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240_057predictionAIAI-scaling

OpenAI will have another day in the sun with core AI subscription strategy

Predictor: Alex Wissner-Gross · ep#240 "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse" · source

Prior probability
45.0%
Current probability
34.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2029-03-31
Edges in / out
6 / 0
Tickers exposed
37

Prediction text

OpenAI will have another day in the sun with core AI subscription strategy | the open AI strategy of being I think Sam calls it the core AI subscription, which I I parse as being everything to everyone. I do think that will have another day in the sun.

Watch events: OpenAI next funding round; IPO timing; revenue disclosures

Verbatim quote

From episode "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse"
the open AI strategy of being I think Sam calls it the core AI subscription, which I I parse as being everything to everyone. I do think that will have another day in the sun.

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 45%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 34.7%

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: 8 pending
  1. 2026-10-06pendingQ1 window check-in (25%)
  2. 2027-03-15pendingQ2 window check-in (50%)
  3. 2026-06-01 → 2027-12-31pendingOpenAI ChatGPT Pro / Plus / Team / Enterprise ARR exceeds $20B
    How: OpenAI public disclosure or major outlet citing internal docs confirms subscription-product (ChatGPT Plus/Pro/Team/Enterprise/Edu) ARR >$20B. Direct measure of Altman's 'core AI subscription' strategy success.
    Source: OpenAI 2025-2026 ARR reporting (~$10B mid-2025); Sam Altman 'core AI subscription' framingconf 65%
  4. 2026-06-01 → 2027-12-31pendingOpenAI consumer subscriber count exceeds 50M paid users
    How: OpenAI publicly discloses ChatGPT paid subscriber count >=50M (currently estimated 10-15M paying customers as of late 2025).
    Source: OpenAI quarterly reporting; The Information / Bloomberg subscriber estimatesconf 55%
  5. 2026-06-01 → 2027-12-31pendingOpenAI launches new flagship 'everything app' or super-app subscription tier
    How: OpenAI ships product positioning ChatGPT as bundled 'everything to everyone' AI service — agentic, voice, video, search, shopping integrated into single subscription. Wissner-Gross's specific characterization.
    Source: Altman 'core AI subscription' framing; OpenAI product roadmap 2025-2026conf 70%
  6. 2026-06-01 → 2028-06-30pendingOpenAI surpasses Anthropic on subscription-revenue (vs API revenue) ranking
    How: Public revenue tracker (Epoch AI, Bloomberg) shows OpenAI's consumer/subscription revenue >2x Anthropic's. Note: As of 2026, Anthropic has surpassed OpenAI on total ARR, with Anthropic ~$30B vs OpenAI lower.
    Source: Epoch AI revenue tracker April 2026conf 50%
  7. 2026-09-01 → 2028-06-30pendingOpenAI IPO or formal SPAC/direct-listing announcement
    How: OpenAI files S-1 or announces formal public-offering plans. Public-market validation of subscription model would be ultimate sign of 'day in the sun'.
    Source: OpenAI capital structure post-PBC conversion; Microsoft secondaryconf 40%
  8. 2027-08-22pendingQ3 window check-in (75%)
  9. 2028-06-01 → 2030-12-31pendingCascade: ChatGPT-style subscription mainstream adoption parity with Netflix (250M+ paid)
    How: Public reporting confirms paid AI subscription user base >250M households globally — Netflix-class consumer scale. Marks fully realized 'core AI subscription' victory.
    Source: Cascade from earlier subscriber milestonesconf 30%

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: 35%)

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
LBP2026-05-10T02:00:02Z34.7%-1.4pp
Network propagation: 36.1% → 34.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z36.1%-2.8pp
Network propagation: 38.9% → 36.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z38.9%-2.1pp
Network propagation: 40.9% → 38.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z40.9%-4.1pp
Network propagation: 45.0% → 40.9%
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_AGI_MID_2029
AGI mid: Kurzweil 2029 path
35.0%0.4500.050-0.157
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.450+0.063
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.450+0.055
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.450+0.043
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.450-0.037

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (6)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_AGI_MID_2029AGI mid: Kurzweil 2029 pathagi_general_capability
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 (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (10)

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

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "the open AI strategy of being I think Sam calls it the core AI subscription, which I I parse as being everything to everyone. I do think that will have another day in the sun.",
  "verbatim": "the open AI strategy of being I think Sam calls it the core AI subscription, which I I parse as being everything to everyone. I do think that will have another day in the sun.",
  "conv_cues": "I do think",
  "direction": "HAPPEN",
  "timeframe": "Future",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -8,
      "source_id": null,
      "expected_date": "2026-10-06",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -7,
      "source_id": null,
      "expected_date": "2027-03-15",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI ChatGPT Pro / Plus / Team / Enterprise ARR exceeds $20B",
      "source": "OpenAI 2025-2026 ARR reporting (~$10B mid-2025); Sam Altman 'core AI subscription' framing",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.65,
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "OpenAI public disclosure or major outlet citing internal docs confirms subscription-product (ChatGPT Plus/Pro/Team/Enterprise/Edu) ARR >$20B. Direct measure of Altman's 'core AI subscription' strategy success."
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI consumer subscriber count exceeds 50M paid users",
      "source": "OpenAI quarterly reporting; The Information / Bloomberg subscriber estimates",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "OpenAI publicly discloses ChatGPT paid subscriber count >=50M (currently estimated 10-15M paying customers as of late 2025)."
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI launches new flagship 'everything app' or super-app subscription tier",
      "source": "Altman 'core AI subscription' framing; OpenAI product roadmap 2025-2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "OpenAI ships product positioning ChatGPT as bundled 'everything to everyone' AI service — agentic, voice, video, search, shopping integrated into single subscription. Wissner-Gross's specific characterization."
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI surpasses Anthropic on subscription-revenue (vs API revenue) ranking",
      "source": "Epoch AI revenue tracker April 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://epoch.ai/data-insights/anthropic-openai-revenue",
      "expected_date": "2027-06-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Public revenue tracker (Epoch AI, Bloomberg) shows OpenAI's consumer
... (truncated)