected_date": "2026-04-30",
      "miss_emitted_at": "2026-05-08T22:15:34.476563+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-06-30",
        "from": "2026-03-01"
      },
      "measurement_criterion": "Apple ships updated Siri capable of conversational, multi-step task completion via iOS update"
    },
    {
      "kind": "prer
... (truncated)