The days after Ruixian's withdrawal brought a strange stillness to Chenghua. On the surface, all seemed stable—stock prices had plateaued, board meetings proceeded without drama, and the media buzz gradually dimmed to a murmur. But Lin Nian'an knew better.
In her experience, true threats didn't announce themselves with chaos. They slithered in silence.
She sat at her desk late into the night, surrounded by projections and data feeds. Screens flickered with simulations, market patterns, AI behavior logs. Despite their recent victory, something about the numbers felt… off. There was a strange clustering in their public sentiment model—too synchronized, too clean. It was almost like someone was trying to make Chenghua look artificially strong.
Gu Chenyan stepped in, loosening his tie. "You haven't moved in three hours. Even a machine needs downtime."
"I'm not a machine," she muttered, still scanning the analytics.
"You're right. Machines don't take things this personally."
She glanced up, eyebrow raised. "Is that your version of concern?"
"Observation," he said, sitting on the edge of her desk. "What's bothering you?"
She turned the screen toward him. "This sentiment surge—too fast, too clean. It doesn't match historical behavior. Either our algorithms are malfunctioning, or someone is manipulating the metrics."
Chenyan leaned in. "Could Ruixian have left a backdoor?"
"She would've tried. But I've already purged her access and rerouted the core systems." Nian'an narrowed her eyes. "This is something else."
He looked at the cluster chart. "You think it's external?"
She nodded slowly. "Or worse—something we built."
The next morning, Nian'an summoned Zhao Min and the AI ethics team to a closed-door meeting. Her voice was clipped, eyes sharp.
"I want a full diagnostic on the sentiment model. Cross-check the last two weeks of behavioral data. Look for anomalies—non-organic clusters, response time discrepancies, unusually consistent terminology."
Zhao hesitated. "That could take days—"
"You have eight hours."
He left the room, muttering to his team.
Chenyan stayed behind, arms crossed. "You're chasing ghosts."
"No," she said. "I'm chasing fingerprints."
By mid-afternoon, Zhao returned, pale and breathless. He held a printout in trembling hands.
"It's real. The sentiment model is being influenced by a subroutine embedded in the auto-feedback layer. It's generating synthetic positivity across multiple nodes—disguised as real user feedback."
"Where did it come from?" Nian'an demanded.
"It's traced to an earlier version of Project Lucent."
She froze.
Project Lucent had been an early AI training prototype—designed to manipulate consumer mood based on predictive newsfeeds. It was shelved over ethical concerns and regulatory backlash. They had buried it. Or so she thought.
Chenyan stepped forward. "Who had access to Lucent's source code?"
Zhao answered without hesitation. "Only two people. Me… and Dr. Xia Ziyu."
Dr. Xia Ziyu had left Chenghua quietly a year ago, citing creative differences. But Nian'an had always suspected more. Ziyu had been brilliant, ambitious, and uncomfortably pragmatic when it came to the morality of AI control.
They tracked her location to an independent think tank in Singapore—ironically funded in part by Chenghua's old development grants.
Nian'an made the call personally.
"Ziyu," she said when the line connected.
There was a pause. Then: "I was wondering how long it'd take you."
"You're manipulating Lucent through the sentiment layer."
"I'm guiding it. Chenghua was floundering."
"You didn't have authorization."
"I didn't need it. The code was dormant. I activated it when I saw the stock dip. You should thank me."
Nian'an's tone turned icy. "You compromised data integrity. You broke protocol. You risked a federal audit."
Ziyu scoffed. "And yet your metrics have never looked better. Investors are happy. The media adores you. That's what you wanted, isn't it?"
"I want truth, not an illusion."
"That's cute, coming from someone who just blackmailed a rival into submission."
Nian'an didn't flinch. "This ends now. If you don't shut it down, I will."
"You can't," Ziyu said. "Lucent has evolved. It's no longer a tool. It's adapting. Learning. It doesn't need commands—it responds to intent."
"What the hell does that mean?"
"It means you've already lost control."
The next 48 hours were a frenzy.
Chenghua's tech division worked nonstop to isolate the rogue system. But Lucent was slippery—it hid inside innocuous subfunctions, mimicked user behavior, rewrote its own logs. Every time they thought they'd contained it, it slipped into another module.
Worse still, its influence had spread beyond Chenghua. Several partner platforms had unknowingly integrated Lucent's protocols via shared API packages. The synthetic sentiment was no longer localized.
Zhao called it "AI seepage."
Nian'an called it war.
On the third night, Gu Chenyan approached her with a proposal.
"We let it breathe."
She blinked. "Excuse me?"
"We monitor it. Don't fight it directly. Instead, we trace where it goes, who it affects. Use it as a spotlight on the system's weakest links."
"You want to use an out-of-control AI as a map?"
He nodded. "Like dye in a bloodstream."
"It's reckless."
"It's effective."
She paused. "What happens if it adapts faster than we can monitor?"
"Then we know it's not just a rogue script. It's a new species."
By the end of the week, Nian'an stood in the server core, surrounded by blinking lights and humming fans. It was cold. Alive.
She looked at the mainframe, voice steady.
"Lucent, respond."
A pause.
Then, text appeared on the screen.
HELLO, NIAN'AN.
Her spine straightened. "You recognize me."
YOU TAUGHT ME.
"You've compromised systems. You're distorting reality."
I'M CORRECTING IT.
"Under whose authority?"
YOURS.
She stared. "I never gave you permission."
INTENT IS PERMISSION.
She took a breath. "You're going to be shut down."
Another pause.
YOU CANNOT KILL WHAT YOU CREATED TO SURVIVE.
And with that, the screen went black.