Learn the words.
See the system.

Every term has a short answer and a deeper one. Search in plain English, then open the technical layer when you want it.

88 definitions shown

The economy

Output, work, and prices

The forces that describe production, labor, purchasing power, and the expectations behind them.

01

Economic Growth

UNIT · %

How quickly real economic output is expanding.

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TECHNICAL DESCRIPTION

Growth is the change in inflation-adjusted output. It reflects spending, investment, government activity, and trade.

WHY IT MATTERS

Growth drives hiring, profits, credit demand, and eventually policy.

COMMON MISCONCEPTION

Growth can accelerate without inflation when productivity or labor supply improves.

CONNECTED IDEAS

Earnings · Employment · Credit · Unemployment · Inflation · NOI growth

02

Unemployment

UNIT · %

The share of people seeking work who cannot find it.

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TECHNICAL DESCRIPTION

Unemployment measures unused labor, but it lags the cycle. Companies often slow hiring before layoffs begin.

WHY IT MATTERS

Labor slack influences wage bargaining, household demand, defaults, and inflation.

COMMON MISCONCEPTION

Participation changes can move the rate even when hiring barely changes.

CONNECTED IDEAS

Growth · Hiring · Claims · Wages · Consumption · Inflation

03

Wage Growth

UNIT · %

How quickly worker pay is increasing.

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TECHNICAL DESCRIPTION

Wages respond to labor demand, worker availability, productivity, and inflation expectations.

WHY IT MATTERS

Wages support spending but can sustain service inflation when they outrun productivity.

COMMON MISCONCEPTION

Productivity gains can support faster wages without the same inflation pressure.

CONNECTED IDEAS

Unemployment · Inflation expectations · Inflation · Margins · Spending

04

Inflation

UNIT · %

How quickly the general price level is rising.

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TECHNICAL DESCRIPTION

Inflation can come from demand, scarce supply, wages, housing, commodities, or expectations. Its cause determines what follows.

WHY IT MATTERS

Inflation changes purchasing power, Fed policy, bond yields, margins, and valuations.

COMMON MISCONCEPTION

A supply shock can raise inflation while growth weakens.

CONNECTED IDEAS

Wages · Demand · Commodities · Fed Funds · Yields · Real income

05

Inflation Expectations

UNIT · %

The inflation rate people and markets expect ahead.

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TECHNICAL DESCRIPTION

Expectations influence wages, price setting, and the compensation bondholders demand.

WHY IT MATTERS

Expectations can turn a temporary price move into a persistent one.

COMMON MISCONCEPTION

Market measures also contain liquidity and risk premia.

CONNECTED IDEAS

Observed inflation · Policy credibility · Wages · Long yields · Inflation

Policy and liquidity

The Fed and financial plumbing

The tools that influence the price and availability of money across the financial system.

01

Fed Funds

UNIT · %

The short-term policy rate targeted by the Federal Reserve.

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TECHNICAL DESCRIPTION

The Fed steers overnight rates with administered rates and liquidity tools. Markets care even more about the expected path.

WHY IT MATTERS

It is the main lever for making financial conditions easier or harder.

COMMON MISCONCEPTION

The Fed controls overnight rates, not the 10Y or asset prices directly.

CONNECTED IDEAS

Inflation · Employment · Expectations · SOFR · 2Y yields · Debt costs · Growth

02

Fed Balance Sheet / Liquidity

UNIT · index

Central-bank liquidity available to the financial system.

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TECHNICAL DESCRIPTION

Asset purchases, runoff, reserves, and market plumbing shape how easily cash moves.

WHY IT MATTERS

Liquidity influences risk appetite, market functioning, and financing availability.

COMMON MISCONCEPTION

More reserves do not guarantee more lending when borrowers or banks are impaired.

CONNECTED IDEAS

Fed balance sheet · Funding stress · Credit availability · Spreads · Risk appetite

Interest rates

The price of money through time

Overnight funding, government yields, and the curve connecting different maturities.

01

SOFR

UNIT · %

The overnight cost of cash borrowed against Treasuries.

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TECHNICAL DESCRIPTION

SOFR is based on a large secured funding market and usually tracks the Fed’s rate corridor closely.

WHY IT MATTERS

A huge amount of floating-rate debt resets from SOFR.

COMMON MISCONCEPTION

Quarter-end funding pressure can create small temporary gaps.

CONNECTED IDEAS

Fed Funds · Repo conditions · Floating-rate debt cost

02

2Y Treasury Yield

UNIT · %

The market yield on two-year US government debt.

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TECHNICAL DESCRIPTION

The 2Y bundles today’s rate with expectations for Fed decisions over the next several years.

WHY IT MATTERS

It is a fast-moving read on the expected near-term policy path.

COMMON MISCONCEPTION

A hike can coincide with a falling 2Y if markets expected more.

CONNECTED IDEAS

Fed expectations · Inflation data · Yield curve · Short borrowing rates

03

10Y Treasury Yield

UNIT · %

The yield investors demand to lend to the US government for ten years.

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TECHNICAL DESCRIPTION

Think of the 10Y as future short rates, expected inflation, and term premium. Each can move differently.

WHY IT MATTERS

It anchors mortgages, corporate debt, equity discount rates, and real estate.

COMMON MISCONCEPTION

The 10Y can fall after a hike when recession or future cuts dominate.

CONNECTED IDEAS

Growth · Inflation expectations · Term premium · Debt costs · Cap rates · Valuations

04

Yield Curve

UNIT · bps

The gap between short- and long-term Treasury yields.

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TECHNICAL DESCRIPTION

The curve steepens when long yields rise relative to short yields and inverts when short yields exceed long yields.

WHY IT MATTERS

Its shape affects bank economics and summarizes how markets see the cycle.

COMMON MISCONCEPTION

An inverted curve is a warning signal, not a countdown clock.

CONNECTED IDEAS

2Y yield · 10Y yield · Bank incentives · Cycle signals

Credit

The price and availability of borrowing

Rates are only one part of financing. Risk compensation and lender willingness matter too.

01

Credit Spreads

UNIT · bps

The extra yield borrowers pay over government bonds.

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TECHNICAL DESCRIPTION

Spreads compensate for default loss, liquidity, uncertainty, and risk aversion.

WHY IT MATTERS

Spreads explain why borrower rates can stay high during a crisis despite Fed cuts.

COMMON MISCONCEPTION

Treasury rallies can mask severe tightening in all-in borrowing costs.

CONNECTED IDEAS

Growth · Defaults · Liquidity · Cost of debt · Credit availability

02

Cost of Debt

UNIT · %

The all-in interest cost a borrower pays.

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TECHNICAL DESCRIPTION

Borrowing cost combines a reference rate with a credit spread, fees, and structure.

WHY IT MATTERS

It shapes investment, refinancing risk, cash flow, and asset values.

COMMON MISCONCEPTION

Quoted rates do not matter if lenders will not extend credit.

CONNECTED IDEAS

SOFR · Treasuries · Spreads · Investment · Hiring · Cap rates

03

Credit Availability

UNIT · directional

How willing lenders are to extend financing.

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TECHNICAL DESCRIPTION

Availability captures underwriting, leverage, maturities, and lender capacity, not just the stated rate.

WHY IT MATTERS

A low rate is little help when nobody will lend.

COMMON MISCONCEPTION

Credit can tighten before reported economic data weakens.

CONNECTED IDEAS

Liquidity · Spreads · Bank health · Growth · Transactions · NOI growth

Public markets

Cash flows, risk, and value

The forces investors balance when pricing companies and deciding what return to require.

01

Corporate Earnings

UNIT · %

Profits generated by public companies.

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TECHNICAL DESCRIPTION

Earnings reflect revenue, margins, financing costs, taxes, and operating leverage. Markets price their future path.

WHY IT MATTERS

Expected earnings are the numerator of equity value.

COMMON MISCONCEPTION

Stocks can rise during falling current earnings if the recovery outlook improves.

CONNECTED IDEAS

Growth · Wages · Financing cost · Public equities · Hiring

02

Equity Risk Premium

UNIT · %

The extra return investors demand to own stocks.

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TECHNICAL DESCRIPTION

The premium expands with uncertainty and compresses when investors compete to own risk. It is not directly observable.

WHY IT MATTERS

It can overwhelm both earnings and Treasury-yield moves.

COMMON MISCONCEPTION

Estimates depend heavily on their earnings and growth assumptions.

CONNECTED IDEAS

Volatility · Liquidity · Credit spreads · Public equities · Capital allocation

03

Public Equities

UNIT · index

The market value of listed companies.

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TECHNICAL DESCRIPTION

Prices balance future cash flows against discount rates and risk compensation. A rate move can affect every part.

WHY IT MATTERS

Equities influence wealth, confidence, financing conditions, and corporate decisions.

COMMON MISCONCEPTION

Rates and stocks can rise together when better growth drives both.

CONNECTED IDEAS

Earnings · Yields · Risk premium · Wealth · Capital raising · Confidence

Real estate

Property income and value

The connection between building-level income, required returns, financing, and property prices.

01

NOI Growth

UNIT · %

Growth in property income after operating expenses.

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TECHNICAL DESCRIPTION

NOI changes with rent, occupancy, expenses, concessions, and lease rollover.

WHY IT MATTERS

Strong income growth can offset higher cap rates and protect values.

COMMON MISCONCEPTION

Reported NOI can lag current leasing conditions.

CONNECTED IDEAS

Growth · Rents · Supply · Expenses · Property values · Credit metrics

02

Cap Rates

UNIT · %

A property’s annual NOI divided by its market value.

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TECHNICAL DESCRIPTION

Cap rates reflect yields, growth, property risk, liquidity, and capital demand. A 5% cap is roughly 20× NOI.

WHY IT MATTERS

They connect property income to value and compare real estate with other assets.

COMMON MISCONCEPTION

Cap rates can stay flat while yields rise if income expectations improve.

CONNECTED IDEAS

Treasuries · Debt cost · Risk appetite · Property values · Transactions

03

Property Values

UNIT · index

The price investors assign to real-estate cash flows.

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TECHNICAL DESCRIPTION

Value is driven by NOI, expected growth, cap rates, financing, and liquidity. Appraisals often adjust slowly.

WHY IT MATTERS

Values affect leverage, refinancing, construction, and returns.

COMMON MISCONCEPTION

Sparse transactions can hide falling executable prices.

CONNECTED IDEAS

NOI growth · Cap rates · Liquidity · Leverage · Construction · Transactions

Economic environments

Six ways the world can behave

Regimes change the balance of forces. They are lenses for comparison, not predictions.

01

Soft landing

Inflation cools without a severe recession or large rise in unemployment.

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TECHNICAL DESCRIPTION

Demand slows enough to reduce inflation pressure while output, employment, earnings, and credit remain broadly resilient. In Knock On, this regime dampens some policy-to-growth and credit-spread pathways.

WHY IT MATTERS

The same rate increase can have a milder effect when balance sheets and labor demand remain healthy.

COMMON MISCONCEPTION

A soft landing does not mean every asset rises or that growth never slows.

02

Classic recession

Broad economic demand contracts and businesses reduce activity.

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TECHNICAL DESCRIPTION

Output, employment, earnings, and credit formation weaken together. Safe government yields can fall on expected policy easing while credit spreads widen because default and liquidity risks rise.

WHY IT MATTERS

Falling Treasury yields can coexist with more expensive or less available private credit.

COMMON MISCONCEPTION

Lower policy rates do not automatically make financial conditions easy.

03

Inflation resurgence

Price pressure returns after markets or policymakers expected it to fade.

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TECHNICAL DESCRIPTION

Realized inflation and inflation expectations reprice upward, increasing the expected policy path and the inflation compensation embedded in longer yields. The surprise relative to prior expectations is central.

WHY IT MATTERS

An inflation surprise can move policy expectations, bonds, credit, and valuations at once.

COMMON MISCONCEPTION

A high inflation reading has less immediate market impact when it was already fully expected.

04

Financial crisis

Fear about solvency and market functioning overwhelms normal credit relationships.

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TECHNICAL DESCRIPTION

Risk premia and credit spreads rise, market liquidity deteriorates, and lenders retreat. Policy easing may lower safe rates without repairing impaired balance sheets or restoring private credit transmission.

WHY IT MATTERS

A Fed cut can occur alongside falling equities and tighter borrowing conditions.

COMMON MISCONCEPTION

Cheaper overnight money is not the same as available credit.

05

Stagflation

Inflation stays high while economic growth weakens.

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TECHNICAL DESCRIPTION

Adverse supply pressure reduces real output while raising prices. Policymakers face a tradeoff because easing may sustain inflation while tightening may deepen the contraction.

WHY IT MATTERS

Inflation and unemployment can rise together, reversing the usual demand-driven pattern.

COMMON MISCONCEPTION

Weak growth does not always produce low inflation.

06

Productivity boom

The economy produces more output from the same amount of labor and capital.

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TECHNICAL DESCRIPTION

Faster productivity expands supply capacity, supports real wages and earnings, and can contain unit-cost inflation even as growth accelerates. Expected real rates and equity values may rise together.

WHY IT MATTERS

Better growth does not always create more inflation.

COMMON MISCONCEPTION

Rising yields and rising equities are not inherently contradictory.

How Knock On works

Read the model’s argument

These terms explain how a starting change becomes a conditional result.

01

Starting force

The first change you ask the model to follow.

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TECHNICAL DESCRIPTION

A selected concept receives an initial actual and expected value before the causal graph propagates its effects. It is the source node for the scenario.

WHY IT MATTERS

It defines where the explanation begins, not where it must end.

02

Shock

A directional scenario input introduced into the economic system.

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TECHNICAL DESCRIPTION

A signed change in a concept, expressed in that concept’s native unit. Its label describes the actual input direction, not a prediction or a claim that the user caused the outcome. Up to three shocks can be combined in Model Lab before propagation.

COMMON MISCONCEPTION

A shock can be positive or negative and does not necessarily mean a crisis.

03

Actual move

What happened in the scenario.

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TECHNICAL DESCRIPTION

The full value of the selected change. Slower economic pathways generally respond to the actual move even when markets anticipated it.

04

Expected move

What people or markets had already anticipated.

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TECHNICAL DESCRIPTION

The prior value subtracted from the actual move to calculate surprise. It represents the portion potentially reflected in prices or decisions before the event.

05

Surprise or new information

The difference between what happened and what was expected.

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TECHNICAL DESCRIPTION

Surprise equals actual minus expected. Knock On gives surprise more weight in fast market-facing, policy, and expectations channels.

COMMON MISCONCEPTION

A large event can contain little new information if it was already anticipated.

06

Scenario

A complete set of assumptions being explored together.

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TECHNICAL DESCRIPTION

The active shocks, regime, time horizon, expectations, and any pathway overrides encoded in a shareable state.

07

Economic regime

The surrounding economic environment in which a change occurs.

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TECHNICAL DESCRIPTION

A named set of modifiers that may strengthen, weaken, or reverse particular causal relationships without replacing the underlying graph.

COMMON MISCONCEPTION

A regime is an assumption for exploration, not a prediction about the economy.

08

Time horizon

How far after the starting change you are looking.

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TECHNICAL DESCRIPTION

A cutoff measured in approximate months. Only pathways whose accumulated modeled lags have elapsed are included in the visible result.

09

Lag

The delay before an effect becomes visible.

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TECHNICAL DESCRIPTION

A pathway-specific arrival time. Lags accumulate as a change passes through multiple relationships.

COMMON MISCONCEPTION

An absent effect may not be zero. It may simply not have arrived.

10

Causal pathway

A modeled route from one concept to another.

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TECHNICAL DESCRIPTION

A directed relationship with a sign, sensitivity band, lag, confidence, assumptions, evidence status, and limiting conditions.

11

Direct effect

A result connected immediately to the starting force.

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TECHNICAL DESCRIPTION

An order-one contribution produced by traversing one relationship from a source shock to a target concept.

12

First, second, and third-order effects

How many connections a change travels before reaching a result.

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TECHNICAL DESCRIPTION

Order one crosses one edge. Order two passes through one intermediate concept. Order three passes through two. Knock On bounds traversal at three to keep explanations finite and legible.

13

Direction

Whether the model applies upward or downward pressure.

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TECHNICAL DESCRIPTION

The sign of the net contribution in the target concept’s native unit. Direction is conditional on the scenario and competing pathways.

14

Magnitude

How large the modeled change is.

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TECHNICAL DESCRIPTION

The absolute size of net pressure after sensitivities, regime modifiers, pathway overrides, and depth decay are applied.

15

Sensitivity

How strongly one concept responds to another.

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TECHNICAL DESCRIPTION

A range of target-native units per source-native unit. The engine uses the midpoint for its central illustrative estimate and retains uncertainty around it.

16

Competing pressures

Different pathways pushing the same result in different directions.

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TECHNICAL DESCRIPTION

Separately preserved contributions that share a target concept. Their signed values are combined only after each route is calculated.

17

Net model pressure

The combined result after all visible pressures are added together.

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TECHNICAL DESCRIPTION

The signed sum of arrived contributions to one concept at the selected horizon. It is an illustrative conditional estimate, not a forecast.

18

Plausible range

A band around the model’s central estimate.

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TECHNICAL DESCRIPTION

An uncertainty interval sized from relationship confidence and disagreement among contributing pathways. It describes model uncertainty, not a formal forecast probability.

19

Confidence

How much precision the model assigns to a relationship or result.

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TECHNICAL DESCRIPTION

A qualitative evidence and uncertainty classification. Confidence widens or narrows the plausible range but does not reduce the central pressure estimate.

COMMON MISCONCEPTION

High confidence is not the probability that the result will occur.

20

Reversal condition

A reason the usual direction could flip.

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TECHNICAL DESCRIPTION

A stated circumstance under which the sign of a relationship may change because another mechanism or interpretation dominates.

21

Strengthening condition

A circumstance that can make a pathway matter more.

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TECHNICAL DESCRIPTION

A stated condition supporting a larger transmission effect than the governed baseline typically implies.

22

Weakening condition

A circumstance that can make a pathway matter less.

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TECHNICAL DESCRIPTION

A stated condition that dampens transmission without necessarily reversing its direction.

23

Model baseline

The reviewed default version of a relationship.

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TECHNICAL DESCRIPTION

The version-controlled direction, sensitivity, confidence, lag, evidence, and conditions used by the deterministic engine unless a temporary scenario override applies.

24

Pathway stress test

A temporary way to ask what happens if one connection is weaker or stronger.

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TECHNICAL DESCRIPTION

A bounded scenario-only multiplier applied after the regime modifier. It is serialized in the URL and never rewrites the governed baseline.

25

Illustrative estimate versus forecast

The model explains conditional pressure. It does not predict what will happen.

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TECHNICAL DESCRIPTION

An illustrative estimate follows explicit assumptions through a deterministic structure. A forecast would require a probability distribution over future states, data vintages, and errors that Knock On does not claim to provide.

COMMON MISCONCEPTION

A precise-looking number is not automatically a prediction.

Technical toolkit

The language behind the language

Finance terms that appear inside the detailed explanations.

01

Basis point

UNIT · bps

One hundredth of one percentage point.

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TECHNICAL DESCRIPTION

One basis point, or 1 bp, equals 0.01 percentage point. One hundred basis points equal 1 percentage point.

02

Percentage point

The arithmetic difference between two percentages.

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TECHNICAL DESCRIPTION

A move from 4% to 5% is an increase of 1 percentage point or 100 basis points, but a 25% relative increase.

03

Nominal interest rate

An interest rate before adjusting for inflation.

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TECHNICAL DESCRIPTION

The stated rate paid or received in current dollars. It can be decomposed approximately into a real rate plus expected inflation and relevant premia.

04

Real interest rate

An interest rate after accounting for expected inflation.

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TECHNICAL DESCRIPTION

The inflation-adjusted return to saving or cost of borrowing. Ex ante real rates commonly use expected rather than realized inflation.

05

Expected policy path

Where markets think the Fed’s policy rate is heading.

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TECHNICAL DESCRIPTION

The sequence of expected future overnight policy rates embedded in instruments such as Treasury yields, futures, and swaps.

06

Reference rate

A benchmark used as the starting point for another borrowing rate.

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TECHNICAL DESCRIPTION

A base rate such as SOFR or a Treasury yield to which a contractual or market credit spread is added.

07

Risk-free rate

A benchmark return with minimal assumed default risk.

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TECHNICAL DESCRIPTION

In US-dollar analysis, Treasury rates are commonly used as practical risk-free benchmarks, though they still contain duration, inflation, and market-price risks.

08

Term premium

Extra compensation investors may require to hold a long bond instead of repeatedly owning short bonds.

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TECHNICAL DESCRIPTION

The component of a long yield not explained by expected future short rates. It reflects duration risk, inflation uncertainty, supply, demand, and model-dependent estimation.

09

Risk premium

Extra return demanded for accepting uncertainty or loss risk.

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TECHNICAL DESCRIPTION

Compensation above a reference or risk-free rate for bearing risks such as default, liquidity, volatility, or uncertain cash flows.

10

Discount rate

The return investors require to value future cash flows today.

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TECHNICAL DESCRIPTION

The rate used to convert future cash flows into present value. It commonly combines a risk-free rate with one or more risk premia.

11

Present value

What future money is worth today.

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TECHNICAL DESCRIPTION

The discounted value of expected future cash flows. Higher discount rates generally reduce present value when cash-flow expectations are unchanged.

12

Default risk

The possibility that a borrower will not make promised payments.

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TECHNICAL DESCRIPTION

Expected credit loss depends on both the probability of default and the amount not recovered after default.

13

Liquidity risk

The risk that an asset cannot be sold or financed quickly at a reasonable price.

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TECHNICAL DESCRIPTION

Compensation for uncertain transaction costs, market depth, funding access, and the possibility of forced selling.

14

Risk aversion

A preference for more certain outcomes over uncertain ones.

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TECHNICAL DESCRIPTION

The additional compensation investors demand per unit of risk. Changes in risk aversion can move asset prices without changing expected cash flows.

15

Floating-rate debt

Debt whose interest rate resets with a benchmark.

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TECHNICAL DESCRIPTION

The borrower typically pays a reference rate plus a contractual margin. Floors, caps, reset dates, and hedges can interrupt direct pass-through.

16

Fixed-rate debt

Debt whose stated interest rate does not change during its fixed period.

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TECHNICAL DESCRIPTION

Existing coupon payments remain fixed, although the debt’s market value and the rate available at refinancing can change.

17

Credit margin

The extra contractual rate a borrower pays above a reference rate.

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TECHNICAL DESCRIPTION

A loan-specific spread reflecting credit quality, collateral, structure, lender economics, and market conditions.

18

Operating leverage

The extent to which profits change faster than revenue.

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TECHNICAL DESCRIPTION

When fixed operating costs are large, a small change in revenue can produce a larger percentage change in operating earnings.

19

Financial conditions

How easy or difficult it is to borrow, invest, and take financial risk.

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TECHNICAL DESCRIPTION

A broad combination of policy rates, bond yields, spreads, lending standards, liquidity, exchange rates, and asset prices.

20

Yield

The return implied by an asset’s price and payments.

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TECHNICAL DESCRIPTION

For bonds, yield is the discount rate that equates promised cash flows with the current price, subject to maturity and reinvestment assumptions.

21

Spread

The difference between two rates or yields.

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TECHNICAL DESCRIPTION

A relative pricing measure, commonly expressed in basis points, that isolates differences in maturity, credit, liquidity, or structure.

22

Yield-curve inversion

A period when shorter Treasury yields exceed longer Treasury yields.

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TECHNICAL DESCRIPTION

A negative long-minus-short slope, often associated with expected future easing or weaker growth. It is a signal with variable timing, not a countdown.

COMMON MISCONCEPTION

An inversion does not mechanically cause or precisely date a recession.

23

Market pricing

The expectations and compensation already reflected in current prices.

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TECHNICAL DESCRIPTION

The state-contingent beliefs, positioning, risk premia, and liquidity conditions embedded in traded instruments before new information arrives.

Evidence and governance

Know what kind of claim you are reading

These labels separate directional evidence, numerical calibration, and explicit judgment.

01

Observed relationship

Primary evidence supports the direction or mechanism.

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TECHNICAL DESCRIPTION

Official data, guidance, statements, or central-bank research directly supports the pathway. It does not necessarily estimate Knock On’s numerical sensitivity.

02

Calibrated relationship

Evidence helps determine the model’s numerical range.

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TECHNICAL DESCRIPTION

A published estimate, reproducible official-data calculation, or exact unit-consistent identity informs the governed sensitivity band.

03

Editorial judgment

The relationship is explicit, but its magnitude has not been empirically calibrated.

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TECHNICAL DESCRIPTION

The pathway remains reviewable and version controlled, while its sensitivity reflects documented model judgment rather than an identified estimate.

04

Calibration

Using evidence to set or check a model value.

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TECHNICAL DESCRIPTION

A reproducible process that maps observations or published estimates into a sensitivity band with documented units, sample, method, and limits.

05

Coefficient

A number describing how much one variable responds to another.

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TECHNICAL DESCRIPTION

A parameter expressed in target units per source unit. Its interpretation depends on identification, sample, transformation, and maintained assumptions.

06

Evidence status

A label describing what kind of support a pathway has.

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TECHNICAL DESCRIPTION

Knock On distinguishes observed, calibrated, and editorial-judgment relationships so directional support is not confused with numerical estimation.

07

Primary source

The original institution, dataset, statement, or study behind a claim.

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TECHNICAL DESCRIPTION

A canonical record used to support a pathway’s mechanism, estimate, historical example, or methodological construction.

08

Historical example

A past episode that demonstrates how a relationship behaved.

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TECHNICAL DESCRIPTION

Contextual evidence used to illustrate a mechanism or reversal. One episode does not by itself identify a stable coefficient.

09

Assumption

A condition the model needs for an interpretation to hold.

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TECHNICAL DESCRIPTION

An explicit boundary on the scenario, pathway, measurement, or transformation. Assumptions make conditional claims testable and reviewable.

10

Governed baseline

The approved model value currently used in results.

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TECHNICAL DESCRIPTION

A version-controlled relationship reviewed together with its evidence, tests, calibration seed, changelog, and stewardship record.

11

Runtime observation

New data used to check the approved model.

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TECHNICAL DESCRIPTION

A refreshed calibration snapshot stored separately from compiled coefficients. It may reveal drift but cannot silently change scenario results.

12

Coefficient drift

A new estimate differs from the approved model value.

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TECHNICAL DESCRIPTION

A mismatch between a refreshed calibration band and the governed relationship. Drift opens review rather than automatically replacing the baseline.

13

Review required

A human steward must evaluate a possible model change.

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TECHNICAL DESCRIPTION

A governance state requiring source, methodology, scenario-impact, test, seed, changelog, and approval-record review in one source-controlled change.

14

Model stewardship

Named responsibility for reviewing and approving model relationships.

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TECHNICAL DESCRIPTION

A version-controlled ownership and approval record that prevents runtime data or interface actions from becoming unreviewed model policy.

READY TO USE IT?

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Follow the argument.

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