How to Take the Security Risk Out of Outsourcing Your Data Labeling

If you’re on an AI project team that has massive data that requires labeling for machine learning or deep learning, you’re in a race to usable data. Outsourcing seems the easiest answer. But what ...

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MissingLink Gathers Leaders to Discuss AI to Improve the World

Deep learning platform MissingLink and the MIT Media Lab brought together artificial intelligence (AI) innovators in Boston last month for a meetup concurrent with the Open Data Science Conference. ...

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The One Thing You Need Before Starting Any AI Project

“If you want to go fast, go alone. If you want to go far, go together.” I love this proverb and apply it a lot in my work at CloudFactory. But the truth is that to realize digital transformation from ...

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5 Strategic Steps for Choosing Your Data Labeling Tool

A growing number of businesses are seeking to apply artificial intelligence (AI) to innovate customer experience and launch disruptive products. If your company is among them, you will need to label ...

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AI Challenges And Why Legal Is A Great Place To Kick-Start Great NLP

Natural language processing (NLP) is among the fastest growing applications of artificial intelligence (AI). It’s also one of the most difficult to build. NLP powers a growing number of tools, such ...

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Global Partnerships Reflect AI’s Immense Power and Potential Risks

Technology is transforming how we live and work in ways we never thought possible. At the center of those changes is artificial intelligence (AI), which has the potential to fulfill the promises of ...

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Lessons Learned: 3 Essentials for Your NLP Data Workforce

The recent failure of IBM’s Project Debater in its contest against global debate champion Harish Natarajan offers the latest in a series of lessons learned about the deployment of natural language ...

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How CloudFactory Workers Help Train NLP Models

“Hey Siri,” I said. “Call Nancy. Mobile.” Siri replied, “Calling Lindsay. Mobile.” It began to ring. I hadn’t worked with Lindsay in six years. I lunged for my phone and touched the red button just ...

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The New AI Factory Model, Part I: How to Scale Quality Training Data [Transcript]

AI training data operations are a lot like the assembly lines of yesterday’s factories. Data is your raw material, and you have to get it through multiple processing and review steps before it’s ...

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Scaling Quality Training Data: Best Practices for Your Data Production Line

“Houston, we’ve had a problem.” Astronaut Jack Swigert made the words famous when he communicated to NASA mission control that an explosion had rocked the Apollo 13 capsule that was transporting him ...

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