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Multi-modal AI Generation
Hailuo AI

How MiniMax's Hailuo AI achieves AIGC image compliance at scale — with dual-side SLA inspection and hyper-granular visual recognition.

≤10%
False Positive Rate
≤2%
Leakage Rate
≤4%
Review Interception
The Customer

A pioneer in the
AIGC frontier.

Hailuo AI is an intelligent assistant launched by MiniMax, a leading General Artificial Intelligence (AGI) company.

Leveraging proprietary multimodal large language models, Hailuo AI delivers high-quality AI dialogue, image generation, and video creation to global users — prioritizing the safety and compliance of every generated output.

At a Glance
IndustryMulti-modal AI Generation
Parent CompanyMiniMax
Content TypeAI image & video generation
DeepCleer ProductsImage · Video Moderation
The Challenge

Complex risk —
at global scale.

CHALLENGE 01
Subtle Pornography Detection
AI-generated images may contain phallic suggestions (sex toys, suspicious food shapes), genital contours, or suggestive facial expressions that traditional models often fail to capture.
Subtle NSFWAI Artifacts
CHALLENGE 02
Strict Minor Protection
The platform must identify and intercept P0-level regulatory violations involving minors — suggestive poses, nudity, pregnancy implications, or abusive themes.
Minor SafetyP0 Violations
CHALLENGE 03
High-Precision Performance
While supporting rapid large-scale AIGC growth, the platform must maintain extremely low false-positive and leakage rates for "Reject" categories — balancing creative freedom with regulatory baselines.
Low FPLow Leakage
The Solution

A closed-loop strategy
tuned to the platform.

01
Rapid Integration & Standard Alignment
Leveraging collaborative experience from mature projects like Talkie, DeepCleer aligned overseas moderation standards within a minimal timeframe to support the quick launch of image and video generation scenarios.
02
Hyper-Granular Visual Labels
Specialized rules for granular dimensions — phallic objects, sexual acts, breast deformities, and genital contours. For minors: deep recognition of suggestive themes, nudity, and pregnancy, with full blockage except specific exempt cases.
03
Bi-directional SLA Inspection
A dual-side mechanism: Hailuo conducts weekly assessments of 1,500 images, while DeepCleer performs daily targeted inspections of 2,000 images — covering random Reject/Pass checks and targeted Review risk points.
04
Dynamic Policy Optimization
Addresses AIGC-specific issues such as false positives caused by abnormal anatomical structures, through continuous manual feedback loops that refine AI policies over time.

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