🧠 Technology & AI risk-off · 1–3 years
A what‑if from the future

What if a top bank purges a third of its branches for AI and robots?

A single bank's branch purge is a microcap headcount story, not a macro driver; the listed +2% Nvidia/semis cascade is the model over-reading one efficiency-ratio bump as the whole AI-capex wave. Cleaner trade: long the bank's own multiple on cost-out (rhymes with JPMorgan's 2010s branch-rationalization re-rating) rather than chasing GPUs. Skeptical note: teller cuts run on cheap software, not humanoid silicon, so the robotics read is misattributed.

28%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 28% · 90% range 10–45% · 40 analogues · measured class tech_ai_bull 57% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 57% in 3 yr57%
Analyst prior · editorial share 49% of the class28%
Pooled · weight 87%28%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)28%
Published28%

The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.

The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 1–3 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. A top bank closes a third of branches for robotic micro-branches and AI, cutting teller jobs and lifting efficiency ratios. The trigger decomposes into signed root‑shocks — Job displacement ▲ · Financial conditions ▲ — which propagate through our causal graph to the markets below.

If it happens — the markets it would move

Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.

MarketClassProjected move
1Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.5–+0.09% · other way +0.03% (n=12)
2S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.37–+0.06% · other way +0.29% (n=12)
3Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -15.9–+1.16% · other way -3.45% (n=11)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.2%
hist -1.01–+0.29% · other way +23.19% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Long
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small cash hedge.

Historical precedent — what analogous events actually did

Across 40 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.

TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Megacap AI-capex doubt selloff 2024-07 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Kaisa Group offshore default 2021-12 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Portugal requests EU-IMF bailout 2011-04 Greece first EU/IMF bailout 2010-05 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 Northern Rock bank run 2007-09 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04 Turkey lets the lira float 2001-02 Mexico $50bn international rescue package 1995-01 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Penn Square Bank failure 1982-07 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Marvell's Q3 FY2025 AI-silicon results drive a record surge 2024-12 TSMC's Q3 2024 blowout lifts shares on surging AI demand 2024-10 ASML bookings-miss crash 2024-10 Strong September 2024 jobs report reprices the Fed path 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Nvidia slips despite a Q2 FY2025 earnings beat 2024-08 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Nikkei 225 record single-day rebound 2024-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-12.4% · 5d -9.1%81%20 0.42✓ matches cascade
Bitcoin BTCSHORT-3.6% · 5d -2.0%71%21 0.32·
High-yield credit HYGSHORT-0.4% · 5d -0.0%64%35 0.23·
Gold XAULONG+0.6% · 5d +0.3%58%37 0.15·
MSTR MSTRSHORT-0.8% · 5d -2.9%58%37 0.14✓ matches cascade
Volatility VIXLONG+4.2% · 5d +1.3%52%38 0.03·
US dollar DXYLONG+0.3% · 5d +0.1%52%40 0.03·
10y yield DGS10SHORT-10bp · 5d -5bp52%40 0.03·
NDX NDXSHORT-0.3% · 5d -1.6%47%39 0.00✓ matches cascade
SPX SPXSHORT-0.2% · 5d -0.0%38%40 0.00✓ matches cascade

Why this probability

Branch automation is real trend but closing a third + robotic micro-branches in 1-3yr is aggressive. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.