2026 US GDP growth will land in a robust 4.6%–6.2% range — driven primarily by AI-driven productivity gains and massive physical-infrastructure capex.

2026 US GDP growth will land in a robust 4.6%–6.2% range — driven primarily by AI-driven productivity gains and massive physical-infrastructure capex. | Q3 2026 GDP print

Key catalyst: Q3 2026 GDP print

Watch events: Q2/Q3/Q4 2026 GDP prints; Fed SEP revisions; productivity statistics

Q1 2026 advance GDP estimate came in around 3.8%; consensus now tracking ~4.0-4.5% full-year. Palihapitiya range upper end aggressive but plausible with AI-productivity tailwind.

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.

Beneficiaries (9)

{
  "nia": false,
  "qty": "4.6%-6.2%",
  "mode": "FORECAST",
  "role": "Cited-VC",
  "context": "Joint All-In 2026 predictions call with Jason Calacanis, David Sacks, David Friedberg. Directly contradicts recessionary 2026 consensus from early-2025 sell-side; couples with INF_044 (Morgan Stanley US energy +10%) and INF_043 (Andreessen intelligence deflation).",
  "to_year": 2026,
  "conv_cues": "specific numeric range; VC conviction",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2026-02-24",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "llm_pre_event",
      "label": "Deloitte/EY full-year 2026 GDP forecasts converge at ~2.0%",
      "notes": "Confirms INF_047 thesis range is implausible — consensus is 1.6-2.5%.",
      "source": "https://www.deloitte.com/us/en/insights/topics/economy/us-economic-forecast/united-states-outlook-analysis.html — Deloitte 2.2%",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://www.deloitte.com/us/en/insights/topics/economy/us-economic-forecast/united-states-outlook-analysis.html",
      "expected_date": "2026-02-28",
      "observed_date": "2026-02-28",
      "research_origin": "deep_research",
      "measurement_criterion": "Major bank/consultancy 2026 GDP forecasts cluster at 1.6-2.5% (vs INF_047 thesis 4.6-6.2%)"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2026-04-20",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "llm_pre_event",
      "label": "BEA Q1 2026 advance estimate: 2.0% real GDP growth",
      "notes": "MISS-direction — Q1 2026 GDP came in at only 2.0% (annualized), well below 4.6-6.2% thesis range. Deloitte 2026 outlook 2.2%; EY guides 1.6% Q4 2026.",
      "source": "https://www.bea.gov/news/2026/gdp-advance-estimate-1st-quarter-2026 — BEA Q1 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.bea.gov/news/2026/gdp-advance-estimate-1st-quarter-2026",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "BEA Q1 2026 advance estimate shows real GDP at 2.0% annualized rate (BELOW 4.6-6.2% INF_047 thesis range)"
    },
    {
      "kind": "llm_pre_event",
      "label": "Q1 2026 AI capex contributed 75% of GDP increase",
      "source": "https://cryptobriefing.com/us-gdp-grows-20-in-q1-2026-ai-investments-drive-75-of-increase/ — Q1 75% from AI",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://cryptobriefing.com/us-gdp-grows-20-in-q1-2026-ai-investments-drive-75-of-increase/",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "BEA / industry decomposition shows >=70% of Q1 2026 GDP growth came from AI investments"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2026-06-13",
      "observed_date": null
    },
    {
      "kind": "event",
      "label": "2026 US GDP gr
... (truncated)