[IBM] AI Trends to Watch in 2025: The Future of Artificial Intelligence
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As we look toward 2025, artificial intelligence (AI) continues to evolve at a rapid pace. For full video, check out this link: YouTube. Here’s a breakdown of eight critical trends shaping the future of AI, based on educated predictions:
1. Agentic AI
AI agents capable of reasoning, planning, and taking action will become increasingly prominent. These systems can create multi-step plans, interact with tools, and handle complex tasks. However, current models struggle with consistent logical reasoning and multi-variable scenarios, emphasizing the need for better models in 2025.
2. Inference Time Compute
AI models are extending their capabilities during inference, allowing for variable “thinking time” based on task complexity. This advancement enables smarter AI agents through:
- Improved training data for reasoning at training time.
- Enhanced chain-of-thought processing during inference.
3. Very Large Models
The size of AI models is set to grow exponentially, with parameters potentially exceeding 50 trillion. These enormous models will push the boundaries of what AI can achieve.
4. Very Small Models
On the flip side, smaller models with a few billion parameters will gain traction. These models can efficiently perform specific tasks and operate on personal devices like laptops and smartphones, reducing the need for extensive computational resources.
5. Advanced Use Cases
AI will address more sophisticated enterprise needs, including:
- Customer service bots capable of solving complex problems.
- IT optimization and automation.
- Adaptive cybersecurity tools that respond to new threats in real-time.
6. Near Infinite Memory
Advancements in context windows will allow AI systems to maintain comprehensive memory, enabling:
- Bots to recall every interaction with a user.
- Improved personalization in customer service and other domains.
7. Human-in-the-Loop Augmentation
Collaboration between humans and AI needs refinement. Studies show that AI often outperforms humans, but combined efforts can fall short due to poor integration. In 2025, expect:
- Better systems for seamless AI augmentation in professional workflows.
- Tools that simplify AI usage without requiring domain expertise.
8. Your Predictions
What do you think will be the most important AI trend in 2025? Share your thoughts and insights—we’d love to hear your perspective!
AI in 2025 promises to revolutionize industries, redefine human-AI collaboration, and push technological boundaries further than ever before. Stay tuned to see how these trends unfold.