$Appen Ltd (APX.AU)$
The horn of counterattack has already sounded.

$Appen Ltd (APX.AU)$ Appen and Scale AI are both heavyweight players in the data annotation and AI training field, but their strategies, target demands, and strengths and weaknesses differ. Below is a comparative analysis of the two.
### **Core Positioning and Methods**
Appen is an experienced company that focuses on a human-centered approach. It has over 1 million annotators spread across more than 170 countries, supporting over 235 languages, and providing high-quality human-annotated data. Its strength lies in flexibility and capability to handle text, voice, image, and multimodal datasets, making it the preferred choice for diversified, general AI projects. Appen enhances efficiency through its AI data platform (ADAP) combined with automation, but still relies heavily on human involvement to ensure accuracy and quality.
Scale AI is a young, technology-driven company that emphasizes speed, scale, and automation. Founded in 2016, it is known for handling large-scale complex data sets, particularly excelling in cutting-edge applications such as autonomous driving, LLM, and computer vision. Scale combines over 100,000 human annotators with advanced machine learning, first reducing workload through pre-labeling and then refining data through human review. This hybrid model focuses on fast delivery and high accuracy, often providing over 99% accuracy for demanding clients.
### **Scale and Speed**
Scale AI operates at speed...

$Color Star Technology (ADD.US)$
Why is the stock price over one dollar, but the purchasing price for institutions is a hundred dollars 0.0

$Color Star Technology (ADD.US)$ I sold a portion, still have 1/3 portion, now the cost is 0.09, I regret selling early 😅

$Color Star Technology (ADD.US)$
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