The New World

The New World / Scenario Observatory

The future changes.
The forecast is updated.

Five scenarios for 2026–2035. The forces that shift their weight, a reconstruction since 2022 and a register that preserves every revision.

Latest entry4 Oct 2026
Modelv2
AuthorGianpaolo Marcucci

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The distribution
of scenarios.

The initial weights coincide with the report. New distributions will enter the register on this page; the report and the overview preserve the research framework.

Subjective working probabilities, normalised to 100% across the five scenarios. They are dominant analytical regimes and may share some mechanisms; they do not exhaust every possible future. Select a scenario to see what favours it and what weakens it.

S1 · 30% in the latest entry

Managed multipolarity

Diffused AI, more poles, selective cooperation.

What raises its weight

  • AI improves productivity and margins across several economies and user sectors.
  • Inflation and energy prices normalise without a deep recession.
  • Trade, investment and payments remain interoperable across blocs.

What lowers its weight

  • Innovation concentrates in a single pole without diffusing.
  • New barriers and persistent shocks outweigh efficiency gains.

The test that matters

It takes both broad-based productivity and resilient international networks: one strong quarter of GDP is not enough.

InvestmentsGlobal equities, automation and networks; check the cost of capital and duplications already present in the portfolio. Instruments ↗
Digital financeInteroperable stablecoins and tokenisation can ease trade. Demand for BTC remains a separate variable.

How the picture
has moved.

From the inflationary trauma of 2022 to the interplay between technology and fragmentation. One chart to compare the direction of the five hypotheses.

2022–2025: retrospective reconstruction, prepared on 12 September 2026. There is no archive here of probabilities expressed at the time. The dashed points are retrospective weights; the model's actual register begins on 12 September 2026. The sources document the context, not these percentages.
ReconstructionRegister from 12/09/2026
Scenario probabilities: 2022–2025 reconstruction and register from 12 September 2026Dashed lines are a retrospective reconstruction, not forecasts made at the time. The table below lists all values.Scenario weight (%)01020304050S1 · 31 Dec 2022: 20% · reconstructionS1 · 31 Dec 2023: 25% · reconstructionS1 · 31 Dec 2024: 35% · reconstructionS1 · 31 Dec 2025: 30% · reconstructionS1 · 12 Sept 2026: 35% · entryS1 · 4 Oct 2026: 30% · entryS2 · 31 Dec 2022: 10% · reconstructionS2 · 31 Dec 2023: 20% · reconstructionS2 · 31 Dec 2024: 25% · reconstructionS2 · 31 Dec 2025: 25% · reconstructionS2 · 12 Sept 2026: 25% · entryS2 · 4 Oct 2026: 25% · entryS3 · 31 Dec 2022: 40% · reconstructionS3 · 31 Dec 2023: 30% · reconstructionS3 · 31 Dec 2024: 20% · reconstructionS3 · 31 Dec 2025: 25% · reconstructionS3 · 12 Sept 2026: 20% · entryS3 · 4 Oct 2026: 25% · entryS4 · 31 Dec 2022: 15% · reconstructionS4 · 31 Dec 2023: 10% · reconstructionS4 · 31 Dec 2024: 10% · reconstructionS4 · 31 Dec 2025: 10% · reconstructionS4 · 12 Sept 2026: 10% · entryS4 · 4 Oct 2026: 10% · entryS5 · 31 Dec 2022: 15% · reconstructionS5 · 31 Dec 2023: 15% · reconstructionS5 · 31 Dec 2024: 10% · reconstructionS5 · 31 Dec 2025: 10% · reconstructionS5 · 12 Sept 2026: 10% · entryS5 · 4 Oct 2026: 10% · entry202220232024202512 Sept 20264 Oct 2026
Model entry · 4 Oct 2026

2026-Q3 revision: the energy shock becomes a regime

The US–Iran ceasefire expired on 17 August. In mid-September three simultaneous disruptions (the East–West pipeline, a vessel struck in the Strait of Hormuz, the blockade of Bab el-Mandeb) pushed Brent to about $107 on 13 September; at quarter-end it remains close to $100, up 29% over the quarter. Inflation turned up again: euro area 3.8% in September with energy at +18.8%; United States 3.4% in August with energy at +16.3%. The ECB (10 September, deposit rate 2.50%) and the Fed (16 September, 3.75–4.00%, the first hike in three years) raised rates; the 10-year Treasury ended the quarter at 5.29%, up 88 basis points. On the technology side, Nvidia reported quarterly revenue of $96.2 billion (+106% y/y) with guidance of $108 billion; the S&P 500 gained 2.0% and the Russell 2000 lost 7.5% over the quarter: a concentrated rally. China shows a stimulus-supported stabilisation (manufacturing PMI 50.1 in September after two months of contraction, Q2 GDP +4.3%). COFER 2026Q2: the dollar at 56.7% (from 57.2%), the euro at 20.6%. The ECB raised its 2027 euro-area growth projection to 1.4%.

Scenario reading

S1 from 35% to 30%; S3 from 20% to 25%; S2, S4 and S5 unchanged. The duration and transmission of the shock (double-digit energy inflation, Fed and ECB hikes, higher real yields) meet the persistence criterion the model requires for S3; the five points are taken from S1 because selective cooperation is the most compromised condition. S2 stays at 25%: AI capex and revenues confirm capacity, but diffused productivity is not yet verified and higher rates weigh on valuations. S4 at 10%: China’s stabilisation still depends on stimulus. S5 at 10%: the yield signal is recorded but not yet accompanied by credit stress; separating S5A and S5B with their own weight is the first model change planned for the Q4 revision.

S1 30%-5 ppS2 25%0 ppS3 25%+5 ppS4 10%0 ppS5 10%0 pp

Change from the previous entry.

All weights (%) · each row sums to 100
DateS1S2S3S4S5Nature of the point
31 Dec 202220%10%40%15%15%Reconstruction
31 Dec 202325%20%30%10%15%Reconstruction
31 Dec 202435%25%20%10%10%Reconstruction
31 Dec 202530%25%25%10%10%Reconstruction
12 Sept 202635%25%20%10%10%First entry
4 Oct 202630%25%25%10%10%Revision 2026-Q3
How to read the reconstruction and the reference to 2021

2021 is the year Dalio's book was published. Our application dates from 2026: it does not attribute to the report's author forecasts recorded since 2021. The series begins in 2022, as a reconstruction of the context that followed the book.

The 2022–2025 weights are an analytical proposal in steps of five percentage points, built with the report's categories and anchored to dated sources. They do not derive from an estimated statistical model or from probabilities supplied by the IMF, the ECB or Stanford. A different reasonable reading may assign different weights.

A retrospective limitation is unavoidable: we already know the events, and some sources were published after the year being reconstructed. In particular, the AI Index 2024 describes 2023, and S5 in 2022 concerns mainly debt, before the current cycle of investment in generative AI.

The lines connect discrete points; there are no intermediate monthly or quarterly observations. This reconstruction is not used to compute Brier scores or to claim accuracy. The first recorded point is that of 12 September 2026; the continuous stretch will emerge with future revisions.

Which signal
shifts the weight?

What matters is how much a new piece of evidence distinguishes one scenario from the others. More news about the same cause is not independent confirmation.

The last recorded distribution is maintained.

Sensitivity simulation. The multipliers are illustrative assumptions, not estimated likelihood ratios. The selection does not change the official weights.

Simulated distribution / change from the recorded entry
S130%0 pp
S225%0 pp
S325%0 pp
S410%0 pp
S510%0 pp
Simulation rule

New weight = recorded weight × multiplier, divided by the sum of the five products. Rounding to whole numbers is distributed so as to preserve the 100% total.

S1 × 1 · S2 × 1 · S3 × 1 · S4 × 1 · S5 × 1

Only one family of evidence is explored at a time. A real revision requires assessing intensity, persistence, contrary data and dependencies between signals; the model does not apply these multipliers to the register automatically.

Capability → results

Better models and more capex are signals of capability. Productivity, external revenues and cash flows verify that the benefit is economic.

Shock → persistence

For S3, duration and transmission matter: a temporary price rise does not carry the same weight as persistent inflation and dearer credit.

Scale → distribution

The S1–S2–S4 comparison depends on where the benefits spread: across several poles, mainly the US, or the Chinese industrial base.

The open test in 2026. The IMF's July update describes simultaneous technological tailwinds and war-related headwinds. We maintain the report's initial distribution, but the persistence of the energy shock and its financial transmission are evidence that may call for more weight on S3. IMF, July 2026 ↗

One quarter at a time.
Without rewriting the past.

Each entry preserves what was forecast, what happened, the errors acknowledged and the reason for any new weights.

v2 · 4 Oct 2026

2026-Q3 revision: the energy shock becomes a regime

Quarter reviewed: 2026-Q3
Quarterly revision
S1 30%-5 ppS2 25%0 ppS3 25%+5 ppS4 10%0 ppS5 10%0 pp

What happened

The US–Iran ceasefire expired on 17 August. In mid-September three simultaneous disruptions (the East–West pipeline, a vessel struck in the Strait of Hormuz, the blockade of Bab el-Mandeb) pushed Brent to about $107 on 13 September; at quarter-end it remains close to $100, up 29% over the quarter. Inflation turned up again: euro area 3.8% in September with energy at +18.8%; United States 3.4% in August with energy at +16.3%. The ECB (10 September, deposit rate 2.50%) and the Fed (16 September, 3.75–4.00%, the first hike in three years) raised rates; the 10-year Treasury ended the quarter at 5.29%, up 88 basis points. On the technology side, Nvidia reported quarterly revenue of $96.2 billion (+106% y/y) with guidance of $108 billion; the S&P 500 gained 2.0% and the Russell 2000 lost 7.5% over the quarter: a concentrated rally. China shows a stimulus-supported stabilisation (manufacturing PMI 50.1 in September after two months of contraction, Q2 GDP +4.3%). COFER 2026Q2: the dollar at 56.7% (from 57.2%), the euro at 20.6%. The ECB raised its 2027 euro-area growth projection to 1.4%.

What we missed

On 12 September we left S3 at 20%, treating the energy shock as “already happened”: its transformation into a regime (two central banks hiking, the 10-year above 5%) was already readable in the July and August data. We underestimated the fiscal and rates channel: +88 basis points on the 10-year in one quarter is a signal of sub-case S5B (fiscal stress), which the model does not measure with a column of its own. The three registered questions remain open; the criticism received on their calibration (priors too cautious) is well founded, but by rule priors are not changed after registration: it will remain visible in the Brier score.

Decision on the weights

S1 from 35% to 30%; S3 from 20% to 25%; S2, S4 and S5 unchanged. The duration and transmission of the shock (double-digit energy inflation, Fed and ECB hikes, higher real yields) meet the persistence criterion the model requires for S3; the five points are taken from S1 because selective cooperation is the most compromised condition. S2 stays at 25%: AI capex and revenues confirm capacity, but diffused productivity is not yet verified and higher rates weigh on valuations. S4 at 10%: China’s stabilisation still depends on stimulus. S5 at 10%: the yield signal is recorded but not yet accompanied by credit stress; separating S5A and S5B with their own weight is the first model change planned for the Q4 revision.

To verify next quarter

Brent below or above $90 for two consecutive quarters and the state of the Hormuz talks; the October WEO (question 1, deadline 31/10); US Q3 productivity (BLS, November); AI capex versus revenues in the October–November earnings season; China’s Q3 GDP and consumption; the term premium and the 10-year above 5%; credit spreads and the ECB’s November Financial Stability Review.

v1 · 12 Sept 2026

First entry of the model

Starting point in the current quarter
Initial baseline
S1 35%S2 25%S3 20%S4 10%S5 10%

What happened

First entry: there is no previous quarter in our register to assess.

What we missed

Accuracy not yet measurable; avoid mistaking a convincing reconstruction for demonstrated forecasting skill.

Decision on the weights

Initial distribution 35 / 25 / 20 / 10 / 10. No previous official revision.

To verify next quarter

Broad-based productivity, revenues relative to AI capex, persistence of the energy shock, Chinese domestic demand and debt premia.

Next review: 2026-Q4

Period close: 31 Dec 2026. Compiled after the close, once the relevant sources are available. A statistic not yet published remains "pending"; it is not turned into an outcome.

01 / Compare

Separate genuine surprises, normal fluctuations and data that are still incomplete. Compare each piece of evidence with the recorded forecast.

02 / Decide

Justify the points assigned and those subtracted. Confirming the weights is also a decision to be documented.

03 / Preserve

Add a new dated entry. Previous versions remain in the chart and in the journal; the report's framework remains available for consultation.

Learning
from the outcome.

Three narrowly defined questions recorded on 12 September 2026 make part of the forecast assessable before the 2035 picture is resolved.

0 / 3Questions resolved
—Mean Brier · lower is better
0.25Benchmark: always 50% on a binary event

Initial judgemental priors: 65%, 80%, 60%. The model's own elaboration, not probabilities of the institutions cited. The score is computed only on verified outcomes; three questions are not enough to demonstrate a stable capability. The five scenario probabilities and these three events concern different objects.

65%prior

Global growth 2027

Will the first edition of the October 2026 WEO show a world real growth forecast for 2027 of at least 3.0%?

Open · verification deadline 31 Oct 2026
Verification rule
Use the aggregate world figure from the first October WEO, without replacing it with later revisions. If the edition is not available by 31/10/2026, leave unresolved.

Resolution source ↗

80%prior

Dollar centrality

Will the first COFER release for the fourth quarter of 2026 show a USD share of at least 55.0% of world foreign-exchange reserves?

Open · verification deadline 30 Apr 2027
Verification rule
Use the USD share of the total by currency under the COFER methodology of the first release, excluding gold. A change of perimeter that prevents comparison leaves the question unresolved. Verification deadline: 30/04/2027.

Resolution source ↗

60%prior

AI diffusion in EU enterprises

Will the first Eurostat estimate for 2026 show at least 25.0% of EU enterprises with 10 or more employees using an AI technology?

Open · verification deadline 31 Mar 2027
Verification rule
Table isoc_eb_ai: EU-27, all enterprises with 10 or more employees within the survey perimeter, any AI technology, percentage rounded to one decimal. If absent by 31/03/2027, leave unresolved.

Resolution source ↗

How we measure error

For each binary question: Brier = (initial probability − outcome)², with outcome 1 if the event occurs and 0 if it does not. The mean uses only resolved questions. The initial probabilities and the rules remain preserved even once the answer is known.

A missing data point is not automatically assigned a "no". Statistical revisions and changes of scope must be flagged according to the rules of the individual question. Truly assessing calibration and quality will require many more forecasts, recorded over time with consistent criteria.

Workspace — prepare the next quarterly revision

Complete after the quarter closes. The button downloads the updated fourth page, with the complete register: replace only scenario_observatory.html on the site. Completing the form by itself does not change the online version. Entries already recorded are preserved.

Sum of new weights: 100%. Enter whole numbers totalling 100%.

Outcomes of the recorded questions

Resolve only if the period is verifiable and the source documents the outcome; otherwise leave "Unresolved". Outcomes already recorded are preserved.

Global growth 2027 · prior 65%

Centrality of the dollar · prior 80%

AI diffusion in EU enterprises · prior 60%

The sources.
The documented context.

Institutional documents and methodological references. The scenario percentages and the multipliers remain the model's own elaborations.