As A Mathematics Major, I Can Tell You Numbers Lie
- Luke Lloyd

- Mar 24
- 6 min read
Updated: 5 days ago
When a Math Major Tells You Numbers Can Lie
As someone with a background in mathematics, I was trained to trust the numbers. Models, probabilities, projections—they all create a sense of precision and certainty. But experience has taught me something just as important: numbers can lie.
Not because they’re wrong, but because they’re incomplete.
Financial projections rely on assumptions—market returns, inflation, life expectancy, behavior. Change just one variable, and the entire outcome shifts. A plan that looks perfect on paper can fall apart in the real world if it doesn’t account for how you’ll actually live, think, and react.
That’s why great financial planning goes beyond the math. It’s not about chasing a perfect equation—it’s about building a strategy that works in real life, not just in theory.
Your Financial Advisor Should Be More Than a Number Cruncher
In today’s data-driven world, it’s easy to assume that financial planning is purely a math equation. Plug in your assets, liabilities, income, and goals—and out comes the “right” answer. But real financial planning doesn’t happen on a spreadsheet. It happens in real life, with real people, real fears, and real dreams.
And that’s where the difference lies between a number cruncher and a true advisor.
The Limits of “Perfect Math”
Yes, math matters. Rates of return, tax strategies, withdrawal rates, and risk tolerance models all play a critical role in building a sound financial plan. But math alone doesn’t account for how you feel about your money.
The numbers might tell you to:
Stay fully invested during volatility
Delay retirement for maximum accumulation
Take on more risk for higher expected returns
And mathematically, those recommendations may be “correct.”
But what if they don’t align with your life?
What if staying fully invested keeps you up at night? What if delaying retirement costs you valuable time with your family? What if taking on more risk creates stress that outweighs the potential reward?
At some point, financial planning stops being about optimization—and starts being about alignment.
Money Is Emotional—Whether We Admit It or Not
Every dollar you’ve earned has a story behind it. Your experiences, upbringing, successes, and setbacks all shape how you view money. That means two people with identical balance sheets can have completely different financial plans—and both can be right.
A great advisor understands:
Your fears about loss
Your aspirations for the future
Your values around family, work, and legacy
Because financial success isn’t just about growing wealth—it’s about using that wealth to live the life you actually want.
The Real Goal: Sleep Well at Night
One of the most overlooked metrics in financial planning isn’t found in any report: peace of mind.
If your portfolio is optimized for maximum return but causes constant anxiety, is it really working for you?
Sometimes the “less efficient” strategy is the better one:
Holding more cash than models suggest
Paying off a low-interest mortgage early
Taking slightly less risk in exchange for stability
These decisions may not win in a spreadsheet—but they win in your life.
And that’s what matters.
Helping You Dream Bigger
A true advisor doesn’t just manage your money—they expand your vision.
Most people underestimate what’s possible. They set conservative goals because they don’t fully understand what their financial life could look like with the right strategy in place.
A great advisor helps you:
See opportunities you didn’t know existed
Align your money with your purpose
Turn “maybe someday” into a real plan
It’s not just about protecting what you have—it’s about unlocking what’s possible.
The Best Plans Balance Logic and Life
The most effective financial plans sit at the intersection of:
Mathematical soundness
Emotional comfort
Personal fulfillment
Leaning too far in either direction creates problems. Ignore the math, and you risk running out of money. Ignore the human side, and you risk never truly enjoying it.
The right advisor knows how to balance both.
Anyone can run numbers. Software can do that.
But understanding your life, your goals, your fears—and helping you make decisions that allow you to live confidently and sleep peacefully—that’s where real value is created.
Because at the end of the day, financial planning isn’t about finding the “perfect” answer on paper.
It’s about building a life that works for you.
Don’t leave your financial future up to chance. Let’s build a plan that gives you confidence today and peace of mind for tomorrow. Click here to schedule a meeting — I’m here to help you take the next step toward financial freedom.
Colin Symons, CIO Lloyd Financial Group
It always sounds like, if you really know what’s happening, you should do better shifting positions more often. One problem with frequent shifting of positions, though, is that you can get whipped around. People have been buying and selling quite a bit, lately, based on the latest headline.
That can be a problem when we’re dealing with chop, as what worked for a day or three reverses. In turn, this leads to a lot of frustration, as new momentum buys frequently reverse on you. It can also get the market into a questionable position, such as the aggressive rate hike bets I cited yesterday.
Another potential problem for markets, now, is how aggressively investors leapt into the stagflation trade. Assets in general were slapped down, while crude at least kept a bit. That’s been so aggressive that it seems your average market participant had better hope stagflation is what we get.
If we can’t get stagflation, goldilocks seems likely, where risk assets, bonds and stocks, together, get a bid. That would lead to a lot of chasing, as de-risking has been the name of the game on the month.
Plenty of people are basically emotionally checked out on the idea of goldilocks. They’ve been beaten up too much in these violent moves and are likely to be very slow to embrace new positioning until pricing forces them to do so.
We don’t have to get goldilocks. It’s entirely possible stagflation is actually what happens. The problem is that stagflation is already pretty priced-in, so the reward for that is unlikely to be very big. On the other hand, the stampede out of the goldilocks regime means that there’s probably good potential for gains if stagflation fears fade.
We’re already seeing some interesting signs that investors may be shifting away from stagflation. For instance, gold miners (GDX) got a strong bid today even though gold was down. The Russell 2000 small cap index (IWM) outperformed, which is definitely not something that happens with stagflation.
As usual we don’t know the future, but hopefully we can get an idea of what presents potential risks and opportunities. The idea of stagflation got very popular and that started to fade, today. Maybe it wins, but I don’t see enough that would make me want to invest stagflation that idea, today.
Chicago Fed National Activity index was -0.11 vs. prev. 0.18. Meh.
Stocks rose over 1% and oil fell -9% after Trump said he had constructive talks with Iran, though Iran denied this. The plan is for a five-day pause of attacks on Iranian energy and power infrastructure.
Bears will say initial stock moves didn’t see follow-through, but bulls can point to higher prices and much lower oil. Was this another escalate to de-escalate weekend?
It’s probably fair to say we rode up to resistance and fell. What’s our next headline to move markets?
So far, futures fell on reports the US and Israel struck a gas pipeline and distribution station.
Oil jumped 4% to $92 after an explosion and fire at a large US refinery
ADP Employment and PMI, today.
What does it all mean? Was it another weekend of escalating to de-escalate?
Don’t leave your financial future up to chance. Let’s build a plan that gives you confidence today and peace of mind for tomorrow. Click here to schedule a meeting — I’m here to help you take the next step toward financial freedom.
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