A Year of Pursuing AI Tools with Zero Output: Reflections from a Serial Entrepreneur

Author: Brian D. Evans, Inc. 500 serial entrepreneurs, founder of BDE Ventures

Compiled by: Deep Tide TechFlow

Deep Tide Intro: In this article, the author breaks down a typical psychological trap using his own firsthand experience of chasing AI tools for a year and producing nothing:

Treat “trying new tools” as “building things yourself.” His core argument is this: when everyone can use the same models, the only moat is taste and depth—and taste can only be earned through real outcomes and sustained focus.

Below is the full translated compilation.

I’ve seen this playbook before

Stay in tech long enough and you’ll notice a pattern.

Some founders spend every day chasing new AI tool reviews on X, while others, when everyone else is distracted, quietly build their businesses.

Most people are in the middle.

We want to make something that lasts, but we’re afraid of being left behind. So we chase the frontier, convincing ourselves that “the people who see the future first win.” But history tells us an uncomfortable fact:

The ones who see the future first are rarely the ones who end up capturing the benefits. Seeing the frontier and surviving the frontier are completely different skills.

If this tech cycle has already burned you out, you should read this article. Because “early” isn’t a reward—it’s a trap.

The first illusion

There’s a kind of person who’s naturally drawn to the margins.

They detect shifts in trends earlier than anyone else—snapping them up before weak signals become consensus. The future reveals itself to them first, not in the form of data, but as intuition, a glimmer that others haven’t seen yet.

The myth we tell ourselves is: if you see it first, you win first. But that’s not how it works.

Google wasn’t the first search engine. Apple wasn’t the first company to make smartphones. You don’t even need to dig into history—look at AI right now. Eighteen months ago, companies rushing to put a thin layer of product polish on top of GPT-3 have mostly already died.

The companies winning today are the ones who start pouring concrete only after the foundation is truly solid.

To be clear: early action has real value.

If you’re a founder and you use the right tools at the right time, you can compress months of work into days. If you’re an investor and you’ve personally played with these technologies, every bet you make becomes more accurate.

But there’s a line—once you cross it, it backfires. When “using tools” becomes the goal instead of the means, you’re not moving closer to the target; you’re moving away from it—while still feeling incredibly efficient. This is the most dangerous kind of distraction: it disguises itself as progress.

Early isn’t return—it’s entry testing.

But the real danger isn’t “early” by itself. It’s how “early” changes your brain.

A persona and its wound

Early adopters aren’t just a user profile—they’re a psychological profile.

Imagine a tribe’s scout. You know this kind of person—maybe you are one. You can spot patterns others overlook; you feel more alive in possibilities than in day-to-day reality. You’ve got fifty browser tabs open, subscribe to three different AI services, and a pile of half-finished projects that last month “promised to change everything.”

This kind of person is an indispensable part of the ecosystem. But every profile has its wound.

For early adopters, the wound is this: you think getting closer to the future automatically gives you control over the future. In the investment world you hear a refrain over and over: “You have to use every tool every day, so you can stand at the very frontier.”

It sounds reasonable—and some of it is true.

Testing new models has tangible value. Figuring out how agents work can make your judgment sharper. But hidden in that advice is a trap: you can’t spend your entire life waiting for the newest software updates, and then try to master every new feature.

I fell for it myself.

For a stretch last year, I was testing four AI coding assistants, three image generators, and two agent frameworks at the same time. I was “staying ahead.” But when I looked back at what I actually produced that month—zero. Nothing delivered.

All my energy went into evaluation, not execution. I was acting the part of a builder, but doing the job of a product reviewer.

What’s the scariest part? The whole process feels unusually fulfilling.

Every test, every comparison, every new integration feels like forward motion—but it isn’t. It’s an extremely clever kind of standing still.

This danger is physiological.

Your brain is terrible at distinguishing “the feeling of progress” from “real progress.” Talking to friends about your startup gives you a dopamine hit, even if you haven’t written a single line of code. One hundred ideas popping up before breakfast feels like innovation, even if none of them ever see the light of day. Your reward system cashes emotional checks before the work is even finished.

That’s exactly what tool-chasing triggers: “early gratification.” Testing a new AI agent feels like launching a product. Moving to a new workflow feels like “staying ahead.” Novelty disguises itself as virtue.

But being busy isn’t an advantage—it’s just a museum exhibit of an unfinished experiment. This is how foresight turns into self-sabotage.

The best builders don’t have speed. They have something else.

The hidden costs of the frontier

When you’re too early, everything costs more.

Tools crash, workflows break, interfaces change overnight, and standards don’t exist yet. The time pioneers spend fixing leaky pipes is more than the time they spend actually using the pipes.

Then there are social costs. The world hasn’t caught up. Customers can’t see the need; peers get tired of hearing you talk about the future. You carry conviction, but there’s no external positive feedback. It’s a lonely—and expensive—position.

What’s the deepest cost? Burnout.

Burnout happens when belief runs ahead of pace. You see the trend, throw yourself into it, knock on every door—yet you never truly step through any door. You might be early, but nothing in your business is compounding.

This is happening everywhere now. Founders think that trying every new model, agent, and tool is building competitive advantage. It’s not. It’s just stacking up fatigue. You’re cognitively ahead but execution is completely fragmented. You touch every door but never enter any room.

But there’s an uncomfortable flip side that most advice about “slowing down” ignores: not being early can be just as deadly.

Behind every burnt-out founder chasing tools is someone who, in 2023, treated AI as hype, stuck to old ways of building SaaS, and then watched—quite literally—a two-person team with agents steal his lunch in mid-2025. They had good taste, but no sense of urgency at all. The grave is symmetrical: one side is casting nets everywhere, the other is stubbornly standing still.

The issue isn’t fast or slow; it’s—how do you find a rhythm that compounds?

So what actually separates burnout-prone pioneers from the people who truly seize the frontier?

Real hard currency

Not capital. Not programming ability. Not even being the first to try a new beta release.

When everyone can use the exact same models, the exact same agents, the exact same compute, tools stop being a differentiator. The only remaining advantage is: you know what to do with these tools. That requires taste. And taste is built on an invisible asset—attention.

Not attention in the social media sense—not clicks, exposure, or followers. It’s a deeper kind of attention:

The quality of focus you bring to the task in front of you. The ability to choose what to look at—maybe even more importantly—what to not look at.

Here, “taste” has a specific meaning. You can see a new AI tool and, within ten minutes, know whether it solves a real problem or is just a flashy demo.

It’s knowing which one matters among thousands of options generated by AI—not because you analyzed every single one, but because you’ve done enough in the real world to feel what’s missing from the analysis.

Taste is judgment shaped by consequences, not something you buy by consuming content. You have to earn taste by shipping failed things, placing bets that cost you, and sitting long enough with decisions to feel their weight. You can’t swipe together taste—you can only earn it.

Look at David Holz from Midjourney. While everyone else was scrambling to build enterprise-grade B2B interfaces, he put the entire product in the Discord server. Clumsy, weird. But it allowed him to put 100% of his attention into the core model, not UI. He ignored noise and chose depth over convention. With a tiny team, he built a dominant company.

Most people miss the key point in this example. Holz isn’t “slow.” He’s extremely ahead in image generation—he started running AI experiments years before this wave. The difference is: he didn’t scatter his attention across every new AI development. He dug deep on one thing. He used early exposure to cultivate taste—judging where to focus—then went all-in. That’s the pattern: the frontier can sharpen your judgment, but only if you narrow your battlefield with that judgment instead of expanding it.

Power, in the oldest sense, is turning the possible into the real. That’s what the best founders do. They take raw possibilities and shape them into something coherent. But that takes sustained focus—meaning you pick one door and keep walking through it.

The fatal mistake early adopters make is treating attention as cheap. As if you can sprinkle it across every new frontier and still have enough left to build real things. If you spend all your time reacting to tools instead of building judgment for what truly matters, you can’t cultivate taste. Spreading yourself across every hype cycle isn’t building advantage—it’s burning the only resource that can produce compounding.

The secret isn’t speed. It’s depth.

The builder who waits a bit

I want to make this concrete, because “quiet builders” can’t just be a nice-sounding label—you have to see what it actually looks like.

I know a founder—call him James—who wants to be exactly that. He runs a logistics optimization company. When the AI wave hit at the end of 2022, his whole peer circle went into a frenzy. They slapped GPT onto products, wrote “AI-powered features” in press releases, and hired a bunch of prompt engineers. Standard script.

James did something different. He spent three months studying various failed cases.

He talked with customers who had tried competitors’ new AI features and found them unreliable. He precisely mapped where AI in his product would create real value and where it would only add complexity without return. He read papers, tested models privately with his own data, and announced nothing publicly.

For six months, investors were anxious. Competitors were getting media exposure. The board wanted to know where the AI roadmap was.

Then in the third quarter of 2024, he made his move. He integrated a fine-tuned model into the route optimization workflow—the exact part of his product it already excels at. Customer costs dropped by 31%. Not “AI-powered” in marketing, not a chatbot bolted onto a sidebar. Just a precise integration that made the product’s strongest point even stronger.

Each of James’s competitors built twelve AI features. James built one. His retention rate rose by 40% in one quarter. Two of those competitors later shut down.

This is what quiet builders actually look like. Not people who ignore AI, but people who use early exposure to figure out exactly where AI matters in their own world—and then, when the time is right, strike decisively. Early in cognition, not rushed in action, and precise when they act.

True transformation

Every great founder story, when you squint at it, has the same shape.

Leave the known world, enter the wilderness, face the tests—and then change as you come back. But no one says this part: many people get lost in the wilderness and never return.

That’s the pattern of the early adopter journey. You leave consensus, step into the frontier, and fight against broken tools, skeptical peers, an unstable market, and the continuous temptation of novelty. The question is whether you can come back with loot—or whether the frontier swallows you whole.

Immature early adopters think acceleration is the answer. More tools, more experiments, closer to the future.

But mature builders悟到了 something harder: rhythm. Restraint. Real advantage almost never comes from “being the earliest,” but from turning insight into something cohesive.

They don’t just bring back news from the frontier. They bring back discipline.

They bring back systems. They return with a quiet kind of confidence—the kind that doesn’t need to chase every headline, because they’re busy building a real future. While amateurs are debating on X which model is faster by seconds fraction, mature builders are quietly integrating yesterday’s models into workflows that will generate real revenue tomorrow.

They bring back something solid enough to build an empire on.

Three pieces of advice for frontier players

After watching a few rounds, it boils down to three things.

Go deep, don’t spread out. Try these technologies hands-on, but choose your lane. Test ten tools, then bet on one. The depth you gain comes from using, not from contact breadth. Every hour you spend evaluating the eleventh tool steals it from mastering the third tool.

Do what can’t be copied. The masses will always arrive. When they do, the only moats that can hold are the things that take time—trust, relationships, systems, taste, and real credibility built through real consequences. AI can generate content, code, and analysis, but it can’t generate ten years of industry judgment. While the window is still open, compound your durable assets.

Expand based on signals, not wishes. Don’t expand just because a tool impresses you in a demo, and don’t expand just because a competitor ships a feature. Wait until the market gives real signals to move. Paid customers, retention curves, demand that comes proactively. Belief in the future is necessary, but unvalidated belief is just expensive optimism.

Three actions you can take today

Action 1: Stop trying every new tool released this week. Pick two that truly matter to your work; ignore everything else. In 48 hours, your brain will thank you.

Action 2: Write down a durable asset you’re going to build over the next six months. Not a tool, not a shortcut. A skill, a relationship, a system, a set of works. Put it somewhere you can see every day.

Action 3: Find a thinker who doesn’t chase traffic, but accumulates wisdom over decades. A teacher, a philosopher, a builder. When noise gets loud, let their work become your anchor.

The window is closing

It’s not the window for AI that’s closing, and it’s not the window for “early.”

What’s closing is the window of using scattered attention as a strategy.

Tools are getting better, and the market is maturing. The people who built depth while others were chasing demos are about to get their moment.

The future gives early movers extra time, but it doesn’t give extra forgiveness. How you use this time determines whether “early” ultimately becomes an advantage, a wound, or chronic self-destruction.

True winners aren’t necessarily the earliest. They’re early, clear-headed, durable—and when the moment turns, they’re still standing there.

To win at “early,” you have to outlast your own excitement.

There are two tribes now: the demo-chasers and the quiet builders. If you no longer want to chase noise and you’re ready to build something that lasts, share this and find your people. If you’ve been building quietly while others are distracted, leave a comment below with the one tool you’re truly using every day. Let’s see what real builders are using.