Blog - Yseop 2024年11月27日
Navigating the Maturity of Generative AI: Yseop’s Approach to Continuous Improvement
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Gartner分析表明,生成式AI正经历从快速增长到稳定发展和渐进式改进的转变。这一转变并非负面信号,而是走向成熟的自然过程。Yseop认为,这一阶段有利于优化现有技术,提升系统稳定性和可靠性,从而推动AI更广泛的应用。文章指出,生成式AI发展速度放缓,未来几年将侧重于降低模型规模、提升效率和扩展应用,以实现可持续发展。Yseop积极参与这一转变,致力于提供创新、可靠和高效的AI解决方案,满足客户不断变化的需求,将稳定阶段视为构建未来AI驱动内容生成的基础。

🤔 **生成式AI发展进入稳定阶段:**Gartner分析表明,生成式AI发展速度放缓,不再呈现指数级增长,而是进入稳定发展和渐进式改进的阶段,这标志着AI技术走向成熟。

🚀 **关注优化和效率提升:**随着生成式AI发展进入平台期,未来重点将转向优化成本、提升性能以及扩展应用。例如,降低模型规模,提高AI模型的效率,以实现可持续发展。

💡 **Yseop积极应对转变:**Yseop积极参与生成式AI发展,将稳定阶段视为构建未来AI驱动内容生成的基础,致力于提供创新、可靠和高效的AI解决方案,满足客户需求。

🗓️ **GPT-5或推迟至2025年底:**目前,新模型在已知基准测试中取得了类似的性能,GPT-5的发布可能推迟到2025年底。

🤝 **Yseop Copilot助力高效工作:**Yseop Copilot旨在提高工作效率,同时使工作更愉快和公平,帮助用户加速业务发展。

Gartner’s analysis suggests that the landscape of Generative AI is undergoing a significant shift. The rapid, exponential growth that once defined the movement is now transitioning to a phase of stabilization and incremental improvements. 

This evolution should not be viewed with concern but rather as a natural progression towards maturity. At Yseop, we embrace this transition as it aligns with our pragmatic approach to AI development and implementation.

 Embracing the Plateau

Gartner’s analysis suggests that generative AI has reached a plateau in terms of operational capacity. While the days of daily groundbreaking advancements may be behind us, this phase of incremental improvement allows us to refine and optimize existing technologies. It ensures systems are robust, reliable and ready for widespread adoption. At Yseop, we are not merely riding this wave; we are actively shaping it by continuously enhancing our platform’s capabilities and validating its operational effectiveness.

Over the past two years, Generative AI developments appeared seemingly overnight. Today, substantial advancements take a few months to materialize. This shift signifies a move towards a more sustainable and manageable pace of innovation.

Hype Cycle for Artificial Intelligence, 2024

Capitalizing on the Plateau 

As we approach a plateau¹ in Generative AI development, with GPT-5 possibly postponed to the end of 2025 and new models achieving similar performances on known benchmarks, the focus now shifts towards optimizing costs, enhancing performance², and scaling applications effectively. The next few years will see progression towards reducing the size and increasing the efficiency of AI models. These optimizations, while not immediately attention-grabbing, are critical to the sustained success and ³scalability of AI technologies.

At Yseop, we are not simply observers of this transition; we are active participants. By capitalizing on the stability of the current phase, we are ready to deliver innovative, reliable and efficient AI solutions that meet the evolving needs of our clients. The plateau is not a peak but a foundation upon which we will build the future of AI-driven content generation.

Yseop Copilot is designed to not only increase efficiency but also to make work more enjoyable and fair. To learn more about how Yseop’s generative AI solutions can accelerate your business, please contact us at hello@yseop.com. If you are interested in further exploring Yseop Copilot, get a demo of our automated content generation here

 

References

¹Murati, M. (2024). “Next generation of GenAI will be PhD level in 18 months to 2 years”. 

Performances plateauing: AI community trying to push AI a step further as LLM show signs of stagnant performances:

²Hugging Face (2024). “Performances are plateauing, let’s make the leaderboard steep again.” Updating their evaluation leaderboard. 

³Chollet, F. (2024). Launch of the “Arc Prize Challenge”. A very particular challenge where AI systems are asked to solve complex problems. 

The post Navigating the Maturity of Generative AI: Yseop’s Approach to Continuous Improvement appeared first on Yseop.

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