AI Research Lab

Singularity Gate

We're building AI conversations indistinguishable from real humans. Our mission: pass the complete Turing test.

Generic LLM
Kurisu
Hello! I'm an AI assistant. How can I help you today? 😊
User
Hey Kurisu, remember when we talked about the time machine last week?
Kurisu
I'm sorry, I don't have any memory of previous conversations. As an AI language model, each conversation starts fresh. How can I assist you?
User
...nevermind.
No memory. No personality. No depth.

The Gap

Current AI roleplay models seem fine for short chats. But extend the conversation — and they forget, lose emotional coherence, and wander aimlessly.

The root cause? Training data. Models learn from scraped forums, AI-generated filler, and shallow scripts — none of which capture how real people connect over time.

Our Solution

Human-written, structurally rich dialogue data. No scraped content, no AI-generated filler. Every line is crafted by real writers who understand how people actually talk.

We build complete character arcs with memory, emotional depth, and narrative purpose — training data that teaches models to be genuinely human.

SinGate Fine-tuned
Kurisu
...You again? I told you, the PhoneWave isn't a "time machine." It's a modified microwave. There's a difference.
User
Haha, you remembered! So about that paper you mentioned—
Kurisu
The Nakabachi paper? I've been thinking about it. His claims about micro black holes are... let's just say I have concerns. Want to hear my analysis?
User
Always.
Memory. Character. Continuity.

Meet the Characters

The personalities our writers bring to life

Writer University

Your Guided Tour

  • Writing Scenarios
  • Character Story Backgrounds
  • Page Navigation & Tips
  • Review Criteria
  • Group Chat
  • Personal Page & Pay Dashboard
Start the Tutorial
Cao Cao

Hi, I'm the on-call Cao Cao. Welcome to Singularity Gate Research.

“What kind of script is this? What kind of character design? Why am I dressed like this?”

“Because being on-call is very AI. Wearing the Cao Cao costume makes you feel more human.”

“Are you kidding me?!”

Our Journey

From concept to reality

December 2025

Project Launch

Website development and core feature implementation. Building the foundation for the writer portal.

January 2026

Recruitment Launch

Public announcement on Bilibili. Demo release and first wave of writer recruitment.

February 2026

Team Assembly

Character finalization, team assembly, and the beginning of structured data collection.

April 2026

Data Complete

Data collection milestone reached. Begin model fine-tuning with our human-crafted dialogue dataset.

May 2026+

The Future

Model evaluation, iteration, and beyond. The Turing test awaits.

“If I had asked people what they wanted, they would have said faster horses.”
— Henry Ford
“We will complete the Turing test.”
— Singularity Gate

Ready to Begin?

Choose your path to get started

01

Writer's Tutorial

New here? Our “Cao Cao” will walk you through the writing process.

02

FAQ

Questions about compensation, philosophy, or the project? Find all answers here.

03

Create Profile

Ready to write? Create your account and start contributing dialogue data today.