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The High Cost of Dirty Data in AI Development

Unite.AI

It’s no secret that there is a modern-day gold rush going on in AI development. According to the 2024 Work Trend Index by Microsoft and Linkedin, over 40% of business leaders anticipate completely redesigning their business processes from the ground up using artificial intelligence (AI) within the next few years.

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EU AI Act: What businesses need to know as regulations go live

AI News

They must demonstrate tangible ROI from AI investments while navigating challenges around data quality and regulatory uncertainty. Its already the perfect storm, with 89% of large businesses in the EU reporting conflicting expectations for their generative AI initiatives. For businesses, the pressure in 2025 is twofold.

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Allen AI’s Tülu 3 Just Became DeepSeek’s Unexpected Rival

Unite.AI

Developments like these over the past few weeks are really changing how top-tier AI development happens. Let us look at how Allen AI built this model: Stage 1: Strategic Data Selection The team knew that model quality starts with data quality.

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How Emerging Generative AI Models Like DeepSeek Are Shaping the Global Business Landscape

Unite.AI

Even in a rapidly evolving sector such as Artificial Intelligence (AI), the emergence of DeepSeek has sent shock waves, compelling business leaders to reassess their AI strategies. A robust data strategy should assess data quality, infrastructure readiness and access to advanced technologies.

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Data Monocultures in AI: Threats to Diversity and Innovation

Unite.AI

But, while this abundance of data is driving innovation, the dominance of uniform datasetsoften referred to as data monoculturesposes significant risks to diversity and creativity in AI development. In AI, relying on uniform datasets creates rigid, biased, and often unreliable models.

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Securing AI Development: Addressing Vulnerabilities from Hallucinated Code

Unite.AI

Amidst Artificial Intelligence (AI) developments, the domain of software development is undergoing a significant transformation. Traditionally, developers have relied on platforms like Stack Overflow to find solutions to coding challenges.

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World’s First Major Artificial Intelligence AI Law Enters into Force in EU: Here’s What It Means for Tech Giants

Marktechpost

The European Artificial Intelligence Act came into force on August 1, 2024. It is a significant milestone in the global regulation of artificial intelligence all over the world. Content like deep fakes should be labeled to show it’s artificially made.