xAI Colossus Phase 2 will consume approximately 1.5 gigawatts of power — city-scale demand for a single facility, making it among the first AI DCs to exceed 1 GW peak draw.
Predictor: Elon Musk
Prediction text
xAI Colossus Phase 2 will consume approximately 1.5 gigawatts of power — city-scale demand for a single facility, making it among the first AI DCs to exceed 1 GW peak draw. | Colossus 2 ribbon-cutting
Key catalyst: Colossus 2 ribbon-cutting
Watch events: TVA interconnection; Memphis firm-power contracts; xAI disclosures
Resolution evidence
xAI Memphis / Colossus 1 at ~0.25 GW (200K H100s); Colossus 2 planning documents filed with TVA disclose ~1-1.5 GW target. Musk public statements consistent.
Predictor: Elon Musk
Calibration plot (stated vs observed)
Evidence about this node from Elon Musk 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
- 2026-01-17hitxAI Colossus 2 hits 1 GW operational capacityHow: xAI Colossus 2 confirmed operational at >=1 GW power draw; first gigawatt-scale AI training clusterSource: EONMSK + Interesting Engineering — 'xAI Activates Colossus 2: World's first Gigawatt-scale AI training cluster'conf 99%
- 2026-04-15hitColossus 2 expands to 1.5 GW operational capacityHow: Musk announces upgrade to 1.5 GW operating capacity, adding ~250,000 GPUs (taking total to ~850,000)Source: AllAboutAI / SemiAnalysis — '1.5 GW upgrade by April 2026'conf 95%Notes: Per SemiAnalysis April 2026 reporting; matches exact INF_017 thesis number.
- 2026-05-05overdueQ1 window check-in (25%)
- 2026-09-06pendingQ2 window check-in (50%)
- 2026-06-01 → 2027-06-30pendingColossus complex reaches 2 GW with third Memphis buildingHow: xAI Colossus complex (incl. third Memphis building) reaches 2 GW total capacity with 555,000+ GPUs operationalSource: Introl — 'xAI Colossus Hits 2 GW: 555,000 GPUs, $18B, Largest AI Site January 2026'conf 85%
- 2026-12-31pendingFive US data centers each draw >1 GW peak by 2026 year-endHow: By end of 2026, at least 5 US AI data centers (xAI, Stargate, Meta Hyperion, Google Iowa, Microsoft Wisconsin) each draw >1 GW peak powerSource: INF_017 thesis context: 'By 2026, five US data centers projected to draw >1 GW each at peak'conf 65%
- 2027-01-08pendingQ3 window check-in (75%)
- 2027-06-30pendingSolaris turbine capacity for xAI exceeds 1.1 GWHow: Solaris confirms >=1.1 GW operating turbine capacity dedicated to xAI by Q2 2027 with ~425 MW available for additional contractingSource: SemiAnalysis Colossus 2 deep-diveconf 70%
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": 0.8095624358559674,
"kappa": 0.6429,
"base_rate": 0.5,
"predictor": "Elon Musk",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": 0.06684658929951415,
"bayes_factor": "1.3:1 against",
"blend_reason": "blend 43% inside / 56% outside (TRF=0.810, base_rate=0.500 from energy_grid_rebuild_5y)",
"inside_prior": 0.5167054271513069,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "quartile_checkpoint",
"kappa": 0.6429,
"label": "Q1 window check-in (25%)",
"weight": 0.05,
"strength": "weak",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.2606735180027389,
"expected_date": "2026-05-05",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.4333062949008228,
"outside_weight": 0.5666937050991772,
"posterior_prob": 0.4790157262342566,
"posterior_logit": -0.19382692870322477,
"predictor_brier": 0.01,
"inside_posterior": 0.4516944054652034,
"blended_posterior": 0.4790157262342566,
"reference_class_id": "energy_grid_rebuild_5y",
"total_adjusted_llr": -0.2606735180027389,
"predictor_n_resolved": 2
}Network propagation neighbors
No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.
Prerequisites (4)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_COMPUTE_1GW_2027 | Compute: 1GW operational by Jun 2027 | compute_scale | — |
| correlate | 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_STARGATE_FAILURE | Stargate failure: <500MW by 2029 | compute_scale | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2027-12-31 | [Energy/Regulation 2027-12] [INF_017] TVA interconnection; Memphis firm-power contracts; xAI disclosures | pending |
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | partial | thesis_timeline_v1.0_import | xAI Memphis / Colossus 1 at ~0.25 GW (200K H100s); Colossus 2 planning documents filed with TVA disclose ~1-1.5 GW target. Musk public statements consistent. |
Raw metadata
{
"nia": false,
"qty": "1.5 GW",
"mode": "FORECAST",
"role": "Cited-CEO",
"context": "By 2026, five US data centers are projected to draw >1 GW each at peak — each equivalent to a commercial nuclear reactor's continuous output.",
"to_year": 2027,
"conv_cues": "specific GW; announced facility",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "2026-2027",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "xAI Colossus 2 hits 1 GW operational capacity",
"source": "EONMSK + Interesting Engineering — 'xAI Activates Colossus 2: World's first Gigawatt-scale AI training cluster'",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.99,
"source_url": "https://www.eonmsk.com/2026/01/17/xai-activates-colossus-2-the-worlds-first-gigawatt-scale-ai-training-cluster/",
"expected_date": "2026-01-31",
"observed_date": "2026-01-17",
"research_origin": "deep_research",
"measurement_criterion": "xAI Colossus 2 confirmed operational at >=1 GW power draw; first gigawatt-scale AI training cluster"
},
{
"kind": "llm_pre_event",
"label": "Colossus 2 expands to 1.5 GW operational capacity",
"notes": "Per SemiAnalysis April 2026 reporting; matches exact INF_017 thesis number.",
"source": "AllAboutAI / SemiAnalysis — '1.5 GW upgrade by April 2026'",
"status": "hit",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.95,
"source_url": "https://newsletter.semianalysis.com/p/xais-colossus-2-first-gigawatt-datacenter",
"expected_date": "2026-04-30",
"observed_date": "2026-04-15",
"research_origin": "deep_research",
"measurement_criterion": "Musk announces upgrade to 1.5 GW operating capacity, adding ~250,000 GPUs (taking total to ~850,000)"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2026-05-05",
"observed_date": null,
"miss_emitted_at": "2026-05-13T22:12:36.268347+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2026-09-06",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Colossus complex reaches 2 GW with third Memphis building",
"source": "Introl — 'xAI Colossus Hits 2 GW: 555,000 GPUs, $18B, Largest AI Site January 2026'",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.85,
"source_url": "https://introl.com/blog/xai-colossus-2-gigawatt-expansion-555k-gpus-january-2026",
"expected_date": "2026-12-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-06-30",
"from": "2026-06-01"
},
"measurement_criterion": "xAI Colossus complex (incl. third Memphis building) reaches 2 GW total capacity with 555,000+ GPUs operational"
},
{
"kind": "llm_post_event",
"label": "Five US data centers each draw >1 GW peak by 2026 year-end",
"source": "INF_017 thesis context: 'By 2026, five US data centers projected to draw >1 GW each at peak'",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.65,
"expected_date": "2026-12-31",
"research_origin": "training",
"measurement_criterion": "By end of 2026, at least 5 US AI data centers (xAI, Stargate, Meta Hyperion, Google Iowa, Microsoft Wisconsin) each draw >1 GW peak power"
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
... (truncated)