Change-Possibility Investing
Find underappreciated change before it creates obvious winners
- Difficulty
- Advanced
- Time to result
- ~months to results
- Steps
- 6
- Confidence
- 96%
Begin with a consequential change rather than a statistically cheap security. Determine what could become materially different, then identify capable people who are turning that possibility into a product, company, or operating advantage. Evaluate whether the market understands the change, whether implementation is technically credible, and whether the business can grow from an overlooked position into a major winner. Early-stage and small-cap opportunities can offer the greatest information asymmetry, but they also bring liquidity and execution risks. As assets under management grow or a trend becomes popular, the original advantage weakens, requiring either a narrower opportunity set or more sophisticated market tools. The objective is not to own everything exposed to a trend but to identify the relatively small number of likely winners.
Origin
Extracted from Masters in Business, where Art Samberg described the common starting point behind his public-equity and venture investments.
Core principles
- 01Change creates investable asymmetry
- 02Smart implementers matter as much as promising ideas
- 03Earlier trends offer better entry economics
- 04A few genuine winners drive most returns
How to run it
- 1
Define the possible change
State precisely what technological, behavioral, or industry change could occur and why it would matter economically.
Pro tip Express the change as a measurable before-and-after condition.
Watch out A fashionable theme without a concrete mechanism is not an investable change.
- 2
Evaluate the implementers
Identify the people executing the change and assess their technical ability, judgment, and persistence.
Pro tip Look for domain evidence rather than polished storytelling.
Watch out A powerful idea can still fail in the hands of weak operators.
- 3
Locate market underrecognition
Determine whether investors, analysts, and customers have already priced in the opportunity.
Pro tip Underfollowed companies can provide richer information gaps.
Watch out Low recognition may reflect a genuine business defect rather than an opportunity.
- 4
Select probable winners
Compare candidates and invest only where the implementation and business model can produce a disproportionate outcome.
Pro tip Concentrate research on the few companies capable of becoming much larger.
Watch out Broad thematic exposure can bury winners beneath many mediocre holdings.
- 5
Control liquidity and scale
Size the investment according to trading liquidity, funding requirements, and the time needed for the change to become visible.
Pro tip Model how the position could be exited during market stress.
Watch out An illiquid position can force a destructive sale at exactly the wrong time.
- 6
Evolve with the trend
Reassess the thesis as competitors enter, valuations rise, and the opportunity becomes better understood.
Pro tip Separate continued technological progress from continued investment upside.
Watch out An accurate long-term trend can still become a poor investment at the wrong price.
In the wild
An investor identifies a small manufacturer using a new process that triples component life. After validating the engineering, management team, customer trials, and manufacturing economics, the investor builds a modest position before broad analyst coverage begins.
→ Commercial adoption turns an overlooked small company into a recognized industry winner.
Samberg discussed investing in a company pursuing hydrogen-boron fusion because it could produce abundant energy with comparatively little radioactive waste. The investment expresses a large change thesis through a technically differentiated implementation team.
→ The investment gains exceptional upside if the team converts a scientific approach into a commercial reactor.
Common mistakes
Buying a theme instead of a winner
A growing market does not make every participant successful. The framework requires identifying companies with credible implementation advantages.
Ignoring liquidity
Small, overlooked securities may trade poorly during stress. Position size must reflect the real exit conditions rather than normal-market volume.
Entering after recognition peaks
As a trend matures, competition and valuation can eliminate the original asymmetry even while the underlying change continues.
Is it for you?
Best for
It is best for investors with domain expertise who can evaluate technological or structural change.
Not ideal for
It is not ideal for passive investors, short time horizons, or portfolios requiring immediate liquidity.
From the transcript
“It starts from the same basis, which is what kind of change is possible.”
“What kind of change can you find that is being implemented by smart people?”
“I'm trying to identify winners.”
From the episode
An Interview With Arthur Samberg: Masters in Business (Audio)
Arthur Samberg