An AI Just Cracked an 80-Year-Old Math Problem — Here’s What It Means for Your Marketing Department
Key Takeaways
Proof of speed: an OpenAI model disproved an 80-year-old Erdős conjecture in hours — a job humans couldn’t finish in decades.
Machines don’t buy; humans do. Use AI to get closer to the human, not to replace them.
Three places to put AI to work today: hyper-targeted ICP, tire-kicker filtering, and marketplace education at scale.
Sitting it out isn’t neutral — your AI-equipped competitors get faster and cheaper while you don’t.
An AI just shattered an 80-year-old mathematical stalemate.
An OpenAI model disproved the legendary Erdős “unit distance” conjecture, a knot the smartest humans on the planet hadn’t untied in decades. But this isn’t about calculus or academic bragging rights.
If an AI can untangle a multi-decade math problem in a matter of hours, what do you think it’s doing to your marketing data right now? The machines aren’t just coming; they’re already running circles around your outdated strategies.
If you aren’t integrating AI into your Ideal Customer Profile (ICP) targeting, CRM, and marketplace education, you aren’t just falling behind — you’re willingly becoming obsolete.
AI Can Do Math? WOW, Can It Ever!
Let’s stop and appreciate the absolute audacity of what just happened.
For more than 80 years, the smartest human beings on the planet — people with letters like Ph.D. after their names and literal chalkboards full of brain-melting equations — have been staring at a monster called the unit distance problem. For eight decades, these mathematicians struggled with paper, pencils, pens, colored chalk, high-end scientific calculators, abacuses, and whatever else they could throw at the wall.
The result? Zero answers. Complete intellectual gridlock.
Then walks in the machine.
An OpenAI model is pointed at the problem, and literally within a matter of hours — maybe even minutes — it delivers a result humans couldn’t reach in a century: it disproved the conjecture outright by building a point arrangement better than the one Erdős predicted.
It has the entire academic world scratching their collective heads, wondering how a machine built on silicon and code just leapfrogged the finest minds of a generation.
Your standard scientific calculator can’t do this. Sure, it can spit out a square root, or instantly calculate a sine or a cosine if you punch the buttons correctly.
But that’s just calculation; that’s not math. What the AI did was something entirely different: it reasoned through a spatial, geometric nightmare that defied human logic for eighty years.
Which begs the question: what the hell does this mean for you and me as marketers?
It means the machines are terrifyingly fast, absurdly good at pattern recognition, and hitting milestones that rewrite the rules of what’s possible overnight. Does any of this sound familiar to your current marketing department? Because it should.
The Human Element: Tuna Breath and Buying Decisions
Now, before you go sprinting into the server room to bow down to your new digital overlords, let’s inject a cold, hard dose of reality.
People are still human. Machines do not buy products. Humans do. Humans have a heartbeat. Humans breathe.
And yes, humans have bad breath — sometimes literal tuna breath after a rushed desk lunch. They are messy, emotional, irrational, and completely unpredictable creatures.
Light-speed data sorting and pattern recognition
Emotional triggers, relationships, and “tuna breath” moments
We can never, ever lose sight of the fact that human-to-human interaction is what ultimately seals the deal.
No one buys a high-ticket B2B solution or switches their enterprise software because a robot told them to. They buy because they trust the person on the other side of the screen or table.
But do not use that human reality as an excuse to bury your head in the sand. The Agentic AI Revolution is real, it is ruthless, and it is happening right now. Acknowledging humanity doesn’t mean ignoring the tech; it means using the tech to get closer to the humans.
Why Aren’t You Putting the Machines to Work?
Should we be surprised that an AI can do sophisticated mathematical calculations at the speed of light? Absolutely not. That’s what it was bred to do.
But should we be surprised that you’re still sitting on your hands, refusing to put AI to work in your marketing department, your CRM, and your tech stack? Yes, we should be deeply, profoundly surprised. It’s borderline negligent.
If you aren’t using the machines in your marketing, guess what? You’re actively falling behind those who are. There is nothing — and I mean nothing — more powerful than AI to do the heavy lifting required to scale a modern business.
AI doesn’t get tired. It doesn’t take lunch breaks. It can sift through mountains of data to:
- Identify your actual buyers as opposed to the chronic tire-kickers.
- Fuel prospects with the exact information they need long before they ever think about reaching out to a sales rep.
- Educate your marketplace and set your brand entirely apart from the noise.
AI is the most powerful tool to hit the business world — not just in this lifetime, but in all lifetimes.
The World’s Oldest Profession (No, Not That One)
If I were to ask you right now to name the oldest profession in human history, I’d be willing to wager a large sum on the scandalous answer you’d give me. But I dare say you’d be wrong. There’s one that’s perhaps even older.
Deep in the ancient ruins of Egypt, archaeologists have painstakingly decoded and translated hieroglyphs carved into stone thousands of years ago. Do you know what those sacred, ancient carvings actually said?
They were advertisements.
They were literal signs telling weary, dusty travelers exactly where to find food, lodging, and a cold drink.
Advertising is the world’s oldest profession. It’s the fundamental human act of saying, “I have what you need, and here is where you find it.” And right now, that ancient profession has been utterly, violently transformed by AI.
The core mission hasn’t changed since the pharaohs, but the execution has. The ability to speak directly to your client with eerie, sniper-like precision is here. But the tool is useless if it sits on the shelf. It’s on you to put it to work.
3 Ways to Put AI to Work in Your Marketing Department Right Now
Stop admiring the problem. If you want to leverage this superhuman math machine to dominate your marketplace, here are three ways to weaponize AI in your day-to-day operations immediately:
1. Determine and activate your hyper-targeted ICP
Stop guessing who your Ideal Customer Profile is based on “gut feeling” or outdated spreadsheets. Let AI crawl your CRM, analyze historical closing data, and look across the web to pinpoint exactly who’s ready to buy. Then let it trigger automated, highly personalized outreach to those accounts the second they show intent.
2. Weed out the tire-kickers from actual buyers
Your sales team’s time is too expensive to waste on people who just want to download free PDFs. Use AI-driven behavioral scoring to track how prospects interact with your ecosystem.
The machine can flag the difference between a student doing research and a decision-maker with a burning problem and a budget — handing your team leads that are actually ready to talk.
3. Scale omnipresent marketplace education
Use AI to analyze the exact questions, pain points, and objections your market is searching for in real time.
Don’t wait for them to stumble onto your site; use AI to generate highly authoritative, hyper-relevant content that answers those questions across every channel. Educate your prospects at scale long before they ever think about hopping on a discovery call, establishing your brand as the only logical choice.
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This is what Today’s Media Agency does. We build the AI-driven ICP targeting, lead scoring, and marketplace-education engine that turns this from a blog post into your pipeline.
Frequently Asked Questions
If AI is so smart at math, is it going to completely replace my marketing team?
No, unless your marketing team consists of mindless robots who only copy and paste data. AI does the heavy lifting, the sorting, and the pattern recognition. It cannot replicate human empathy, cultural nuance, or the strategic creativity needed to connect with a living, breathing consumer. It replaces the drudgery, not the strategist.
How can an AI find my Ideal Customer Profile (ICP) better than I can?
Because you’re biased and limited by human bandwidth. You look at a few dozen successful clients and make an educated guess. AI looks at thousands of data points across your entire CRM, historical touchpoints, firmographics, and real-time web behavior in seconds. It finds the hidden, profitable correlations you completely missed.
Will using AI make my marketing sound robotic and soulless?
Only if you’re lazy. If you let an AI write your copy without human oversight, yes — it will sound like a generic corporate appliance. But if you use AI to gather the data, uncover the insights, and structure the targeting while keeping human control over the final voice and emotional hook, your marketing will sound more relevant than ever.
What exactly is “Agentic AI” and why should I care?
Traditional AI waits for you to give it a prompt. Agentic AI is autonomous: you give it a goal (e.g., “Find and nurture 50 qualified leads in the tech sector this week”), and it determines the steps, executes the tasks, adapts to obstacles, and uses tools on its own to hit that goal. It’s the difference between a calculator and an assistant.
How does AI help me educate the marketplace before a buyer reaches out?
Buyers do 70% to 80% of their research before they ever contact a sales rep. AI monitors search trends, forum discussions, and industry shifts to tell you exactly what your market is confused about right now. That lets you flood those spaces with targeted content, solving their problems before they even know your brand name.
My CRM is a complete mess. Can AI actually do anything with bad data?
AI is the best tool going for cleaning up your digital dumpster fire. Modern AI tools can crawl through messy, incomplete CRM records, deduplicate contacts, fill in missing corporate data from public records, and normalize the format far faster than any intern could dream of.
Is AI marketing technology only for massive enterprises with giant budgets?
That excuse died years ago. While enterprise tools exist, AI capability is now baked into almost every mid-market CRM, email platform, and analytics tool at nominal cost. The barrier to entry isn’t budget anymore; it’s your willingness to learn how to use it.
What happens if I ignore AI and stick to traditional marketing methods?
You’ll slowly, then very quickly, become obsolete. Competitors who use AI will move faster, acquire leads cheaper, personalize outreach better, and capture market share while you’re still trying to format a spreadsheet. You’ll be using an abacus in a world full of supercomputers.
Research and further reading
Sources
- OpenAI — An OpenAI Model Has Disproved a Central Conjecture in Discrete Geometry
- OpenAI — Planar Point Sets with Many Unit Distances
- Alon, Bloom, Gowers et al. — Remarks on the Disproof of the Unit Distance Conjecture
- Phys.org — AI Makes a Major Breakthrough in a Math Problem That Had Stumped Experts for Decades
- The Conversation via Phys.org — An AI Solution to an 80-Year-Old Problem Has Shocked Mathematicians
Editorial Transparency
Who worked on this post
Three AI tools were used in the creation of this blog post to support research, drafting, editing, and optimization. Final direction, review, and publishing were completed by the Today’s Media team.