The Limits of Large Language Models and the Rise of Specialized AI 📉🧠
The AI industry is recognizing the limitations of large, monolithic language models and is shifting focus to smaller, more specialized models.
These tailored models offer not just better manageability but also efficiency and specificity in their applications.
This trend reflects a growing understanding that bigger AI models are not always better and that a mix of expert models can be equally effective while being more adaptable and cost-efficient.
#AIModels #SpecializedAI #EfficientAI #AIInnovation #FutureOfAI
Aspiring Security Engineer | Responsible AI | Web Security Testing | Malware Analysis | OSINT | Data Privacy | Former Software Engineering Intern | MS in Cybersecurity
1moGreat Insights! Current LLMs require significant computational resources plus they often produce biased or inaccurate outputs. Small Language Models (SLMs) offer a promising alternative especially for the finance industry. Looking forward to seeing how this trend evolves!