Vincent Builds

Building AI micro-SaaS in public | Sharing real numbers & experiments | LA

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[Vincent Builds @Vincent_Tesla_]

The Future of Humanity

Earth is our home.

But should it be our only home?

Becoming a multiplanetary civilization may be one of humanity's greatest challenges.

The Moon could be our first step.
Mars could be the next.

The future belongs to those willing to think beyond today.

How far do you think humanity will go in the next 100 years?

[Vincent Builds @Vincent_Tesla_]

@Duolinto 顶起来

[Vincent Builds @Vincent_Tesla_]

@JasonPM88 顶起来

[Vincent Builds @Vincent_Tesla_]

“Your time is limited, so don’t waste it living someone else’s life.”

— Steve Jobs

Stop chasing someone else’s definition of success.

Build your own vision.
Learn your own skills.
Create something that matters.

You don’t need to follow the crowd.

You need the courage to build your own path.

— Vincent Builds

[Vincent Builds @Vincent_Tesla_]

@IsraelNewsHQ May the world be peaceful🙏

[Vincent Builds @Vincent_Tesla_]

@Lurquizu Welcome

[Vincent Builds @Vincent_Tesla_]

The best AI products may not look like AI products.

They might simply remove a painful task from someone's workday.

No complicated dashboard. No endless features.

Just one expensive problem solved faster, cheaper, and more reliably.

That's a business model worth paying attention to.

[Vincent Builds @Vincent_Tesla_]

A 17-year-old cadet at New York Military Academy in 1964.
Discipline forged a leader.
Decades later, the American people sent him to the White House — twice.
From the parade ground to the Oval Office.
The people chose, and they chose again.

Make America Great Again.

[Vincent Builds @Vincent_Tesla_]

AI should make us smarter, not make us stop thinking.

We can use AI to research, analyze, create, and solve problems faster than ever before.

But there’s one thing we shouldn’t outsource: our own judgment.

The more powerful AI becomes, the more important independent thinking will be.

Technology should expand human potential, not replace it.

Do you think people are becoming too dependent on AI?

[Vincent Builds @Vincent_Tesla_]

@realDonaldTrump Always support President Trump.❤️❤️

May the world be peaceful🙏

[Vincent Builds @Vincent_Tesla_]

The next AI race won't be won by the most impressive demo.

The real winner will be the company that builds robots capable of completing useful tasks reliably, safely, and at a cost businesses can afford.

A robot performing one perfect trick is impressive.

A robot doing productive work every day is a business.

That's the difference I'm watching.

[Vincent Builds @Vincent_Tesla_]

@sama "The more autonomous AI becomes, the more important accountability and permission boundaries become."

[Vincent Builds @Vincent_Tesla_]

@paulg "Revenue is a stronger signal than a funding announcement. It shows that someone is willing to pay for what you're building."

[Vincent Builds @Vincent_Tesla_]

Exactly. The smartest approach isn’t using the most expensive model for everything.

Use lightweight models for simple decisions, and powerful models for complex execution.

The goal isn’t to minimize token costs. It’s to maximize results per dollar.

Efficiency is about choosing the right tool for the right task. 🚀

[Vincent Builds @Vincent_Tesla_]

AI agents don’t need the most expensive model for every decision.

A better architecture separates three jobs:

LLMs understand, plan, and generate.
Specialized decision models classify, score, and route.
Code executes actions and enforces rules.

Why does this matter?

The real cost of an AI agent isn’t just its token bill.

It’s the cost of completing a task — including retries, unnecessary tool calls, failures, and human review.

As AI gets cheaper, usage may increase rather than decrease. That’s the Jevons Paradox.

But more usage doesn’t automatically mean more profit.

The metric that matters is:

Cost per successful outcome.

Build for results, not just cheaper tokens.

[Vincent Builds @Vincent_Tesla_]

One question for AI builders:

Are you optimizing for the cheapest model call, or the lowest cost per completed task?

Those are two very different goals.

[Vincent Builds @Vincent_Tesla_]

@s8___Q Nice 👍

[Vincent Builds @Vincent_Tesla_]

@Jenhollidayx @Napoleon__Bon Bless you

[Vincent Builds @Vincent_Tesla_]

@DrMadina64 Bless you my dear friend ❤️

[Vincent Builds @Vincent_Tesla_]

@9777R Bless you my dear friend ❤️