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
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
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
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-10-06pendingQ1 window check-in (25%)
- 2027-03-15pendingQ2 window check-in (50%)
- 2026-06-01 → 2027-12-31pendingOpenAI ChatGPT Pro / Plus / Team / Enterprise ARR exceeds $20BHow: 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%
- 2026-06-01 → 2027-12-31pendingOpenAI consumer subscriber count exceeds 50M paid usersHow: 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%
- 2026-06-01 → 2027-12-31pendingOpenAI launches new flagship 'everything app' or super-app subscription tierHow: 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%
- 2026-06-01 → 2028-06-30pendingOpenAI surpasses Anthropic on subscription-revenue (vs API revenue) rankingHow: 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%
- 2026-09-01 → 2028-06-30pendingOpenAI IPO or formal SPAC/direct-listing announcementHow: 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%
- 2027-08-22pendingQ3 window check-in (75%)
- 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?
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
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | S_AGI_MID_2029 AGI mid: Kurzweil 2029 path | 35.0% | 0.450 | 0.050 | -0.157 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.450 | +0.063 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.450 | +0.055 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.450 | +0.043 |
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.450 | -0.037 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_AGI_MID_2029 | AGI mid: Kurzweil 2029 path | agi_general_capability | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (10)
Raw metadata
{
"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)