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The Human Algorithm

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Summary

In the heart of Croatia, a young engineer makes a choice that will define his life—and maybe change the world. Based on Filip Macukić & Mediartem AI A 2016 RIT Croatia graduate builds a company dedicated to human-centered AI training. The Valley is obsessed with scale at any cost. He's building something different: AI that transforms people, not replaces them

Genre
Other
Author
Anna
Status
Ongoing
Chapters
25
Rating
n/a
Age Rating
16+

The Tear

The paper made no sound when he tore it.

That was the first thing Filip Kovač noticed—the obscene, almost insulting silence of it. The term sheet was printed on that heavy, cotton-rich bond paper that Silicon Valley venture capitalists loved, the kind that cost more per sheet than Filip’s first laptop. It was designed to feel substantial, to carry the weight of fifteen million dollars in its fiber. It should have ripped with a satisfying, decisive screech, like a sail splitting in a gale. Instead, it merely sighed, giving way with the dull, fibrous surrender of a napkin.

Filip had to use his entire upper body to complete the tear. His shoulders bunched beneath his faded gray t-shirt, the tendons in his neck stood out like cables, and the cheap plastic chair beneath him groaned in protest. He pulled his hands apart with the slow, grinding finality of a man breaking a wishbone made of titanium. The halves of the document fluttered in his grip, two pale corpses of ambition, before he let them drop onto the cluttered desk. They landed on a smeared blueprint for their new UI, on top of a stack of unpaid electricity bills, and right next to a half-empty cup of coffee that had gone cold three hours ago.

A high-pitched, keening sound filled the room—a noise that seemed to bypass Filip’s ears and drill directly into the base of his skull. It took him a dizzying second to realize it was Marko.

Marko Barišić, his co-founder, his CTO, and the only other person in Croatia who had believed in this lunacy enough to work for free for eighteen months, was screaming. It was not a masculine roar of anger; it was a thin, reedy, almost operatic wail of pure, unfiltered despair. Marko had his hands clapped to the sides of his balding head, his fingers digging into his scalp so hard that his knuckles were bone-white. His glasses had slid down his nose, and his usually pale face was flushed a shocking, mottled crimson.

"Jesi li ti lud?" Marko shrieked. “Are you insane? Are you completely, clinically, certifiably insane?”

The fluorescent light above their heads—the one that had been flickering for six months, the one Filip had promised to fix every week, the one they both just tuned out now—buzzed its indifferent harmony to Marko’s panic. The office was a shoebox in the Zicer incubator in Zagreb, a glorified broom closet with a window that faced a grey, November-bruised brick wall. The air was thick with the smell of instant coffee, ozone from the overheating server rack in the corner, and the stale anxiety of too many sleepless nights.

Filip did not answer Marko. His eyes were locked on the torn halves of the contract, but he wasn’t seeing the legal jargon anymore. He was seeing the code. He was seeing the intricate, beautiful, honest architecture of their neural-network training model. He had built a transparency layer into the AI that was revolutionary—a feature that showed the user exactly why a recommendation was made, weighted by the emotional valence and contextual data it had processed. Every other AI company on the planet treated their algorithms as black-box deities, demanding unquestioning faith from their users. Filip had built a confessional booth with a glass wall.

And the Valley had just told him they wanted the keys to the confessional.

“Filip! Look at me! Look at me!"

Marko’s scream broke through the static. Filip blinked, his eyes dry and gritty from the 48-hour grind leading to this moment. He looked at his friend. Marko was a man of numbers, of elegant logistical architecture, of cold, brute-force efficiency. He was the one who had optimized their training loops, who had slashed processing costs by 40%, who had made the impossible dream of human-centric AI computationally viable. He was the engine. Filip was the heart. And the heart had just stopped the engine just as it was about to fire.

“Marko,” Filip said, his voice hoarse from disuse. He cleared his throat, tasting the stale bitterness of old coffee. “Section 14.2, sub-clause C. Perpetual rights. Non-negotiable. They don’t want to invest in us. They want to own the data. They want to own the neural patterns.”

Marko’s face contorted, a grotesque mask of fury. He snatched a torn half of the contract from the desk, holding it up as if it were a holy relic that had been desecrated. “So what? So what, Filip? It’s just data! It’s just statistical patterns! We give them the rights to the residuals, we take the fifteen million, and we build the next two generations of the product! We change the world! This is what we fucking wanted!”

“It’s not ‘just data’,” Filip said, his gaze dropping to the floor. He saw the crack in the linoleum, the shape of it—like a dried-up riverbed. The river of his grandfather’s memories had dried up the same way. “You know it isn’t.”

He could smell the sea. It was a phantom memory, the way sensory triggers work in the periphery of a high-stress moment. He was back in the small coastal town of Makarska, a boy of eight, sitting at the kitchen table while his grandfather, Mate, fumbled with a deck of cards. The man who had taught him the poetry of ancient Croatian, who could recite entire stanzas of Judita from memory, who had a mind as vast and clear as the Adriatic sky, was struggling to remember the rules of briškula. He’d look at the cards, his brow furrowed, a flicker of anguish crossing his face. He knew the memory was there, a ghost in the machine of his own mind, but the retrieval mechanism was broken. He would smile, a hollow, defeated smile, and say, “Zaboravio sam, mali. I forgot, little one.” And he would pat Filip’s hand, a gesture meant to comfort the boy, but which only filled young Filip with a festering, helpless rage.

That rage is what drove him. Not the money. Not the prestige. The rage at the void that Alzheimer’s had carved into a brilliant man. The promise he had whispered to his grandfather’s unhearing ears the night Mate passed away: I will build something that remembers. I will build something that honors the mind. And he had. He had built an AI that didn’t just process language—it processed the space between words, the hesitations, the micro-expressions of text. It was a therapy mirror, a teaching companion, a tool for human flourishing.

Giving the Valley perpetual rights to the neural patterns of its users wasn’t a business concession. It was a betrayal of that whispered promise.

“I don’t have to know the algorithm,” he said, his voice gaining an eerie calm. “I just have to know the result. If they own the neural patterns, Marko, they own the architecture of human insecurity. They own the architecture of human need. They own fear and they own hope. Do you understand? We would be building the ultimate surveillance economy. We would be the architects of our own enslavement.”

A sharp, crystalline sound pierced the room. It was the soft, deliberate click of a door closing.

Filip looked up. Lana.

Lana Marušić stood silhouetted against the doorframe, the backlight from the dim corridor casting a halo around her wild, dark curls. She had let herself in with the key he had given her six months ago, during the brief, euphoric summer when they had believed everything was going to be easy. She was wearing a long, paint-stained coat, the kind she wore to her studio in the abandoned textile factory in Dubrava. The smell of turpentine and oil paint drifted into the room, clashing with the ozone and stale coffee. It was the scent of the real world, of art, of feeling—a stark contrast to the sterile, numbing binary of the decision he had just made.

She watched him. She didn’t say a word. But her eyes, those deep, inscrutable eyes that had seen through him from the very first moment he’d tried to impress her with a high-minded philosophical argument about Hegel, were wide. There was a flicker in them—not shock, not anger, not fear. It was something fiercer. It was recognition.

She had called him a “mirror without a soul” on the night they met. She had challenged him to prove that his precious AI could ever replicate the messy, glorious, irrational chaos of human consciousness. And for the last few months, as he’d gotten sucked into the Valley chase—the pitch decks, the metrics, the endless, soulless zooms at 3 AM—she had been watching him slowly become the very thing he despised. She had seen the mirror tarnishing. She had packed her bags once, a month ago, ready to leave for Berlin.

She was still here. She was still watching. And in his peripheral vision, he saw her lips part just slightly. He saw the faintest curve of a smile.

Marko was on his feet now, pacing the tiny space like a caged animal. He was practically hyperventilating. “It’s not slavery, you pretentious filozof! It’s a clause! It’s a fucking clause! Do you know how many startups would kill for this? Do you know how many people would be on their knees for this sheet of paper? We have nothing! We are a bleeding, insolvent startup in a country that doesn’t even have a proper word for ‘venture capital’ in its dictionary!”

He pointed a trembling finger at the torn paper. “That was our ticket out! That was fifteen million dollars! That was a chance to show the world that a Croatian kid from a village without a traffic light could build something that rivals the giants! And you… you tore it up because of an ethical objection? An ethical objection to data?”

“Don’t,” Lana said. Her voice was soft, lower than a whisper, but it cut through Marko’s tirade like a blade of glass. “Don’t call it that. You know it’s not just data.”

Marko whirled on her. “And you! You don’t get a say! You’re not on the cap table! You’re not here at 4 AM running the training loops! You swan in with your paint fumes and your high art and you just… just watch! Like he’s some kind of performance art project!”

Filip stood up slowly. The room felt tilted. His legs were unsteady beneath him—he hadn’t eaten in eighteen hours, surviving only on the cold, bitter dregs of a coffee machine that had long since been stripped of its flavor molecules. He put a hand on the desk to steady himself. The torn contract shifted under his palm.

“Marko,” he said, his voice quiet but firm. “I need you to hear me. If we sign this, we don’t build the product. The product builds us. We become conduits. Our users become the ore. We’re not mining gold; we’re mining consciousness. And the moment we hand it over, we don’t get to decide how it’s used. We don’t get to be the good guys.”

Marko scoffed, a wet, derisive sound. “Good guys? Good guys go bankrupt, Filip. Good guys get eaten. The world eats the good guys for breakfast. I’m not trying to be a good guy. I’m trying to be a survivor. I want my name on a plaque. I want my mother to stop asking me when I’m getting a real job!”

“And what happens when we’re hired to build an AI that crushes union organizing by predicting worker dissent?” Filip asked, his voice rising for the first time. “What happens when some authoritarian state uses our neural-pattern data to build a loyalty scoring system? You think the clause is neutral? The data is neutral? We’re building a weapon, Marko. The only question is who holds the firing pin.”

Marko stared at him, his mouth opening and closing like a landed fish. The truth of it was undeniable. They both knew the trajectory of the industry. They had both read the papers, the leaks, the whistleblower accounts. Silicon Valley was a machine built on a Faustian pact, a constant, frantic race to extract value from human attention and cognition—and it had no brakes, no gear, no reverse. Filip had just pulled the emergency brake on a train going 200 miles an hour.

The silence that followed was heavier than the screaming.

The server rack in the corner hummed its quiet, plaintive whine. The fluorescent tube above flickered, buzzed, flickered again, and then, miraculously, steadied into a harsh, unwavering white. The grey November light outside the window was thinning; it was past midday, and a heavy snow was beginning to fall over Zagreb. Fat, wet flakes drifted past the grimy glass, blurring the brick wall into a featureless smear.

Filip looked at the whiteboard behind his desk. He had drawn a timeline on it, a clean, horizontal arrow with milestones marked in blue marker. The arrow ended at the top right corner, with the words “SERIES A - $15M” written in triumphant red. It looked like a sarcastic epitaph now.

Ninety days. He had calculated the burn rate the night before. Even with the German automotive contract paying out, even with the European Union grant they’d managed to snag last month, it wasn’t enough. Their current resources gave them exactly ninety days. Ninety days to make payroll, keep the lights on, and avoid the vultures from the Estonian clone circling overhead.

Lana stepped forward, finally crossing the threshold into the room. Her footsteps were silent against the cheap linoleum. She walked past Marko, who was now slumped in the corner, his head in his hands, the fight drained out of him. She approached Filip, and the earthy, human smell of turpentine enfolded him. He looked at her face—the sharp cheekbones, the slight asymmetry of her jaw, the intelligence that radiated from her like heat.

She reached out and touched the torn halves of the contract. Her fingers traced the ragged edge.

“You were right, Filip,” she said, her gaze lowered. “About the mirror. About the soul. I thought you were a naive boy with a God complex. I thought you were just inventing noble excuses to justify your own ambition.” She looked up, and her eyes met his. They were wet, but she wasn’t crying. “But you just ripped up fifteen million dollars because it was the right thing to do. No one does that. No one is that stupid. Unless...”

She left the sentence hanging.

“Unless what?” he asked, his throat tight.

“Unless you actually believe it,” she finished. “Unless the man I met in that philosophy seminar—the one who argued with me until 3 AM about objective truth—is still in there somewhere. Buried under the pitch decks and the metrics, but still there.”

Filip swallowed hard. He had almost lost her. He had almost let the chase consume him. She was right. He had been making excuses. He had hidden behind the grand, world-saving language of “human-centered AI” while secretly falling in love with the numbers, the valuations, the seductive pull of Sand Hill Road. He had told himself he was building a soul for the machine, but he had been on the verge of selling his own.

Marko lifted his head. His face was a wreck—red, tear-streaked, ruined. “And what now, philosopher?” he asked, his voice cracked and bitter. “What do we do with our ninety days? Do we hold hands and sing songs about ethics while we file for bankruptcy? Do we call up the teachers and the therapists and tell them, ‘Sorry, the AI tutor that was helping your kids de-escalate anxiety is shutting down because our founder had a crisis of conscience’?”

It was a cruel question, because it was true. The stakes weren’t abstract. Their beta testers—the public schools in Split, the therapy centers in Osijek, the HR department that had cut its turnover by 22%—were real people. They had built a product that worked. They had built a product that was good. And now, because of his stand, he was about to pull the rug out from under them.

Filip felt the weight of it. The doubt. The crushing, suffocating weight of the potential cost of his righteousness. He could see the faces of the teachers in Split, the ones who had emailed him, their voices thick with gratitude because his AI had helped a withdrawn child speak for the first time in months. He was about to let them down. He was about to let everyone down.

He walked to the window. He pressed his forehead against the cold glass. The snow was falling harder now, blanketing the city in a sudden, unseasonable whiteness. Zagreb looked quiet, peaceful, erased. He thought of his grandfather. He thought of the empty look in his eyes when he couldn’t remember the word for lubav—love. He thought of Lana’s face in the gallery, the night of her show, when she had looked at him and said, “You’re in love with the AI, Filip. Not with me.”

He could not compromise. He would not compromise. But he also could not fail.

He turned from the window. His face was calm now. The storm in his eyes had settled into something colder, harder, more determined. The doubt was still there, gnawing at his gut, but he had pushed it down into a box and locked it. He would open that box later, in the dark, when he was alone. Right now, his team needed a leader.

“The contract is gone,” he said, his voice clear and unwavering. “But the product isn’t. The idea isn’t. Ninety days is a long time.”

Marko snorted. “It’s a death sentence.”

“It’s an opportunity,” Filip countered. “The Estonians are faster. The Valley is richer. But we have one thing they don’t have. We have the transparency layer. We have the trust protocol. We have the only AI on the market that shows its work. That is a brand. That is a moat. We don’t need Valley money. We need European money. We need values-aligned money.”

Marko looked at him as if he had just suggested they build a rocket ship out of paper clips. “And where are we going to find that?”

“We find it in the wreckage,” Filip said. “We find it by burning everything else. We strip away the scale. We stop building for the masses. We build for the individual. We stop chasing the unicorn and we start building a slow-corn. A company that doesn’t go public. A company that doesn’t exit. A company that just... works. That lasts.”

Marko was shaking his head, but there was a glimmer of something in his eyes—curiosity, maybe, or just the desperate survival instinct of a man clinging to a life raft.

Filip walked over to Marko and put a hand on his shoulder. His friend was trembling. “I’m not asking you to believe in me,” Filip said. “I’m asking you to believe in the code. The code is clean. The code is honest. We have the best engineering in Eastern Europe, Marko. We have the philosophy. Now we just need the guts.”

Lana had moved to the desk. She was carefully gathering the torn halves of the contract, stacking them neatly as if they were sacred artifacts. She held them up. “What do you want me to do with this?”

Filip looked at her. For a moment, the tension in the room dissolved, and it was just the two of them, the snow falling outside, the future a terrifying, blank canvas. He remembered her painting—a massive, chaotic swirl of red and black, an abstract that looked like a heart having a panic attack. She had told him it was called The Algorithm of Grief.

“Frame it,” he said, a ghost of a smile touching his lips. “Hang it in the lobby. It’s our first official artifact. ‘The Tear.’”

Marko let out a hollow laugh. “You’re completely deranged.”

“Yes,” Filip said, turning back to the whiteboard. He picked up an eraser and wiped away the red “$15M” and the triumphant arrow. The whiteboard was bare now, a fresh canvas. He grabbed a black marker and, in bold, confident strokes, wrote two words at the center of it:

TRUST FIRST.

He underlined it twice.

“Ninety days,” he said, addressing the room. “We rebuild the architecture from the ground up. We don’t optimize for speed. We optimize for transparency. We don’t train on vast datasets. We train on curated datasets—with consent. With dignity. We build the first AI that a human can actually trust.”

Marko wiped his eyes with the back of his sleeve, sniffled, and stood up. He looked at the whiteboard. “That model is going to be slow, inefficient, and expensive to run.”

“I know,” Filip said.

“And no investor in their right mind is going to touch it.”

“I know.”

Marko sighed, a long, shuddering exhalation of surrender. He walked to his desk, picked up his own marker—a red one—and walked to the whiteboard. He stood beside Filip and, underneath the bold black letters, he wrote in crooked red: BUT LET’S BUILD IT ANYWAY.

He turned to Filip, his expression a painful mix of defeat and defiance. “I’m a pessimist,” Marko said. “But I’m a Croatian pessimist. We survive. We survive out of spite. Let’s show the bastards.”

Lana walked to the window. She looked out at the snow, which was now thick enough to coat the rooftops of Zagreb in a pristine, white silence. She didn’t turn around when she spoke.

“Filip.”

“Yes?”

“Your grandmother called. She asked me to tell you to come for dinner. She’s worried about you.”

He felt a lump in his throat. His grandmother, the one who had held his hand at his grandfather’s funeral, who had told him to “remember the good things.”

“Tell her I’ll be there,” he said.

Lana finally turned. The snow-light reflected in her eyes, making them gleam. “Tell her yourself. You’re coming with me. Both of you,” she said, glancing at Marko. “We need food. We need sleep. And we need to remember what we’re fighting for.”

Marko opened his mouth to protest, but his stomach growled loudly, betraying him. He looked down at his corpulent belly, shrugged, and grabbed his coat.

They walked to the door of the Zicer office. Filip paused and looked back.

The torn contract lay framed in the center of his desk, flanked by the empty coffee cup and the dirtied blueprint. The fluorescent light above held steady, no longer flickering. The server rack hummed its gentle, constant song. And on the whiteboard, glowing under the harsh light, two lines of text stared back at him—one black, one red.

TRUST FIRST.BUT LET’S BUILD IT ANYWAY.

The gamble had begun. The clock was ticking. Ninety days of runway. No Valley safety net. A cynical CTO who was barely hanging on. A girlfriend who demanded he be a better man than he knew how to be. And an AI that he was about to rebuild from scratch, not to replace humanity, but to save its soul.

Filip stepped out into the corridor. The snow was falling harder now, the wind whistling through the gaps in the old building’s frame. He zipped up his jacket and followed Lana and Marko into the white, blind unknown. The world had gone quiet, muffled by the snow, and in that silence, he allowed himself one moment of doubt. He imagined the look on the VC partner’s face when he heard the news. He imagined the Estonian clone’s team celebrating.

He thought of his grandfather’s eyes, lost in the fog, and then he thought of the 12-year-old in Split, whose grades had improved because his AI had bothered to ask her how she felt.

His jaw tightened.

He would find a way. Or he would die trying.

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