Recent Blogs
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Regulating Generative AI
How Well Do LLMs Comply with the EU AI Act? As generative artificial intelligence (AI) remains on center stage, there is a growing call for regulating this technology since it can negatively impact a large population quickly. Impacts could take the form of discrimination, perpetuating stereotypes, privacy violations, negative biases, and undermine basic human values. …
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Generative AI Ethics
Key Considerations in the Age of Autonomous Content With all the hubbub surrounding generative artificial intelligence (AI), there are an increasing number of unanswered questions about how to implement this transformative technology responsibly. This blog will review the European Union (EU) AI ethics guidelines and discuss key considerations for implementing an AI ethics framework when…
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GenAIOps: Evolving the MLOps Framework
Generative AI Requires New Deployment & Monitoring Capabilities Way back in 2019, I published a LinkedIn blog titled Why You Need ML Ops for Successful Innovation. Fast forward to today, operationalizing analytic, machine learning (ML), and artificial intelligence (AI) models (or rather, systems) is still a challenge for many organizations. But, having said that, technology has…
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AI Entropy: The Vicious Circle of AI-Generated Content
Understanding and Mitigating Model Collapse Introduction Imagine if you could clone yourself to be in multiple places at once, handling all your responsibilities effortlessly. Remember the sci-fi comedy film Multiplicity (circa 1996), where Doug Kinney (played by Michael Keaton), clones himself to manage his work and personal life. However, as more Dougs are created, each…
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Business Applications of Generative AI
How to Use Generative AI to Create Business Value Understanding the Power of Generative AI For those who haven’t been paying attention, generative AI has taken the world by storm. One of the more popular services is ChatGPT, an AI-powered chatbot created by OpenAI, which was released in November 2022. In just five days after launch,…
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Digital Marketing in the Age of AI Disruption (Part 3)
In Part 1 of this series, we discussed the parallels between the current hype surrounding artificial intelligence (AI)–especially with ChatGPT and Bard with three other transformative technological changes that molded human history. In Part 2, we explored what marketing systems are used in organizations and how AI is currently embedded in those applications. For Part 3, we will…
