The Math and Science of Efficiency

Gabrielle Birchak/ November 7, 2025/ Archive, FLASHCARDS, Modern History

It’s Flash­cards Fri­day here on Math Sci­ence His­to­ry, where we take big ideas and pack them into small, pow­er­ful moments. I’m Gabrielle Bir­chak, and I have a back­ground in sci­ence, math and jour­nal­ism, and today, we’re flip­ping through the math and sci­ence behind one of life’s biggest chal­lenges: sav­ing time. Because here’s the truth, time is the only thing you can’t man­u­fac­ture, can’t clone, and can’t buy back.

So let’s dig into how a lit­tle math, a lit­tle sci­ence, and a lit­tle wis­dom can help you save your most pre­cious non-renew­able resource.

Flash­card 1: Math Teach­es Us to Optimize

Opti­miza­tion is a math con­cept that’s real­ly just a lav­ish word for find­ing the best path with the least effort. Or as I some­times call it, the path of least resistance.

Think of the Short­est Path Prob­lem in math­e­mat­ics. Usu­al­ly, it’s an exer­cise that shows an object’s dis­place­ment. We are giv­en an exer­cise involv­ing a tri­an­gle. In my exer­cise, it’s a house, a light post, and a tree. A jog­ger walks out of his house and jogs to the light post, which is 300 feet north. He then jogs to the tree, which is 400 feet to the west. But then he decides he wants to jog straight back to the house instead of going all the way back to the lamp post and then the house, because that would be 700 feet. So, he jogs 500 feet south­east to the house. It’s a per­fect 345 tri­an­gle. Each of those dis­tances is the object’s dis­place­ment. And that 500 feet is the short­est path from the tree back to his house. So, math, in this case, cer­tain­ly teach­es us that we can even opti­mize our morn­ing work­outs. The jog­ger took the path of least resis­tance unless it was uphill.

Instead of tack­ling chores ran­dom­ly, think about “batch­ing” activ­i­ties togeth­er by loca­tion, pur­pose, or ener­gy lev­el.
For exam­ple:

  • If you’re out run­ning errands, plan your route so you make a cir­cle, not a zigzag.
  • If you’re mak­ing din­ner, dou­ble your recipe and freeze the extra to save time later.
  • If you need to answer emails, ded­i­cate one focused 30-minute block instead of answer­ing every time one pings.

Sav­ing time isn’t about rush­ing, it’s about work­ing smarter, not hard­er, just like an effi­cient algorithm.

Flash­card 2: Sci­ence Reminds Us About Ener­gy Management

Ener­gy is a key play­er in both physics and every­day life.

Sci­ence teach­es us that ener­gy can’t be cre­at­ed or destroyed, only trans­ferred. Your per­son­al ener­gy works the same way. If you waste your time it on dis­trac­tions, low-val­ue tasks, or end­less con­tem­pla­tion known as deci­sion fatigue, you have less left for what mat­ters. That’s why sci­en­tists and pro­duc­tiv­i­ty experts alike rec­om­mend the Pare­to Prin­ci­ple, also called the 80/20 rule.

It says:

  • 80% of your results come from 20% of your efforts.

In oth­er words, not all tasks are cre­at­ed equal. When you focus your efforts on the most impact­ful 20 per­cent of your endeav­ors, you can reach bet­ter results. And you applied only 20 per­cent of con­cen­trat­ed energy.

So, focus on the few actions that cre­ate the biggest impact and ask your­self dai­ly: What’s the one thing I can do today that will make every­thing else eas­i­er or unnecessary?

Man­ag­ing your ener­gy wise­ly is like tun­ing a machine; you oper­ate more smooth­ly, pow­er­ful­ly, and efficiently.

Flash­card 3: Real-Life Time-Sav­ing Techniques

In this flash­card, I’ll have three flashy-flash­cards, because I want to share three time-sav­ing tech­niques you can use immediately:

The Two-Minute Rule:
If some­thing takes less than two min­utes to do, like reply­ing to an email, putting a dish away, or jot­ting down a note, do it imme­di­ate­ly. This pre­vents small tasks from stack­ing up and over­whelm­ing you later.

Time Block­ing:
Just like a sci­en­tist books lab time, or a pod­cast­er some­times books record­ing time because the con­struc­tion won’t stop out­side her stu­dio, block your cal­en­dar for focused work, for breaks, and even for think­ing. Treat it like an appoint­ment you can’t can­cel. This builds rhythm into your day and fights off distraction.

Habit Stack­ing:
There is an excel­lent book that I high­ly rec­om­mend. It is called Atom­ic Habits by James Clear. He explains habit stack­ing per­fect­ly. He rec­om­mends pair­ing a new habit with an exist­ing one to make it stick. For exam­ple, when you climb into bed, spend two min­utes review­ing tomorrow’s pri­or­i­ties. It’s a tiny new thing, but when repeat­ed over time, it adds up to a lot of time saved. The con­cept behind this is that lit­tle habits stack up and even­tu­al­ly become a lifestyle of effi­cient liv­ing. So, after you get that new habit down, you pick up anoth­er new one that you do in the morn­ing, like, say, 20 min­utes of exer­cise. So now you have two habits stacked.

So, to con­clude, here’s the fun part: When you com­bine the log­ic of math and the laws of sci­ence, you actu­al­ly cre­ate a kind of per­son­al time trav­el. You are mov­ing faster toward your goals, you are skip­ping unnec­es­sary steps, and you are pre­serv­ing ener­gy for what real­ly matters.

Math­e­mati­cians, physi­cists, and inven­tors all used one secret weapon to make giant leaps for­ward: they think about sys­tems. When you treat your life like a sys­tem, some­thing you can tweak, upgrade, and opti­mize, you cre­ate more time inside the same twen­ty-four hours.

And since I love time trav­el and tru­ly wish I had a time machine, I con­sid­er this process the clos­est to time trav­el we will ever get.

So, for a quick recap:

  1. Math teach­es us to opti­mize, find the fastest, smartest path.
  2. Sci­ence reminds us to man­age ener­gy, not just minutes.
  3. Every­day tech­niques like the two-minute rule, time block­ing, and habit stack­ing help turn the­o­ry into practice.

When you com­bine math and sci­ence in dai­ly life, you unlock the real mag­ic of mak­ing time work for you. Because time isn’t just some­thing we count, it’s some­thing we can craft.

That, in and of itself, is time travel!

I’m Gabrielle Bir­chak. Thank you for lis­ten­ing to math, sci­ence, his­to­ry! Here’s to sav­ing time and savor­ing every sec­ond you save. Until next time, carpe diem.

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