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17
2025.11
Data for Embodied AI: Annotating the World for Robotics
Robots are getting smarter every day, figuring out how to move through messy rooms or follow a simple spoken order without missing a beat.
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17
2025.11
Multimodal AI is Here: The Challenges of Annotating Image, Text, and Audio Together
As AI pushes deeper into mimicking how we humans experience the world—seeing, hearing, and reading all at once—models like GPT-4V from OpenAI and Goog
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17
2025.11
Active Learning vs Pre-Labeling: How to Optimize Your Data Annotation Budget
When managing machine learning projects, one of the biggest hurdles is balancing the need for accurate data annotations with tightening budgets.
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17
2025.11
Document AI in Focus: Beyond OCR with Key-Value Pair Annotation
In the realm of robotic process automation and fintech, where speed and precision define success, managing unstructured documents continues to pose real headaches.
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14
2025.11
The Data Behind the Chatbot: A Guide to "Intent & Entity" Labeling
When a customer taps out a message like "I want to book a flight to London tomorrow" on an airline's support chat, the bot behind the scenes isn't guessing—it's dissecting the words with surgical accuracy.
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14
2025.11
LiDAR vs. Camera: A Head-to-Head on Data Annotation Strategies for Sensor Fusion
When engineers in autonomous vehicle development teams grapple with sensor data, the perennial question arises: LiDAR or cameras?
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14
2025.11
The Voice of the Patient: How Speech Transcription is Revolutionizing Clinical Documentation
Physicians today face a relentless pull between delivering quality care and handling the endless paperwork that comes with it.
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13
2025.11
The Future of Automation Tools in Localization: Adapting Certified Translation Services to New Challenges
Automation is reshaping localization faster than many expected, turning what used to be a labor-intensive field into something more dynamic and efficient.
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13
2025.11
Handling “Edge Cases” Ethically: Managing Sensitive Content in Data Annotation
In the development of AI systems that moderate online content, a quiet group of people works behind the scenes—data annotators.
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13
2025.11
The Data Sovereignty Challenge: Why "In-Region" Data Annotation Matters
As a CTO in the financial or healthcare sector operating within the European Union or Canada, you've likely spent sleepless nights navigating the maze of data protection laws.
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