Generative AI and Foundation Models: A Journey Towards Tech Evolution Amidst Regulatory Hurdles and Anticipated Breakthroughs

Generative AI and Foundation Models: A Journey Towards Tech Evolution Amidst Regulatory Hurdles and Anticipated Breakthroughs

Generative AI and Foundation Models: A Journey Towards Tech Evolution Amidst Regulatory Hurdles and Anticipated Breakthroughs

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In the age of exponential technological advancements, no field holds more promise than Artificial Intelligence (AI). Within this, generative AI and foundational models have emerged as game changers. Enshrined at the forefront of the Gartner Hype Cycle for Artificial Intelligence, their influence is accelerating at an unprecedented pace, reshaping our perception of future computing capabilities.

Afraz Jaffri, director analyst at Gartner, offers key insights into this area with a focus on AI-based emergent technologies, data governance, and AI ethics. According to Jaffri, the hype and expectations surrounding generative AI and foundational models are well-founded. “These technologies hold immense potential and their capabilities are evolving rapidly,” he asserts.

Jaffri estimates that it will take about 2-5 years for foundational models and 5-10 years for generative AI to reach the ‘plateau of productivity’ – a stage where there’s widespread adoption across organization tiers resulting in tangible productivity enhancements. This prognosis is based on long-term market trends and adoption rates, recognizing the inherent power of these technologies to revolutionize business operations and consumer interactions.

As these advancements unfold, a competitive frenzy has erupted among companies to release generative AI-powered products. This in turn fuels the technology’s evolution, despite Jaffri’s caution that the actual benefits might take longer to materialize, given the complexities of these applications.

Reflecting on the range of foundational models, these go beyond large language models to include expansive image and video models. The complex nature and broad spectrum of these models necessitate a longer integration period, hence extending the time to reach the plateau.

However, potential disruptors lurk on this journey towards tech evolution. Tensions surrounding the global regulatory scene, particularly in Europe, pose significant challenges. A case in point is the recent banishment of ChatGPT, an AI-driven language model in Europe, sparking intense debates on AI regulation.

Further stirring the pot are rising concerns about copyright issues. Foundation models employing curated web data run the risk of violating copyright laws, thereby inviting potential legal ramifications.

The issue of trust and security forms another fault line in AI adoption. Ensuring control over AI outputs and maintaining security integrity continues to be paramount as we march towards a more AI-integrated future.

To sum up, the journey of generative AI and foundational models is fraught with both promise and challenges. Their current standing on the Gartner Hype Cycle validates their potential, whilst the hurdles underscore the need for thoughtful consideration. Amidst these complexities, one thing remains certain – the transformative power of generative AI and foundation models will continue to shape our tech evolution, overcoming obstacles towards sustainable and responsible innovation.

Casey Jones Avatar
Casey Jones
10 months ago

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