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230_051predictionMarkets/Stockshumanoids

Amazon/hyperscalers will continue pouring free cash flow into AI data centers, robots and LEO satellites (opex cannibalized by capex).

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

Prior probability
50.0%
Current probability
37.6%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2028-06-01 – 2028-06-30
Edges in / out
7 / 2
Tickers exposed
34

Prediction text

Amazon/hyperscalers will continue pouring free cash flow into AI data centers, robots and LEO satellites (opex cannibalized by capex). | Amazon is uh slowly separating itself from UPS's delivery services to do inhouse and then Amazon in turn is spending hundreds of billions of dollars of capex that's cannibalizing its opex. So if you're Amazon or the other hyperscalers, you're taking all of your free cash flow and you're finding ways to divert it into buying AI data centers and building them >> and robots >> and and robots and and robots all and and LEO satellites

Verbatim quote

From episode "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230"
Amazon is uh slowly separating itself from UPS's delivery services to do inhouse and then Amazon in turn is spending hundreds of billions of dollars of capex that's cannibalizing its opex. So if you're Amazon or the other hyperscalers, you're taking all of your free cash flow and you're finding ways to divert it into buying AI data centers and building them >> and robots >> and and robots and and robots all and and LEO satellites

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

4 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 = 37.6%

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: 7 fired ✓ · 3 pending
  1. 2026-04-29hitHyperscaler combined 2026 capex reaches $725B (77% YoY increase)
    How: Google + Microsoft + Meta + Amazon combined 2026 capex guidance reaches >=$700B in Q1-2026 earnings disclosures
    Source: Tom's Hardware: Google, Microsoft, Meta, Amazon capex spending hits $725B in 2026, up 77%conf 97%
    Notes: Q1-2026 earnings night: AMZN $200B, MSFT $190B, GOOGL $190B, META $145B+ confirmed.
  2. 2026-04-29hitAmazon expects negative free cash flow ~$17B in 2026 from AI capex
    How: Amazon discloses or analysts estimate negative FCF for FY2026 driven by AI/data center spending
    Source: Fortune: Microsoft, Meta, Google billions more in AI spending; CNBC: AI cash takes big hitconf 92%
    Notes: Morgan Stanley: -$17B; Bank of America: -$28B FCF for AMZN in 2026 — confirms 'opex cannibalized by capex' thesis.
  3. 2027-01-15 → 2027-04-30pendingHyperscaler 2027 capex guidance maintains >=20% YoY growth
    How: Combined 2027 capex guidance from MSFT/GOOGL/META/AMZN earnings shows >=20% growth over 2026's $725B base
    Source: Q4-2026 / Q1-2027 hyperscaler earnings callsconf 65%
    Notes: Tests whether capex acceleration continues into target window or peaks.
  4. 2027-01-01 → 2028-06-30pendingFirst public hyperscaler reports negative cumulative FCF for trailing 24 months
    How: AMZN/MSFT/GOOGL/META trailing-24-month cumulative free cash flow turns negative due to AI capex
    Source: 10-K filings, Bloomberg cash flow analyticsconf 40%
    Notes: Strong test of 'opex cannibalized by capex' framing — 2026 single-year FCF dip already signaled.
  5. 2028-01-01 → 2028-06-30pendingAI data center capex sustains >=$800B aggregate by FY2028
    How: Combined hyperscaler capex (AMZN/MSFT/GOOGL/META) for FY2028 reaches >=$800B per consensus analyst estimates
    Source: CreditSights, IEEE ComSoc, Synergy Research hyperscaler capex trackingconf 50%
    Notes: Direct test of Wissner-Gross prediction in target window. 2026 baseline $725B implies modest 5%/yr CAGR to clear.

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
LBP2026-05-10T02:00:02Z37.6%-1.3pp
Network propagation: 38.8% → 37.6%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z38.8%-1.9pp
Network propagation: 40.8% → 38.8%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z40.8%-3.6pp
Network propagation: 44.4% → 40.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z44.4%-5.6pp
Network propagation: 50.0% → 44.4%
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
prereqSEM_041
At least 100,000 personal AI robots will be preordered in 20Brett Adcock
42.3%0.5000.050-0.138
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.500-0.033
killerTK08
Humanoid Capital Collapse (Figure/Apptronik Flop)
22.0%0.0500.500+0.025
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.5000.050+0.017
prereq247_058
Jury selection begins April 27, 2026 for Musk v OpenAI trialPeter Diamandis
71.4%0.5000.050-0.009

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq229_010
Eventually there will be tens of billions of humanoids on plBrett Adcock
25.8%0.5000.050-0.043
prereq234_033
David Holz predicts 5 million humanoids can build Manhattan David Holz
23.3%0.5000.050-0.017

Ticker exposure

34 ticker(s) linked

Beneficiaries (24)

SERVRNSHFNVDALYSCFMPFANUYUSARSYMHSEHYALNTCGNXIRBTABBNYAMZNBYDDYHYMTFIFNNYMIELYPHSTMTELTERTSLATXN

Adverse (5)

KELYATNETMANRHIKFY

Prerequisites (7)

Predictions that must hit first
TypePredTitleDomainLag
prereq247_058Jury selection begins April 27, 2026 for Musk v OpenAI trialAI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
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_041At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).Robotics
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)

Dependents (2)

Predictions enabled by this
TypePredTitleDomainLag
prereq229_010Eventually there will be tens of billions of humanoids on planet Earth—one per human plus 5-10B in commercial workforce.Robotics
prereq234_033David Holz predicts 5 million humanoids can build Manhattan in 6 monthsRobotics

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.682manifoldWill combined 2026 AI capex from {AWS, Azure, GCP, Meta, Oracle} exceed $300B?83%mentionspending2026-05-04
0.520edgar_8kHUBBELL INC (HUBB) (CIK 0000048898)mentionspending2026-04-30
0.520edgar_8kHUBBELL INC (HUBB) (CIK 0000048898)mentionspending2026-05-15

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "hundreds of billions capex",
  "url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "you're taking all of your free cash flow and you're finding ways to divert it into buying AI data centers and building them and robots and LEO satellites",
  "to_year": 2030,
  "verbatim": "Amazon is uh slowly separating itself from UPS's delivery services to do inhouse and then Amazon in turn is spending hundreds of billions of dollars of capex that's cannibalizing its opex. So if you're Amazon or the other hyperscalers, you're taking all of your free cash flow and you're finding ways to divert it into buying AI data centers and building them >> and robots >> and and robots and and robots all and and LEO satellites",
  "conv_cues": "you're taking all of your free cash flow",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "ongoing",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "prereq",
      "label": "At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).",
      "status": "partial",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "SEM_041",
      "expected_date": "2025-11-30",
      "observed_date": "2025-11-30"
    },
    {
      "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": -9,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Jury selection begins April 27, 2026 for Musk v OpenAI trial",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "247_058",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Hyperscaler combined 2026 capex reaches $725B (77% YoY increase)",
      "notes": "Q1-2026 earnings night: AMZN $200B, MSFT $190B, GOOGL $190B, META $145B+ confirmed.",
      "source": "Tom's Hardware: Google, Microsoft, Meta, Amazon capex spending hits $725B in 2026, up 77%",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.97,
      "source_url": "https://www.tomshardware.com/tech-industry/big-tech/big-techs-ai-spending-plans-reach-725-billion",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-29",
      "research_origin": "deep_research",
      "measurement_criterion": "Google + Microsoft + Meta + Amazon combined 2026 capex guidance reaches >=$700B in Q1-2026 earnings disclosures"
    },
    {
      "kind": "llm_pre_event",
      "label": "Amazon expects negative free cash flow ~$17B in 2026 from AI capex",
      "notes": "Morgan Stanley: -$17B; Bank of America: -$28B FCF for AMZN in 2026 — confirms 'opex cannibalized by capex' thesis.",
      "source": "Fortune: Microsoft, Meta, Google billions more in AI spending; CNBC: AI cash takes big hit",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://fortune.com/2026/04/29/microsoft-meta-google-ai-capex-spending-billions/",
      "expect
... (truncated)