Recent insights from Visual Capitalist’s article “Ranked: The Smartest AI Models, by IQ” highlight the rapid evolution and differentiation of large-scale Machine Learning models—particularly in their general intelligence capabilities. Using standardized IQ testing benchmarks, the article ranks top-performing models like OpenAI’s GPT-4, Anthropic’s Claude 2, and Google DeepMind’s Gemini. The assessment suggests custom-built AI systems are increasingly competitive with or exceeding average human IQ levels.
A key learning here is the diversity in model architecture and deployment strategies. While GPT-4 dominated verbal and reasoning categories, advancements from lesser-known players like Inflection and Alibaba demonstrate niche excellence, indicating that innovation is increasingly democratized. Not all AI models need to be generalist; several excel in domain-specific intelligence. This has critical implications for business adoption.
For marketing and martech sectors, deploying custom AI models tailored to specific verticals—customer segmentation, predictive analytics, campaign personalization—can significantly elevate performance and customer satisfaction. For example, HolistiCrm could apply Machine Learning models calibrated on CRM data to optimize lead scoring or churn prediction. Such precision drives measurable business value: increased conversions, lower acquisition costs, and higher retention.
The rise of IQ benchmarks as a comparative performance metric also underscores the importance of strategic AI consultancy. Businesses must choose or develop models not just for their hype, but for fit, reliability, and mission-critical use cases. Partnering with an AI agency or AI expert can guide enterprises through that complexity to create holistic, high-performing AI solutions.
View original article: https://news.google.com/rss/articles/CBMieEFVX3lxTE5ud3NpdUlrY3RORkxsc29zNW4zbktkdzhNb3A5ZjF6Y2x6SDVpZGcyOUluYTZkbHlzbWlVSWhQN0VVX0hINExPYzJpVDExbDd3ZmVpRmE5eXdiZjkzd1BRYXBLUlY2UkQ1bmw5ZlhvWlVwN19pMXBZRw?oc=5 (original article)