How to use: Institutional Memory

Institutional Memory compares the current macro environment to historical episodes. Similarity scores tell you how closely today resembles a past event — and what happened next.

What you're looking at
Episode cards — curated historical macro events with dates, context, and outcome summaries.
Similarity score — 0–100% match between current data patterns and the historical episode.
Outcome panel — what happened to key assets (equities, bonds, FX) in the 3, 6, and 12 months after each episode.
Use this as a base-rate anchor — it doesn't predict the future, but it shows you the historical distribution of outcomes.
Key metrics
Similarity Score
How closely current indicators (CPI, yields, DXY, spreads) match the historical episode's signature. Above 80% = strong analogue.
Outcome Horizon
Historical asset returns measured at 3m, 6m, and 12m after the episode peak. Provides a distribution of outcomes, not a point forecast.
Pro tips
💡Focus on episodes with 80%+ similarity AND a similar regime phase — the combination is a much stronger base rate than similarity alone.
💡Use the worst historical outcome as your risk scenario for position sizing, not the average outcome.
Macro RegimeLate-Cycle Tightening→Shifting towardStagflation Risk72% conf.
• Inflation re-accelerating above Fed target• Labor market resilience limits rate cut probability• Growth slowing in key economies (Germany, China)

Institutional Memory

Similar historical macro episodes and what happened next

Closest Historical Match
2022 US Inflation Surge & Fed Tightening Cycle
88% similarity·2022·inflation, rate-hikes
Historical Episodes — sorted by similarity to today

2022 US Inflation Surge & Fed Tightening Cycle

2022-03-01•US, GB, DE, BR, TR
88%
similarity to today

US CPI reached 9.1% YoY in June 2022 — the highest in 40 years. The Fed embarked on its most aggressive tightening cycle since the 1980s, raising rates by 525bps between March 2022 and July 2023.

Key Indicators at Time

US CPI (Peak)
9.1% YoY (June 2022)
Fed Funds Rate (Start)
0.25%
Fed Funds Rate (End)
5.50%
10Y UST Yield
4.25% (Oct 2022 peak)
DXY Peak
114.8

What Happened Next

→

Fed raised rates 11 times, from 0.25% to 5.50%

→

S&P 500 fell 19.4% in 2022 — worst year since 2008

→

Nasdaq fell over 33% as growth stocks repriced sharply

→

USD strengthened 15% — DXY peaked at 114 in September 2022

→

EM currencies broadly declined — TRY hit record lows, GBP near parity fears

→

Inflation peaked in June 2022 and began gradual decline

→

UK saw gilt market crisis in September 2022 (LDI blow-up)

Asset Impacts

US Equities (S&P 500)
↓ large
US Treasuries
↓ large
USD (DXY)
↑ large
Gold
↕ small
EM Bonds
↓ large