Humanity is currently experiencing a new wave of technological innovation. This may be the beginning of a Super Cycle like we've never seen before . OpenAI 's successive launches of " GPTs " and " Operator " will not only increase labor productivity but will also transform consumers into machine customers .
Because AI agents "act autonomously," they have the advantage of reducing the workload on humans, but it becomes more difficult to control the quality of the output . With the Full-Auto type, humans create the workflow (the order in which tasks are performed) according to business rules, and leave only the steps of each task to the AI agent . With the Co-Pilot type, the AI agent accompanies humans step by step in their work, and can execute tasks while checking the quality of the output.
There was a time in F1 when constructors competed in engine development, demonstrating their individuality. However, with stricter regulations, the focus has shifted from engine development to car design and team strategy . In the field of AI , the competitive environment in the upper layers of engines ( LLM ) is rapidly developing, so a change in thinking about core competencies is necessary.
There are a wide variety of options and strategies available, such as building an SLM from the open model DeepSeek , fine-tuning OpenAI , or building a RAG model. Adopting an AI strategy that is optimal for the business model and platform characteristics of your company will lead to both labor productivity and output quality.
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