The Next Phase Of AI Takes Shape In 2026
The Next Phase Of AI Takes Shape In 2026
https://www.forbes.com/sites/sylvainduranton/2026/01/30/the-next-phase-of-ai-takes-shape-in-2026/
Publish Date: 2026-01-30 08:46:00
Source Domain: www.forbes.com
- Technological Maturation: In 2026, we expect a significant period of technological maturation for companies, leading to a return to research and foundational thinking in AI labs.
- Smaller Specialized Models: Contrary to the belief that only large models will dominate, smaller and specialized AI models are projected to capture 50% of the market by 2028, driven by their efficiency and effectiveness in specific tasks.
- Hallucination Mitigation: Solutions exist to mitigate AI “hallucinations.” Building reliable systems using fine-tuned models and enterprise data, as well as deploying multiple models to monitor for errors, will help maintain superior reliability.
- Local AI Deployment: Many companies are moving toward local AI deployment for regulatory, ethical, or access reasons, supported by open-source solutions. The AI Act in Europe is expected to further strengthen this trend.
- Focus on Individual Agents: While the development of meta-agents is ongoing, leaders should initially focus on implementing individual agents rather than investing heavily in orchestrated agent swarms.
- Impact on Workforce: The influence of AI on workforce size is becoming apparent, with leaders needing to confront the potential for reduced hiring due to increased automation from agents.
- Quantum Computing: True quantum advantage is now expected by 2030. Companies must start identifying practical quantum computing applications and prepare for the changes it will bring.
- Cybersecurity Emphasis: Despite increased awareness, cybersecurity remains underprioritized in AI initiatives. With the rise of AI-enabled attacks, it’s crucial to automate defensive measures to keep up with evolving threats.
