Winners Evolve..

This will make you sit up in your chair (emphasis mine):

In the 1990’s Harvard Business School’s Amy Edmondson performed some research to try to understand some of the qualities that make up a well-run hospital. She was not prepared, however, for one of the results her research produced. After surveying the nurses at eight different institutions, one of the things her study found was that in those hospitals where nurses reported the very best leadership team, along with great relationships with their co-workers, the number of medical errors reported was ten times higher!

What could possibly explain this outcome?

…In hospitals where the nurses felt safe and highly regarded, both by their peers and by their managers, the reason they reported more errors was that they felt more psychologically “safe.” Nurses in these more cohesive, well-led units made comments such as “mistakes are natural and normal to document,” and “mistakes are serious because of the toxicity of the drugs, so you are never afraid to tell the nurse manager.”

By contrast, in those environments where mistakes were not forgiven and miscreants were punished, nurses were more likely to report that “The environment is unforgiving, heads will roll.” In other words, it was highly likely that just as many mistakes — if not more — were made in these institutions, but not reported. Instead of learning from their mistakes, these hospitals were hiding from them.

– Don P, Peppers & Rogers Group, Does Your Company Make Enough Mistakes?

That opener is so eye-opening it is worth repeating:

“in those hospitals where nurses reported the very best leadership team, along with great relationships with their co-workers, the number of medical errors reported was ten times higher!”

Think about what this implies:

    • the sheer number of hospital errors that DON’T get reported
    • the number of errors that even top hospitals make (a lot)
    • the number of errors that marginal to poorly run hospitals make (surely a lot more)
    • the number of hidden or non-reported errors that are missed completely

An observed reporting spread of 10-to-1 suggests the hospital error base rate is remarkably high. If there are remarkably high error rates in the confines of hospitals — where medical processes are exhaustively detailed and regimented — think how much more capacity there is for error in the relatively undocumented world of discretionary trading and investing.

And if top hospitals report an order of magnitude more errors than second or third-rate peers… while surely having a lower absolute number of errors (because top-performing institutions are better run)… think of the overwhelming number of errors sloppy performers must make… and by simple logical extension, the vast quantity of errors marginal traders and investors must be making over and over again, every single day.

(The collective presence of investor error fuels real trading opportunity, by the way, for the same reason errors at the poker table are profit opportunities for the skilled. Difference being, in a poker game you typically only have one opponent on the other side of a big hand. In a big trade you can have myriad investors, who have collectively all made the same mistake, pooling profits in your pocket by way of their positioning.)

“Heads Will Roll”

This fuels a delicious irony: If Edmondson’s findings translate to traders, one of the strongest indicators of performance quality is the frequency with which one admits and reports weaknesses or mistakes rather than hides them. This is 180 degrees from the attitude of “I never make mistakes ever.”

When interviewing a prospective money manager, then, what you want to hear is: “We’ve messed up plenty of times but learned a lot, and continue to learn.” If instead you get some variant of “We’ve always been perfect and will continue to be perfect,” walk away fast.

Why is it, then, that top performers are more willing to admit mistakes? Perhaps because lesser performers operate out of fear:

    • fear that bosses will judge them harshly
    • fear that clients or investors will judge harshly (or even pull funding)
    • an inaccurate self-judging compass (the perception that all mistakes are bad)
    • an ego-preserving data distortion field (fear of ego being bruised or even shattered)

Unfortunately, bad bosses and bad clients actually justify such fear in all too many cases. The notion that “heads will roll” is the result of subconscious signals delivered and received. Within organizations, bad leaders really do “shoot messengers”… confuse useful feedback with negative performance… fail to distinguish between luck and skill… fail to cultivate small improvements… R&D expansion into adjacent areas… better results monitoring… and so on.

In the investment world, bad clients are even worse: Rewarding slickly polished presentations from “empty suits”… chasing performance over a cliff… being emotionally averse to inevitable flat periods… disregarding the value of risk control… preferring artificial smoothness to organic robusticity… etcetera ad infinitum.

(The answer to the “heads will roll” problem is tongue-in-cheek but effective: Avoid bad bosses and clients! If someone with a functional lack of understanding and/or an obtuse point of view has the ability to impact your future in a negative way, change your situation to remove that person’s impact — or at least minimize it — as soon as you can…)

Mistakes vs Weaknesses

For mechanical traders, and discretionary traders who long ago check-listed their basic processes, it is also important to distinguish between “mistakes” and “weaknesses” — and to recognize that reporting and studying a “weakness” can have the same beneficial impact as a mistake.

Take the practice of honoring one’s risk points, for example, or always following a daily homework routine. For traders with a certain level of experience and professionalism, these standards are virtually never deviated from. For a seasoned and disciplined trader, mistakes defined as “a deviation from established best practices” might happen once in a quarter, or even less frequently than that (e.g. less than 2% percent of the time).

Even still though, weaknesses can be treated as a form of mistake — and every process that crosses a minimum complexity threshold – like most any trading or investing methodology — has potential weaknesses embedded that can be observed, reported on and contemplated: Flaws in the structure of the process… potential adjustments to variable component weightings… adjustments to the step-by-step pre- and post-analysis process… the shoring up of knowledge gaps or re-tooling of assumptions… and so on.

An Emphasis on Culture

At Macro Ops we are keenly aware of mistakes — and “weaknesses,” which apply even when processes are down cold — and as a result have a very strong emphasis on culture.

Institutional culture is real and powerful. You cultivate it, establish it, and strengthen it via what you do and how you do it, day after day. Think of the winning habits, processes and mindsets a successful person relies on until they are “second nature.” Then expand those mental models, ways of thinking and doing and interpreting, across a team, an organization, an entity of multiple individuals, where values and step-by-step actions, “ways of doing things” are passed on to anyone new who comes through the door. That’s culture.

As the size of our research team grows — and we are hiring in 2021 by the way! — an emphasis on growing and maintaining the MO culture becomes ever more important. This is not just because culture contributes massively to consistent outperformance (though it certainly does)… but because the quality of your culture determines the rate at which you evolve.

And the rate at which you evolve goes back to errors, weaknesses and mistakes…


Think of the following logic chain:

    • Error Data (Mistakes + Weaknesses) = Constructive Feedback
    • Constructive Feedback = Opportunity to Analyze and Refine
    • Analyzing and Refining = Incremental Improvement
    • Incremental Improvement = Micro-Evolution
    • Micro-Evolution over extended time cycles = Macro-Evolution
    • Macro-Evolution = Smarter, Faster, Deeper, Stronger
    • Smarter, Faster, Deeper, Stronger = DOMINATE

To approach from another angle:

    • Natural evolution = serendipitous impact of randomly distributed trial and error
    • Accelerated evolution = guided impact of shaped and observed trial and error
    • Trial and error = experimentation, hypothesis, “useful failures” etc
    • Which cycles back around to errors, weaknesses etc as “Constructive Feedback”

The trading organizations that deliberately nurture a “culture of embracing mistakes” will receive a much higher volume of constructive feedback… and will further be better positioned to respond and hypothesize… in turn allowing them to “analyze and refine” at a faster rate… allowing them to improve and evolve at a faster rate than their peers.

In trading and investing, this is huge.

But individuals can apply these ideas too. You don’t need a team to create a culture (though it certainly helps). You can embrace mistakes on your own by asking questions like:

    • Am I a vigilant observer of my trading and investing process?
    • Do I diligently record my errors and mistakes?
    • Do I seek out and contemplate potential weaknesses?
    • Do I probe and test for weaknesses as a matter of habit…
    • …not to bring myself down, but to make my process stronger?
    • Do I constantly seek to analyze, refine and evolve as a matter of survival?
    • Do I give myself permission to acknowledge weaknesses and still feel like a winner?

Cheerful vs Zero Tolerance

Keep in mind, too, that there is an important balance here. Being a winner means walking the line between tolerating mistakes — responding to them cheerfully and constructively — and ruthlessly stamping them out with a “zero tolerance” attitude.

At Macro Ops, our general mode of operation is a response of positive urgency to fresh mistakes we uncover. When the observation bell goes off, we “halt the assembly line” and ask questions like:

    • What was the origin of this mistake (or observed weakness)?
    • Did it come from a gap in process, misread of information, judgment error etc?
    • Was it something subtle and nuanced, or big and obvious?
    • Does it fall under research, execution, strategic allocation, or something else?
    • How do we extract maximum tuition from this?
    • Should a specific step-by-step aspect of the process be modified?
    • Should a conceptual or philosophical principle be explored (or re-explored)?
    • How can we best evolve and strengthen from this?
    • How do we use this to become more awesome?

We can’t claim originality in this. The most successful organizations in the world, be they trading-focused or something completely different, all have some variant of the same mindset.

For instance: The following quotes are from Ray Dalio, the founder of Bridgewater (one of the most successful hedge funds of all time):

More than anything else, what differentiates people who live up to their potential from those who don’t is a willingness to look at themselves and others objectively.

I believe the biggest problem humanity faces is an ego sensitivity to finding out whether one is right or wrong and identifying what one’s strengths and weaknesses are.

Your ability to see the changing landscape and adapt is more a function of your perceptive abilities and reasoning abilities than your ability to learn and process quickly.

Recognize that you will certainly make mistakes; so will those around you and those who work for you. And what matters is how you deal with them. If you treat mistakes as learning opportunities that can yield rapid improvement if handled well, you will be excited by them.

If you don’t mind being wrong on the way to being right, you will learn a lot.

Of course, there is also a certain class of mistakes we have “zero tolerance” for — things like:

    • Neglecting risk or failing to follow a risk management protocol
    • Blatantly neglecting an established process step
    • Any type of “phoning it in” or extended delivery of subpar effort
    • Being “mentally hard of hearing” — not paying attention to repeated instruction
    • Making the same mistake repeatedly (failing to learn from repeated trials)

In other words, some mistakes are understandable and even exciting — as Ray Dalio puts it — because their presence indicates forward evolution and opportunity for advancement on the capability frontier.

But other mistakes — the ones that go back to well-covered areas, well-developed process, or issues of moral code and doing one’s best work — represent serious internal issues and thus receive a brutally harsh response. (We aren’t afraid to lose our tempers.)

The Circle of Competence

In evaluating mistakes, you can picture acceptable vs unacceptable in the context of a circle — a “circle of competence.”

Mistakes on the circumference of the growth circle are acceptable, and even desirable… if they represent intelligent efforts at expanding competence. The only way you make the circle bigger is by evolving your capabilities… and you do this via thoughtful trial and error, risk-adjusted tinkering and refining, allocations to R&D, and so on.

Mistakes deep within the circle are unacceptable, however, because they represent failure in areas already covered… or failure in areas that should be covered… or worse yet, a failure of internal structure as relating to things like capacity for hard work, commitment to accuracy, moral commitment to excellence, and so on.

Furthermore there are at least two competence circles that matter: The circle for the individual team member, and the circle for the organization as a whole. Efforts to expand the organization as a whole — via contributions to team knowledge or net capability — are appreciated and rewarded. There are many “good failures” in respect to this endeavor, because the potential ROI (return on investment) is so long-term beneficial. (This is a good acid test of leadership by the way. Does the leadership “get” this? Do they embrace it as a directive?)

On the individual team member side, competence circles should match up with experience levels and expectations. A senior trader or analyst with 10+ years of experience will be expected to have a much larger competence circle than, say, a fresh analyst with lots of talent but only a modicum of seasoning. For this reason a certain type of mistake or weakness may be acceptable in one team member but not in another, again relative to situational differences.

Altogether this unites to create an enlightened (in our opinion) and goal-oriented approach to evaluating mistakes and weaknesses: We want to maximize top performance, minimize “unforced errors” and low-grade process failures, and cultivate a healthy expansion of competence for both individual team members and the organization as a whole. Mistakes made in alignment with this goal are not only tolerated but appreciated — “winners evolve” is our short and sweet motto, and it applies across the board. Mistakes of the unacceptable kind, if made too frequently, result in a friendly parting of the ways (so as to avoid team resentment and “Full Metal Jacket” treatment).

Confidently Humble

In many ways, being a successful trader is a paradox. You must develop a deep sense of confidence in your methodology and talent, yet remain ever humble and flexible. You have to trust yourself, but also know when to intelligently doubt yourself — and have no fear of doing so. You need a profound unshakeable faith in who you are and what you can do… yet at the same time maintaining the attitude of the humble student, the raw beginner, the white belt always ready to learn.

Getting this mix right is also the key to personal evolution and incremental improvement, because evolution itself is such an iterative, trial-and-error driven process (and thus a reflective / contemplative process).  It’s not enough to get your hands dirty and fall on your face every so often. Having fallen, you must have the presence of mind to put your ego aside… objectively examine your weakness or mistake… and then put in the elbow grease of analyzing, and intelligently responding to, the data born of your stumble.

None of this is rocket science. But it is harder than it sounds… harder even than rocket science in some aspects… and thus represents a golden opportunity, because so few can do it! The need for ego preservation is a massive block to trading in so many ways — even among people who appear “humble” on the outside, yet cannot apply a “culture of embracing mistakes” on the internal level.

Evolving Alongside Us

While a humble attitude is key, we aren’t big on “false” humility here (pretending to be modest for show). In certain areas we kick-ass and we know it. One such area is in Macro Op’s ability to relentlessly cultivate our own evolution and growth while sharing with others simultaneously.

We are obsessed with a handful of questions, like:

    • How do you become a great trader?
    • How do you become the best trader you can possibly be?
    • How do you scale out a trading methodology to AUM hundreds of millions…
    • …or even to AUM in the billions?
    • How do you get trading performance into the top 1% echelon…
    • While living the best life and having a blast as you do so?

These questions are not answered quickly or simply. They are expansive, multi-faceted areas of exploratory research, with the latent fecundity and diversity of a lush tropical rainforest. The answers are thus revealed in phases and stages over time, via passionate dedication, by way of the iterative process — observing things, trying things, learning from mistakes and weaknesses as new waters are tested, new concepts developed and executed on, old concepts refined and revised for increased clarity and power, and so on.

The “sharing with others” aspect is why we write (and tweet). We are prolific in our content output not just because we enjoy the process of writing, but because thinking and writing are one and the same to a significant degree… and because we get so much benefit from sharing our own evolution — our joys and triumphs, insights and discoveries — with an enthusiastic and motivated community.

This is really what the Macro Ops Collective is all about. In creating the Collective we wanted to figure out:

    • How can we accelerate our own evolution as traders?
    • How can we accelerate the long-term goal of ten-figure AUM?
    • How can we add depth and clarity to our trading processes?
    • How can we share all this with others as we move forward?
    • How can we become the best traders we can be… and help others do the same?
    • How can we build a community and have fun as icing on the best life cake?

The answer that we hit on — evolved via trial and error of course — is found in the materials that go out to the Collective each week. We are having an awesome time with this experiment, and offer anyone who wants the chance to become a part of it.

We have already had repeated testimonials to the effect that we are not just changing perspectives, but changing lives — all in the course of making our own dreams real and saying “Hey, come along with us! Ride alongside or even contribute if you feel like it! We’re having a blast!”

If any of this rings true to you. Then stop wasting time and sign up today for our Collective. Life is too short and markets are too tough to go at it alone. Leverage our research, our education, and our community to become the best trader/investor that you possibly can. Evolve with us and attack markets with a group of ruthless profiteers… and have a hell of a time doing it.

Click here to sign up for the Collective. Enrollment closes tonight at midnight.

Looking forward to seeing you in the group!

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Brandon Beylo

Value Investor

Brandon has been a professional investor focusing on value for over 13 years, spending his time in small to micro-cap companies, spin-offs, SPACs, and deep value liquidation situations. Over time, he’s developed a deeper understanding for what deep-value investing actually means, and refined his philosophy to include any business trading at a wild discount to what he thinks its worth in 3-5 years.

Brandon has a tenacious passion for investing, broad-based learning, and business. He previously worked for several leading investment firms before joining the team at Macro Ops. He lives by the famous Munger mantra of trying to get a little smarter each day.


Investing & Personal Finance

AK is the founder of Macro Ops and the host of Fallible.

He started out in corporate economics for a Fortune 50 company before moving to a long/short equity investment firm.

With Macro Ops focused primarily on institutional clients, AK moved to servicing new investors just starting their journey. He takes the professional research and education produced at Macro Ops and breaks it down for beginners. The goal is to help clients find the best solution for their investing needs through effective education.

Tyler Kling

Volatility & Options Trader

Former trade desk manager at $100+ million family office where he oversaw multiple traders and helped develop cutting edge quantitative strategies in the derivatives market.

He worked as a consultant to the family office’s in-house fund of funds in the areas of portfolio manager evaluation and capital allocation.

Certified in Quantitative Finance from the Fitch Learning Center in London, England where he studied under famous quants such as Paul Wilmott.

Alex Barrow

Macro Trader

Founder and head macro trader at Macro Ops. Alex joined the US Marine Corps on his 18th birthday just one month after the 9/11 terrorist attacks. He subsequently spent a decade in the military. Serving in various capacities from scout sniper to interrogator and counterintelligence specialist. Following his military service, he worked as a contract intelligence professional for a number of US agencies (from the DIA to FBI) with a focus on counterintelligence and terrorist financing. He also spent time consulting for a tech company that specialized in building analytic software for finance and intelligence analysis.

After leaving the field of intelligence he went to work at a global macro hedge fund. He’s been professionally involved in markets since 2005, has consulted with a number of the leading names in the hedge fund space, and now manages his own family office while running Macro Ops. He’s published over 300 white papers on complex financial and macroeconomic topics, writes regularly about investment/market trends, and frequently speaks at conferences on trading and investing.

Macro Ops is a market research firm geared toward professional and experienced retail traders and investors. Macro Ops’ research has been featured in Forbes, Marketwatch, Business Insider, and Real Vision as well as a number of other leading publications.

You can find out more about Alex on his LinkedIn account here and also find him on Twitter where he frequently shares his market research.