Episodes from Utkarshkanwat

Why AI Agents May Fail by 2025

In this episode of Tech Talks Today, host Alex sits down with AI expert Utkarsh Kanwat, who shares his insights on the future of AI agents. With over 12 production systems built in development and DevOps, Utkarsh argues that the excitement surrounding autonomous agents in 2025 may be overly optimistic. He delves into critical mathematical realities that challenge their reliability, particularly in multi-step workflows where error compounding can drop overall success rates significantly. Additionally, he highlights the skyrocketing costs associated with maintaining context in AI conversations. Utkarsh advocates for a balanced approach that combines automation with human oversight, emphasizing that while the potential for AI agents is promising, we need to be realistic about their current limitations. Tune in to learn more about the factors influencing the future of AI agents and the lessons learned from real-world applications.