Blogs

Artificial Intelligence

The Role of Artificial Intelligence and Human-in-the-Loop in Fraud Detection

Introduction Fraud is an ever-evolving challenge in the digital age, costing businesses billions of dollars annually. As cybercriminals adopt sophisticated methods, traditional fraud detection systems struggle to keep up. This is where Artificial Intelligence (AI) comes into play, providing real-time fraud detection and proactive security measures. However, AI alone is not infallible. With years of […]

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Artificial Intelligence

The Importance of Human-in-the-Loop (HITL) Annotation in AI Training

AI models are only as good as the data they learn from! constant—data quality matters. While automation is powerful, AI alone is not enough to ensure accurate and unbiased results. This is where Human-in-the-Loop (HITL) annotation comes in. By integrating human expertise with AI, HITL enhances accuracy, minimizes errors, ensuring ethical decision-making. Whether self-driving cars, […]

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Artificial Intelligence

AI and Human Expertise in Catalog Management: A Balanced Approach for eCommerce Success

According to The State of Personalization Report 2024, published by Twilio Segment, AI-driven personalization is a growing trend in eCommerce. 92% of businesses use Generative AI to drive success. Some common use cases include offering smart product recommendations, quicker product description generation, and improved search using images. eCommerce businesses, especially those dealing with thousands of […]

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Artificial Intelligence

AI Bias and Fairness: Strategies for Creating Inclusive Algorithms

Artificial Intelligence (AI) has become an integral part of modern society, revolutionizing industries from healthcare to finance and transforming how we live, work, and interact. From personalized recommendations on streaming platforms to predictive analytics in criminal justice, AI systems are increasingly making decisions that affect millions of lives. However, as AI technologies proliferate, so do […]

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Natural Language Processing

Common Pitfalls of Applying AI in Real-Life Use Cases: Addressing Challenges with Human-in-the-Loop Solutions

AI has become a transformative force across industries, offering unprecedented opportunities to enhance efficiency, decision-making, and innovation. However, implementing AI in real-life scenarios is not without its challenges. From biased data to over-reliance on automation, the pitfalls of AI applications can have significant consequences. This article explores the common challenges faced in AI implementation, the […]

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Natural Language Processing

HumAIn Approach: Collaboration in the Gen AI Loop

Generative AI’s (Gen AI) rapid rise in automation is closely tied to human expertise. While Gen AI is seen as the next frontier of productivity, it requires looping in human’s nuanced perspective for adaptability and diverse usability. Stanford University professor Melissa Valentine emphasizes that while Gen AI is fundamentally a data-driven language model, its potential […]

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Artificial Intelligence

Will AI Replace or Disrupt India’s KPO/BPO Models?

In the rapidly evolving technological landscape, AI is having an impact across various industries. One sector that stands on the brink of a significant transformation is India’s Knowledge Process Outsourcing (KPO) and Business Process Outsourcing (BPO) industry.  AI’s ability to streamline operations, reduce costs, and enhance service quality poses a critical question: Will AI replace […]

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Natural Language Processing

Balancing Innovation and Responsibility: The Challenge of Ethical AI

The Rise of AI Across Industries Artificial Intelligence (AI) is revolutionising enterprises such as those in automotive, high-tech media, healthcare,  finance, retail, manufacturing, and so on, across the globe, driving unprecedented growth and efficiency. The AI market, valued at around $200 billion in 2023, is projected to soar to over $1.8 trillion by 2030 (1). […]

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Blogs

From Pixels to Predictions: Human-in-the-Loop for Image and Video Segmentation

In today’s AI-driven world, image and video segmentation powered by Artificial Intelligence (AI) and Machine Learning (ML) has become foundational for high-stakes, performance-critical tasks. Precise segmentation is a transformative force, from diagnosing diseases in medical imaging to ensuring safety in autonomous vehicles and maintaining content standards online.  Yet, automated algorithms often struggle with complexities like […]

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