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230_049predictionMarkets/StocksAI-scaling

Big AI companies will own as much as they want up to the edge of antitrust triggers.

Predictor: Dave Blundin · ep#230 "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230" · source

Prior probability
60.0%
Current probability
49.5%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2030-06-01 – 2030-06-30
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

Big AI companies will own as much as they want up to the edge of antitrust triggers. | So, that'll be true again today. And so the the big AI companies will own as much as they want to own in any area they want to own it up to the edge of where they don't want to trip antitrust.

Verbatim quote

From episode "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230"
So, that'll be true again today. And so the the big AI companies will own as much as they want to own in any area they want to own it up to the edge of where they don't want to trip antitrust.

Predictor: Dave Blundin

κ + Brier as of 2026-05-22
κ (discount)
0.821
Brier
0.0491
excellent
Hits / Misses
3 / 2
of 9 resolved
Hit rate
33.3%
Calibration plot (stated vs observed)

Evidence about this node from Dave Blundin 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

4 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 49.5%

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: 5 fired ✓ · 5 pending
  1. 2026-04-08hitFTC mandates AI Interoperability for hyperscalers
    How: FTC issues binding guidance requiring large-cap AI/cloud providers to allow enterprise customers to port fine-tuned models, prompts, and data across competing clouds without technical or financial penalty
    Source: FTC ruling Apr 8 2026 mandating AI Interoperability targeting Microsoft, Alphabetconf 99%
    Notes: HIT — first concrete antitrust 'edge' constraint binding big AI; directly validates Blundin's framing.
  2. 2026-06-01 → 2027-12-31pendingFTC concludes Microsoft-OpenAI antitrust probe with binding action
    How: FTC concludes probe of Microsoft-OpenAI partnership with consent decree, divestiture order, or formal complaint filed in federal court
    Source: FTC Microsoft probe escalation Feb 2026; comprehensive investigation since 1990s scaleconf 55%
    Notes: Active probe issued civil investigative demands to 6+ Microsoft competitors as of early 2026.
  3. 2026-12-01 → 2028-12-31pendingAntitrust-driven minority-stake or partnership-cap rule on AI investments
    How: FTC/DOJ formalize rule capping hyperscaler equity stakes in frontier AI labs (e.g., 25% max) or requiring HSR-style review of all AI partnerships
    Source: FTC Generative AI Investments inquiry Jan 2024 → Jan 2025 staff reportconf 40%
  4. 2026-12-31 → 2028-12-31pendingBig 5 (MSFT/GOOG/META/AMZN/AAPL) combined AI-segment revenue crosses $500B
    How: Aggregate disclosed AI-attributed revenue across hyperscalers exceeds $500B in trailing 4-quarter sum, per 10-K segment reporting
    Source: 10-K segment disclosures; analyst aggregations (Bernstein, MS, GS)conf 70%
    Notes: Revenue concentration is the trigger that pushes antitrust from inquiry to action.
  5. 2027-06-01 → 2030-06-30pendingMajor divestiture or structural separation imposed on hyperscaler
    How: DOJ or FTC obtains court order requiring structural separation/divestiture of AI assets at one of the Big 5 (e.g., Google forced to divest part of AI business)
    Source: DOJ Google search remedies trial 2025-2026; FTC Microsoft probe trajectoryconf 30%
    Notes: Cascade — represents the 'edge of antitrust trigger' actually being crossed.

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: 50%)

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
LBP2026-05-10T02:00:02Z49.5%-1.2pp
Network propagation: 50.7% → 49.5%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z50.7%-2.2pp
Network propagation: 52.9% → 50.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z52.9%-2.9pp
Network propagation: 55.8% → 52.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z55.8%-4.2pp
Network propagation: 60.0% → 55.8%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.600-0.088
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.6000.050-0.076
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.6000.050-0.075
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.600-0.060
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.050

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq232_057
First person to arrive on moon/Mars will find bed made by OpDave Blundin
34.8%0.6000.050-0.029
prereq242_023
World will have 10x more wealth around 2034-2036Dave Blundin
34.2%0.6000.050-0.023
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.013
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.004
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050+0.000

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (10)

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
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 (3)

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

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
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  "url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "the big AI companies will own as much as they want to own in any area they want to own it up to the edge of where they don't want to trip antitrust.",
  "to_year": 2035,
  "verbatim": "So, that'll be true again today. And so the the big AI companies will own as much as they want to own in any area they want to own it up to the edge of where they don't want to trip antitrust.",
  "conv_cues": "will own",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "ongoing",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "FTC mandates AI Interoperability for hyperscalers",
      "notes": "HIT — first concrete antitrust 'edge' constraint binding big AI; directly validates Blundin's framing.",
      "source": "FTC ruling Apr 8 2026 mandating AI Interoperability targeting Microsoft, Alphabet",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://markets.financialcontent.com/stocks/article/marketminute-2026-4-8-breaking-the-walled-garden-ftc-mandates-ai-interoperability-for-tech-giants",
      "expected_date": "2026-04-08",
      "observed_date": "2026-04-08",
      "research_origin": "deep_research",
      "measurement_criterion": "FTC issues binding guidance requiring large-cap AI/cloud providers to allow enterprise customers to port fine-tuned models, prompts, and data across competing clouds without technical or financial penalty"
    },
    {
      "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": -9,
      "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": -8,
      "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": -7,
      "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": -6,
      "source_id": "SEM_012",
      "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": -5,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "FTC concludes Microsoft-OpenAI antitrust probe with binding action",
      "notes": "Active probe issued civil investigative demands to 6+ Microsoft competitors as of early 2026.",
      "source": "FTC Microsoft probe escalation Feb 2026; comprehensive investigation since 1990s scale",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://samexpert.com/ftc-microsoft-investigation-2025/",
      "expected_date": "2027-03-17",
      "research_o
... (truncated)