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12 Dec 2023  |  Global  |  Technology Research

Ethical AI: Ensuring Accountability from Automation

Transparent data, bias mitigation, and privacy-enhancing technologies to ensure trustworthy data practices

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Artificial Intelligence (AI) helps reduce or even eliminate human interventions in a wide range of tasks such as speech recognition, decision-making, visual perception, and language translation. AI technologies are increasingly integrated into daily lives, and its influence is growingly visible across various industries. The approach emphasizing...

Cyberattacks are no longer restricted to large enterprises. As attack vectors diversify, bad actors have plenty of tools at their disposal with which to target small and medium enterprises (SMEs), small offices/home offices (SOHOs), and consumers. SMEs and SOHOs are at a greater disadvantage compared to their larger counterparts since their securit...

Many technologies operate in parallel as a matter of redundancy. Others operate in parallel to facilitate change management and business transformation from an old version to a new version. It is now often said that the transformation from old stack to new stack for software development will be achieved through cloud native microservices architectu...

This Frost & Sullivan tracker provides metrics on Apple's quarterly performance (for both unit sales and revenues) for iPads, iPhones, Macs, and other products, such as iPods, Apple TVs, Beats Electronics, and Apple-branded and third-party accessories. It includes historical quarterly data for all these categories, capturing important trends in the...

This Frost & Sullivan tracker provides metrics on Apple's quarterly performance (for both unit sales and revenues) for iPads, iPhones, Macs, and other products, such as iPods, Apple TVs, Beats Electronics, and Apple-branded and third-party accessories. It includes historical quarterly data for all these categories, capturing important trends in the...

This Frost & Sullivan tracker provides metrics on Apple's quarterly performance (for both unit sales and revenues) for iPads, iPhones, Macs, and other products, such as iPods, Apple TVs, Beats Electronics, and Apple-branded and third-party accessories. It includes historical quarterly data for all these categories, capturing important trends in the...

This Frost & Sullivan tracker provides metrics on Apple's quarterly performance (for both unit sales and revenues) for iPads, iPhones, Macs, and other products, such as iPods, Apple TVs, Beats Electronics, and Apple-branded and third-party accessories. It includes historical quarterly data for all these categories, capturing important trends in the...

This Frost & Sullivan tracker provides metrics on Apple's quarterly performance (for both unit sales and revenues) for iPads, iPhones, Macs, and other products, such as iPods, Apple TVs, Beats Electronics, and Apple-branded and third-party accessories. This tracker includes historical quarterly data for all of these categories, which capture import...

After a strong performance in 2024, the global video conferencing devices market entered a period of moderated growth in 2025. Unit shipments increased by 3.3%, while revenue grew 5.8%, supported by higher average selling prices. The slowdown reflects growing market maturity, ongoing macroeconomic uncertainty, and shifting enterprise technology pri...