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Innovative VP of Technology & Board Member | Champion of Software Engineering, AI, Python & Serverless | Mentor & Strategic Innovator Driving Digital Transformation

We often think of GENAI as a fairly consistent performer independent of the human thoughts and opinions that we sprinkle in. But here's something intriguing to consider: Can the time of year influence the outputs we get from the AI models? Both ChatGPT and Claude tell us "As an AI, I don't experience emotions, motivation, or physical states like laziness or fatigue, so my performance remains consistent regardless of the time of year. My responses and functionality are designed to be the same, whether it's January or July." While AI doesn’t have feelings like humans, the data it was trained on very likely reflects seasonal behaviors and trends. Here's why I think this matters: 🔺 AI’s training data was generated by people, and people’s behaviors shifted depending on the time or season of year. 🔺 Think about the topics that peak at certain times of the year such as fitness in January or holiday planning in December. The models we interact with today might reflect those same trends, even if they don’t have “awareness” of the time as humans do. This brings us to an interesting idea: Your AI prompts might yield different or more relevant responses depending on when you ask them! Let’s dive deeper: 👉 During the holiday season, you might find AI responses more centered around gift-giving, family dynamics, or end-of-year budgeting tips. 👉 In early spring or summer, advice on outdoor activities or vacation planning might come more naturally from your prompts. 👉 Even financial advice might be more tailored during tax season or around the end of a fiscal year when people are more likely to search for related topics. The takeaway? There could be better times of the year to get more ideal outputs for certain types of requests. Seasonality in data doesn’t just affect our strategies; it may also influence the type of insights and advice AI models provide us. What are your thoughts? Have you noticed differences in the AI outputs you receive depending on the time of year?👇 #AI #AITrends #GenerativeAI #Prompts #Contentcreator #DataTrends #Seasonality #PromptEngineering #AIInsights #TechnologyLeadership #Chatgpt #ClaudeAI #OpenAI #Anthropic

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