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248_039predictionAINVIDIA

Social license, not chips or compute, may be the true bottleneck to AI and will force expansion into space.

Predictor: Salim Ismail · ep#248 "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248" · source

Prior probability
50.0%
Current probability
45.0%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
7 / 5
Tickers exposed
30

Prediction text

Social license, not chips or compute, may be the true bottleneck to AI and will force expansion into space. | The broader the broader point though is that is that the real kind of bottleneck in AI may not be chips or comput. It might actually be social license which to Alex's point will force us into space faster which is also good.

Verbatim quote

From episode "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248"
The broader the broader point though is that is that the real kind of bottleneck in AI may not be chips or comput. It might actually be social license which to Alex's point will force us into space faster which is also good.

Predictor: Salim Ismail

κ + Brier as of 2026-05-22
κ (discount)
0.643
Brier
0.0144
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Salim Ismail 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

3 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 45.0%

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.
Leading chain: 3 fired ✓
  1. 2026-05-01 → 2027-06-30pendingUS state passes data center moratorium beyond bill stage (signed into law)
    How: At least one US state governor signs into law legislation imposing temporary or permanent moratorium on new AI data center construction; goes beyond the 6 states with introduced bills.
    Source: https://thedeepdive.ca/six-states-introduce-data-center-moratorium-bills-as-ai-boom-strains-power-grids/conf 55%
  2. 2026-05-01 → 2027-06-30pendingSanders/AOC AI Data Center Moratorium Act gets committee markup or vote
    How: AI Data Center Moratorium Act receives a committee markup, hearing, or floor consideration in the US House or Senate (vs. simply being introduced).
    Source: https://www.costar.com/article/761836369/growing-opposition-to-the-spread-of-ai-data-centers-reaches-congressconf 50%
  3. 2026-05-01 → 2027-09-30pendingHyperscaler announces canceled or relocated AI data center build citing community/utility opposition
    How: AWS, Microsoft, Google, Meta, OpenAI, or xAI publicly announces cancellation or relocation of a previously-announced AI data center build of >=300MW citing local opposition or grid constraints.
    Source: https://techcrunch.com/2026/02/25/the-public-opposition-to-ai-infrastructure-is-heating-up/conf 60%
  4. 2026-06-01 → 2027-12-31pendingUS residential power costs rise >=15% YoY in any state with major data-center cluster
    How: EIA or state PUC data shows residential electricity rates up 15% or more year-over-year in Virginia, Texas, Arizona, or Georgia, attributed in PUC filings to data-center load growth.
    Source: https://carboncredits.com/environmental-groups-urge-u-s-congress-to-pause-data-center-growth-as-federal-ai-rule-looms/conf 60%
  5. 2026-09-01 → 2028-12-31pendingMajor hyperscaler announces dedicated orbital compute initiative explicitly citing earth-side constraints
    How: AWS, Microsoft, or Google publicly launches a space-based-data-center initiative with stated rationale of bypassing terrestrial grid/social-license constraints (links to 241_055 milestones).
    Source: https://research.google/blog/exploring-a-space-based-scalable-ai-infrastructure-system-design/conf 45%
  6. 2027-06-01 → 2029-12-31pendingCascade: Federal/state ruling caps AI data center electricity allocation (kWh/year per facility)
    How: FERC, EPA, state PUC, or state legislature imposes binding cap on annual electricity consumption per AI data center, going beyond moratoriums to ongoing limits.
    Source: https://www.cnbc.com/2026/01/01/ai-data-centers-bernie-sanders-ron-desantis-electricity-prices.htmlconf 40%

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: 45%)

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
LBP2026-05-03T02:00:01Z45.0%-1.0pp
Network propagation: 46.0% → 45.0%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z46.0%-1.6pp
Network propagation: 47.6% → 46.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z47.6%-2.4pp
Network propagation: 50.0% → 47.6%
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_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.5000.050-0.098
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.5000.050-0.097
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.5000.050-0.018
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.5000.050-0.016
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.500-0.004

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.9200.050-0.236
prereq231_026
Something bad will definitely happen with OpenClaw agents byDave Blundin
52.4%0.6500.050-0.208
prereq248_033
Superhuman AI will make BCI-enhanced humans irrelevant compaDave Blundin
36.7%0.6000.050-0.074
prereq247_023
AI will be able to do everything a white collar worker does Dave Blundin
40.8%0.7200.050-0.061
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
36.1%0.6500.050-0.045

Ticker exposure

30 ticker(s) linked

Beneficiaries (24)

ALABAMBAARMASMLCEVACRWVIRENMUNBISNVDASITMTSMQCOMAMDANETMRVLNXPIATEYYAVGOCSCODELLSIEGYAMATLNVGY

Adverse (2)

AMDINTC

Prerequisites (7)

Predictions that must hit first
TypePredTitleDomainLag
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_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.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
correlateS_ASI_SLOW_2040PLUSASI slow: post-2040 / soft takeoffasi_recursive_self_improvement
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK15SpaceX Starship Catastrophic Failure

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
prereq247_023AI will be able to do everything a white collar worker does imminentlyAI
prereq242_031Most large companies' business models will be disrupted in 2-5 yearsMarkets/Stocks
prereq231_026Something bad will definitely happen with OpenClaw agents by statistical chance.AI
prereq248_033Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.AI

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=LVvleNtllPk",
  "mode": "THESIS",
  "role": "Host",
  "context": "the real kind of bottleneck in AI may not be chips or comput. It might actually be social license which to Alex's point will force us into space faster",
  "to_year": 2026,
  "verbatim": "The broader the broader point though is that is that the real kind of bottleneck in AI may not be chips or comput. It might actually be social license which to Alex's point will force us into space faster which is also good.",
  "conv_cues": "may not; might actually",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "future",
  "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": -3,
      "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": -2,
      "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": -1,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "event",
      "label": "Social license, not chips or compute, may be the true bottleneck to AI and will force expansion into space.",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "248_039",
      "expected_date": "2026-06-17",
      "observed_date": null
    },
    {
      "kind": "cascade",
      "label": "Something bad will definitely happen with OpenClaw agents by statistical chance.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": 1,
      "source_id": "231_026",
      "expected_date": "2026-06-24",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "US state passes data center moratorium beyond bill stage (signed into law)",
      "source": "https://thedeepdive.ca/six-states-introduce-data-center-moratorium-bills-as-ai-boom-strains-power-grids/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 2,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2026-11-29",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-05-01"
      },
      "measurement_criterion": "At least one US state governor signs into law legislation imposing temporary or permanent moratorium on new AI data center construction; goes beyond the 6 states with introduced bills."
    },
    {
      "kind": "llm_pre_event",
      "label": "Sanders/AOC AI Data Center Moratorium Act gets committee markup or vote",
      "source": "https://www.costar.com/article/761836369/growing-opposition-to-the-spread-of-ai-data-centers-reaches-congress",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 3,
      "source_id": null,
      "confidence": 0.5,
      "expected_date": "2026-11-29",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-05-01"
      },
      "measurement_criterion": "AI Data Center Moratorium Act receives a committee markup, hearing, or floor consideration in the US House or Senate (vs. simply being introduced)."
    },
    {
      "kind": "llm_pre_event",
      "label": "Hyperscaler announces canceled or relocated AI data center build 
... (truncated)