Frama
The Expectations Game

The Expectations Game

Dave Klein February 24, 2026

Playing the Expectations Game

Most of us have heard the phrase “the wisdom of crowds.” The idea is simple: a group of people can disagree on something measurable (the number of jellybeans in a jar), but if you gather enough estimates, the average tends to be remarkably accurate.

Markets operate like that. Participants exhibit a broad diversity of opinions about expected outcomes, yet they come to agreement through price. That price reflects the crowd’s current consensus about the future. The key is this: markets are not trading reality. They are trading revisions to expectations of a future reality.

Markets are an expectations game.

As human beings, we might believe we know what the future holds (and we might even be right!). But waiting for the market to stop being “wrong” can be a painful and lonely experience. Betting the farm on a single outcome is a dangerous game. It is far more durable to spread our thinking across multiple plausible outcomes than to anchor to one.

The Structure of the Expectations Game

Market prices are widely understood to reflect expectations of future value. But those expectations are not static. They evolve continuously as information arrives and interpretations shift. There are three layers to understanding this structure.

The first layer is baseline expectations. It is what everybody “knows” and therefore what we all “think” is “obvious.” Those words carry baggage. Baselines feel stable because they are widely shared, and that shared confidence gives them weight.

The second layer emerges when new information arrives and participants react (and often overreact). Earnings surprise. Inflation prints. A tweet. This layer can feel chaotic because it destabilizes the comfort of the baseline. If we are sure we are heading east and the compass suddenly suggests north, we may feel compelled to react quickly.

The third layer is where expectations are revised and a new baseline is formed. Movement happens in the gap between the prior baseline and the next one. That transition creates confusion, overreaction, and fragility because people are adjusting their internal maps at different speeds.

Navigation through those layers requires structure.

What Is a Frame?

Frames provide that structure.

A Frame is a lightweight, structured scenario that articulates how expectations could shift and what that shift would imply across assets and time. It begins with a catalyst (a question, a news development, an emerging risk, or a possible world that could unfold). From there, it traces a mechanism. What changes? Through what channel does that change propagate? Over what horizon? Relative to today’s baseline, how would expectations need to adjust?

A Frame forces us to move from vague reaction to conditional reasoning. Instead of saying “this is bullish” or “this is bearish,” we articulate something more precise: if X happens, then Y should follow, and expectations should shift accordingly.

It is important to recognize what a Frame is not. It is not a prediction. We do not build Frames to lock in on a single future. A well-constructed Frame is also not simply a headline summary or a hand-waving narrative. It is conditional and structured. It does not tell us what will happen; it helps us understand what would happen if a particular world unfolds. In that sense, a Frame is not an answer. It is an orientation.

Frames as Singles

A Frame is like a music single.

It may sit within a particular genre. It has a tone. It expresses a dominant theme clearly. It is focused, coherent, and accessible. Reading a Frame should not feel like picking up a PhD thesis. You should be able to grasp it quickly, consider how much weight you would assign to it, and decide whether it belongs in your mental playlist.

A single does not attempt to explain an entire artistic catalog. It isolates one idea and expresses it cleanly. That clarity is powerful because it sharpens thinking and exposes mechanism. But clarity around one possibility does not make the world singular.

The Limits of a Single Frame

The future rarely unfolds along one clean path.

Consider inflation. One coherent Frame might describe a soft landing (inflation cools steadily, growth moderates but remains positive, policy eases gradually, and risk assets grind higher). Another might describe reacceleration (energy rebounds, wage pressures persist, policy remains restrictive, and duration struggles). A third might describe a demand shock (credit tightens, unemployment rises, inflation collapses, and defensive assets outperform).

Each of these Frames is internally consistent. Each implies different performance across markets. Each would shift expectations in a different direction.

If Frames are singles, anchoring to one Frame is like putting a single track on repeat and believing you understand the entire artist. It may be your favorite song, but it is not the full catalog. Markets are not mono-track environments, and portfolios built on mono-track thinking are inherently fragile.

From Frames to Blends

Markets price probabilities, not certainties. If multiple plausible paths exist (and they almost always do), disciplined thinking cannot stop at a single Frame. It must extend to asking what else could happen, how plausible those alternatives are, and how expectations would shift under each case. This is where Blends enter.

If Frames are singles, Blends are albums. An album holds multiple tracks together. Different tones and tempos coexist. Some tracks carry more weight than others, but they are sequenced into a coherent whole. The album does not discard the singles; it contextualizes them.

A Blend acknowledges that more than one world can plausibly unfold and that each carries a different degree of gravity. It is not indecision. It is realism. Instead of declaring allegiance to one path, we assign weight across several and remain open to updating those weights as information arrives.

A Frame gives clarity. A Blend gives robustness.

CMAs as Symphonies

Traditional Capital Market Assumptions (CMAs) are more like symphonies.

They are monumental works (carefully composed, built over months, broad in scope, and impressive in their coherence). They attempt to harmonize long-term growth, inflation, returns, correlations, and risk into a unified structure. When conditions are stable, they provide a powerful framework. But symphonies are difficult to assemble. They assume stability of theme and tempo. They are slow to adapt and fragile to abrupt regime shifts. When the environment changes meaningfully, the entire composition may need to be rewritten.

Markets, however, do not move at the pace of annual symphony premiers. They evolve daily. Expectations shift continuously. Investors need modular pieces that can be recorded, rearranged, and recomposed as conditions change. Singles. Albums. Updated continuously.

Toward an Operating System

Markets are an expectations game. A Frame isolates one coherent shift in expectations. A Blend acknowledges multiple plausible shifts and assigns weight across them. Having a view is not a mistake. The mistake is having only one.

What is missing in many investment processes is not more prediction. It is structure. A disciplined way to articulate possible shifts, assign weight, update those weights as new information arrives, and project those changes onto real portfolios. Not a one-time symphony, but a living system. We need a studio where singles can be recorded quickly and albums can be assembled dynamically as themes evolve.

That is where we go next.

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