San Francisco: Facebook has announced long-term investments in the field of Artificial Intelligence (AI) to proactively detect content that violates its policies. “To help us catch more of this problematic content, we’re working to make sure our AI systems can understand content with as little supervision as possible,” Manohar Paluri from Facebook’s AI team said during the company’s F8 conference in San Jose, California, on Thursday. “Advances in natural language processing (NLP) have helped us create a digital common language for translation, so we can catch harmful content across more languages,” Paluri added.
Facebook has developed a new approach to object recognition called “Panoptic FPN” that has helped AI-powered systems understand context from the backgrounds of photos. “Training models that combine visual and audio signals further improves results,” said Paluri. Facebook is currently facing several probes across the world for privacy violations and the spread of harmful and biased content on its platforms, including WhatsApp. Joaquin Quinonero Candela from Facebook’s AI team said the company is building best practices for fairness to ensure AI protects people and does not discriminate against them a” into every step of product development. To manage that risk, Facebook said it has developed a new process for inclusive AI. (IANS)
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