LIVE

BANFORDAI U.S. 3-MODEL STACK

Sustainable investing with BanfordAI.

The same three-model operating stack used on the Korean dashboard is applied to the U.S. market: RL swing, Stock 4-Weather, and ETF 4-Weather against one S&P 500 benchmark.

Lead model - -

S&P 500 alpha - same-start comparison

Macro backdrop Loading FRED context pending

Open Strategy Lab Market leaders Macro

Strategy performance trend

Only the three active U.S. models and the S&P 500 benchmark are shown here.

AI Economist Council 1.2 Checking agreement

What 12 AI economists think about the U.S. macro tape

Loading the current macro consensus, market reaction, and minority views.

Aggregate -

Stable -

Conviction -

Disagreement -

Council score vs S&P 500

Observation pending

Open Macro

Checking minority views.

Strategy comparison map

The active U.S. stack is compared like Korea: return, volatility, alpha, and risk quality in one map.

Lower volatility Strategy color

Annualized volatility YTD return

BFD U.S. 4-WEATHER AI

Choose a risk style. See the ETF mix.

Four profiles use the same market-weather engine, then adjust ETF weights for calmer or more aggressive behavior. This is a public simulation view for research and education, not a brokerage account or investment advice.

1Pick a profile 2Check the ETF mix 3Read the weather mode

What it holds now

Current ETF mix

Weights checking

Live Simulation means a realistic model-following simulation: signals are generated after the U.S. regular session close, portfolio changes are executed at the next available regular-session open, and transaction-cost assumptions are included. It is not a real-money account statement.

Market weather

Normal / Watch / Stress

Weather overlay

Weight history

How the ETF mix changed

5% weight steps

Rebalance story

Why the mix changed

Plain-English PM notes

Walk-forward validation

Research periods vs S&P 500 (SPY) and 60/40 SPY/IEF

Research layer

Strategy simulation board

Three active U.S. models run the same operating philosophy as Korea. Legacy Image, RL 1.0, RL challenger, Alpha, and Sector models are kept in Research Archive.

Audit pending

MARKET INTELLIGENCE

U.S. market intelligence

Public U.S. stock and ETF leaders are separated from BanfordAI model data, then read with S&P 500 and Nasdaq context.

Loading market date

Loading U.S. market intelligence.

ECONOMIC INDICATORS

Macro command center

U.S. macro temperature, recession risk, rates, inflation, credit, volatility, and the S&P 500 reaction in one readable console.

Macro detail

Observation pending Loading

U.S. macro temperature -

Calculating regime.

Risk-off Neutral Recovery

Macro vs S&P 500

Temperature, recession risk, and equity reaction

What is driving the signal?

Supportive factors vs pressure factors

EMAIL UPDATES

Email updates

Receive U.S. strategy performance, S&P 500 alpha, risk, and macro-regime updates when the public dashboard changes.

No spam. Public dashboard updates only.