Blogs

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

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). This rapid expansion highlights AI’s transformative […]

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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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Blogs

How Demonstration Datasets and RLHF Drive the Success of LLMs

Over the past few years, chat engines like ChatGPT, Gemini, and others have transformed how we interact with artificial intelligence (AI). Based on large language models (LLMs), these systems have unlocked new capabilities in text generation, translation, and writing computer code. You could even get them to set up a workout routine tailored to your […]

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Blogs

Championing Checkout-Free Retail Automation with Human Expertise

“Hassle-free” and “frictionless” have become the gold standards for modern, tech-driven shopping experiences. Beyond self-checkouts, emerging technologies enable businesses to merge security, greater convenience, and transactional speed at the customer’s last touchpoint. As consumer expectations for a high-quality shopping experience evolve across physical and digital retail, checkout-free shopping delivers higher customer satisfaction. For businesses, Autonomous […]

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Blogs

Exploring Hyperautomation’s Role in Maximizing Efficiency in Financial Accounting

Explore how hyperautomation, blending LCNC, RPA, and AI, transforms financial accounting, enhancing efficiency in AR, AP, R2R, and FP&A processes.

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