Terafab will deliver 1 terawatt/year AI compute, 50x current global output of 20 gigawatt.
Predictor: Peter Diamandis · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source
Prediction text
Terafab will deliver 1 terawatt/year AI compute, 50x current global output of 20 gigawatt. | terapab is 1 terowatt per year of AI compute. 50 times the current global output of 20 gawatt.
Verbatim quote
terapab is 1 terowatt per year of AI compute. 50 times the current global output of 20 gawatt.
Predictor: Peter Diamandis
Calibration plot (stated vs observed)
Evidence about this node from Peter Diamandis 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: energy_grid_rebuild_5y
Major grid expansion (>50GW) within 5y of announce
Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.
Probability over time
Milestone chain
- 2026-03-21overdueMusk publicly announces Terafab project (Tesla + xAI + SpaceX + Intel)How: Elon Musk publicly announces Terafab joint venture targeting 1 TW/yr AI compute (50x current 20 GW)Source: https://en.wikipedia.org/wiki/Terafab — announced March 21 2026conf 99%
- 2026-04-07overdueIntel formally joins Terafab as manufacturing partnerHow: Intel publicly confirms Terafab partnership and contribution of foundry expertiseSource: https://www.cio.com/article/4155419/intel-bets-on-terafab-to-help-it-reassert-itself-in-the-ai-chip-race.htmlconf 97%
- 2026-04-09overdueBernstein / external analysts publish capex feasibility critique (~$5T to hit 1 TW)How: Bernstein Research publicly estimates ~$5T capex required for full 1 TW Terafab targetSource: https://markets.financialcontent.com/stocks/article/marketminute-2026-4-9-the-18a-renaissance-intel-and-musks-terafab-project-redefines-global-ai-computeconf 85%
- 2026-04-23overdueTesla picks Intel 14A process for Austin Terafab pilot AI5 chipHow: Tesla / Intel public confirmation that AI5 chip uses Intel 14A node at Austin TerafabSource: https://www.technology.org/2026/04/23/tesla-picks-intels-14a-process-for-musks-austin-terafab-project/conf 95%
- 2026-09-20pendingQ1 window check-in (25%)
- 2026-09-01 → 2027-06-30pendingAustin Terafab pilot fab achieves first wafer-out (small-batch AI5 production)How: Tesla announces first AI5 chip wafer-out from Austin Terafab pilot fabSource: https://en.wikipedia.org/wiki/Terafab — small-batch AI5 production planned 2026conf 50%
- 2027-02-10pendingQ2 window check-in (50%)
- 2027-07-03pendingQ3 window check-in (75%)
- 2027-06-01 → 2028-12-31pendingTerafab reaches initial 100K wafer-starts/month capacity milestoneHow: Terafab publicly confirms 100K wpm capacity online (initial target)Source: https://markets.financialcontent.com/stocks/article/marketminute-2026-4-9-the-18a-renaissance-intel-and-musks-terafab-project-redefines-global-ai-computeconf 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
Raw metadata
{
"trf": 0.9966948243434199,
"kappa": 0.8684,
"base_rate": 0.5,
"predictor": "Peter Diamandis",
"total_llr": -1.6218604324326575,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": 0.6190392084062236,
"bayes_factor": "3.8:1 against",
"blend_reason": "blend 30% inside / 69% outside (TRF=0.997, base_rate=0.500 from energy_grid_rebuild_5y)",
"inside_prior": 0.65,
"kappa_source": "predictor_table",
"n_milestones": 4,
"blend_applied": true,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.8597159999999999,
"label": "Musk publicly announces Terafab project (Tesla + xAI + SpaceX + Intel)",
"weight": 0.4,
"strength": "weak",
"confidence": 0.99,
"source_url": null,
"adjusted_llr": -0.3485848408823186,
"expected_date": "2026-03-21",
"measurement_criterion": "Elon Musk publicly announces Terafab joint venture targeting 1 TW/yr AI compute (50x current 20 GW)"
},
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.8423479999999999,
"label": "Intel formally joins Terafab as manufacturing partner",
"weight": 0.4,
"strength": "weak",
"confidence": 0.97,
"source_url": null,
"adjusted_llr": -0.341542722884696,
"expected_date": "2026-04-07",
"measurement_criterion": "Intel publicly confirms Terafab partnership and contribution of foundry expertise"
},
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.7381399999999999,
"label": "Bernstein / external analysts publish capex feasibility critique (~$5T to hit 1 TW)",
"weight": 0.4,
"strength": "weak",
"confidence": 0.85,
"source_url": null,
"adjusted_llr": -0.2992900148989604,
"expected_date": "2026-04-09",
"measurement_criterion": "Bernstein Research publicly estimates ~$5T capex required for full 1 TW Terafab target"
},
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.8249799999999999,
"label": "Tesla picks Intel 14A process for Austin Terafab pilot AI5 chip",
"weight": 0.4,
"strength": "weak",
"confidence": 0.95,
"source_url": null,
"adjusted_llr": -0.33450060488707345,
"expected_date": "2026-04-23",
"measurement_criterion": "Tesla / Intel public confirmation that AI5 chip uses Intel 14A node at Austin Terafab"
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.302313622959606,
"outside_weight": 0.697686377040394,
"posterior_prob": 0.4469270526509776,
"posterior_logit": -0.7048789751468246,
"predictor_brier": 0.02669,
"inside_posterior": 0.3307313852994179,
"blended_posterior": 0.4469270526509776,
"reference_class_id": "energy_grid_rebuild_5y",
"total_adjusted_llr": -1.3239181835530482,
"predictor_n_resolved": 14
}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_COMPUTE_10GW_2028 Compute: 10GW total by Dec 2028 | 40.0% | 0.650 | 0.050 | -0.174 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.650 | +0.126 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.650 | +0.114 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.650 | +0.096 |
| killer | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | 20.0% | 0.050 | 0.650 | +0.066 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_COMPUTE_10GW_2028 | Compute: 10GW total by Dec 2028 | compute_scale | — |
| correlate | S_GRID_50GW_2027 | 50GW dedicated AI/data center grid by Dec 2027 | energy_grid_expansion | — |
| correlate | S_COMPUTE_100GW_2030 | Compute: 100GW national-scale by Dec 2030 | compute_scale | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| 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 (7)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.645 | github_release | tensorflow/tensorflow v2.17.0 | — | mentions | pending | 2024-07-11 |
| 0.641 | github_release | tensorflow/tensorflow v2.17.0-rc1 | — | mentions | pending | 2024-07-02 |
| 0.641 | github_release | tensorflow/tensorflow v2.17.0-rc0 | — | mentions | pending | 2024-06-18 |
| 0.607 | github_release | tensorflow/tensorflow v2.21.0 | — | mentions | pending | 2026-03-06 |
| 0.576 | edgar_8k | TERAWULF INC. (WULF) (CIK 0001083301) | — | mentions | pending | 2026-05-08 |
| 0.573 | edgar_8k | Arista Networks, Inc. (ANET) (CIK 0001596532) | — | mentions | pending | 2026-06-02 |
| 0.557 | edgar_8k | Trane Technologies plc (TT) (CIK 0001466258) | — | mentions | pending | 2026-06-05 |
Raw metadata
{
"nia": false,
"qty": "1TW/year (50x current)",
"url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
"mode": "FORECAST",
"role": "Host",
"context": "terapab is 1 terowatt per year of AI compute. 50 times the current global output of 20 gawatt. Uh, pretty amazing, surpassing all the fabs on Earth.",
"verbatim": "terapab is 1 terowatt per year of AI compute. 50 times the current global output of 20 gawatt.",
"direction": "NUMERIC_TARGET",
"timeframe": "Terafab buildout",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Musk publicly announces Terafab project (Tesla + xAI + SpaceX + Intel)",
"source": "https://en.wikipedia.org/wiki/Terafab — announced March 21 2026",
"status": "overdue",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.99,
"expected_date": "2026-03-21",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Elon Musk publicly announces Terafab joint venture targeting 1 TW/yr AI compute (50x current 20 GW)"
},
{
"kind": "llm_pre_event",
"label": "Intel formally joins Terafab as manufacturing partner",
"source": "https://www.cio.com/article/4155419/intel-bets-on-terafab-to-help-it-reassert-itself-in-the-ai-chip-race.html",
"status": "overdue",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.97,
"expected_date": "2026-04-07",
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"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Intel publicly confirms Terafab partnership and contribution of foundry expertise"
},
{
"kind": "llm_pre_event",
"label": "Bernstein / external analysts publish capex feasibility critique (~$5T to hit 1 TW)",
"source": "https://markets.financialcontent.com/stocks/article/marketminute-2026-4-9-the-18a-renaissance-intel-and-musks-terafab-project-redefines-global-ai-compute",
"status": "overdue",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.85,
"expected_date": "2026-04-09",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Bernstein Research publicly estimates ~$5T capex required for full 1 TW Terafab target"
},
{
"kind": "llm_pre_event",
"label": "Tesla picks Intel 14A process for Austin Terafab pilot AI5 chip",
"source": "https://www.technology.org/2026/04/23/tesla-picks-intels-14a-process-for-musks-austin-terafab-project/",
"status": "overdue",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.95,
"expected_date": "2026-04-23",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Tesla / Intel public confirmation that AI5 chip uses Intel 14A node at Austin Terafab"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2026-09-20",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Austin Terafab pilot fab achieves first wafer-out (small-batch AI5 production)",
"source": "https://en.wikipedia.org/wiki/Terafab — small-batch AI5 production planned 2026",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.5,
"expected_date": "2027-01-30",
"research_origin": "deep_research",
"expect
... (truncated)