Predictions for AI Agents in 2025
25 Agent Predictions For 2025 Part 2 ๐
00:00 Introduction
A continuation of the discussion on 25 agent predictions for 2025, featuring Newar Gaspar, director of AI at Intel. The conversation covers various technology and financial trends related to AI agents.
02:00 Custom Cognitive Architectures
New custom cognitive architectures will lead to improved and safer AI agents. These architectures serve as blueprints for building autonomous systems, providing guardrails for better performance.
06:30 Tools for Agent Development
There will be a rise in dedicated tools and frameworks for agent development. This includes improved observability and testing capabilities to enhance the reliability and manageability of agents.
09:45 Multi-Agent Systems
Expect growth in multi-agent systems, where several agents collaborate to achieve a goal. These systems can increase functionality but require careful design and understanding.
12:30 Multimodal Abilities
AI agents will develop better multimodal capabilities, allowing them to process various types of data (video, audio, images) simultaneously, enhancing their usefulness in both enterprise and consumer applications.
15:00 Research and Development
More academic and open-source efforts will focus on agent research, accelerating the development of these technologies and creating innovative solutions.
18:00 New Interfaces and Protocols
New standards and protocols for agent-computer interfaces will emerge, facilitating better communication between agents and systems.
21:00 Agent-Oriented Benchmarks
The need for agent-specific benchmarks will increase, leading to better evaluation methods and performance metrics for AI agents.
24:00 Investment Trends
Significant venture capital investment will flow into agent-related companies, driven by the potential for agents to create unique value propositions.
27:00 Media Hype Cycle
Anticipate a media debate in mid-2025 regarding the hype surrounding agents, with discussions on whether their development is slowing down or meeting expectations.
30:00 AGI Discussions
Discussions about artificial general intelligence (AGI) will intertwine with the development of agents, as advances in agent capabilities spark debates on the future of AGI.
33:00 Looking Ahead
2025 will be a pivotal year for agents, setting the stage for significant advancements and integrations in 2026 and beyond, as enterprises begin to adopt agents more widely.
What are custom cognitive architectures?
Custom cognitive architectures are frameworks used to design intelligent and autonomous systems, offering guidelines that help improve the performance and safety of AI agents.
Why are multi-agent systems important?
Multi-agent systems allow multiple AI agents to work together towards a common goal, increasing efficiency and functionality in task execution, but they require careful management to be effective.
How will investment trends change in 2025?
There will be a significant increase in venture capital investments in agent-based companies as organizations recognize the unique value and potential of AI agents to enhance their operations.