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The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis
What AI Developers Are Building Next, with Swyx and Alessio of Latent Space
Mar 29, 2024
40:12
Snipd AI
AI developers Swyx and Alessio from Latent Space discuss the latest trends in AI development, including speculations on future advancements like GPT-5, big tech movements with models like Mr. All-Large and Grock, evolving trends towards specialized agents, next-gen AI architectures like transformers and diffusion models, and the impact of chip innovation on AI development.
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Quick takeaways
- Specialized vertical AI agents are surpassing horizontal ones in practical applications, focusing on niche domains like finance, security, compliance, and law.
- Alternative model architectures like RWKV and state space models are challenging traditional transformers, promising improved scalability and performance in complex AI tasks.
Deep dives
The Rise of Vertical AI Agents in Industry
Vertical AI agents are gaining popularity as they prove to be more successful than horizontal ones. Companies are focusing on developing narrow agents for specific domains such as financial research, security, compliance, and legal services. While horizontal agents have a broad appeal, practical use cases are favoring specialized agents that excel in particular tasks.
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