How AI Is Built 🛠 reposted this
I build AI systems that turn unstructured data into business value. Optimizing at system level, creating feedback loops, and building data assets. CEO @Aisbach | Host How AI Is Built
AI agents might soon be running your business workflows? Just wrapped up a podcast on the future of AI agents. 5 Key Takeaways: - The "human in the loop" is evolving: It's no longer about offshore workers completing tasks, but about AI pausing to ask YOU for critical decisions. - Cost vs. Accuracy Trade-off: For high-stakes tasks (think financial analysis), accuracy trumps cost. But for marketing copy? A faster, cheaper model might suffice. - The Workflow Capture Challenge: The magic often happens in the user's head. Capturing that decision-making process is the next frontier in agent development. - Enterprise-Ready Agents: Deploying AI agents in corporate environments requires robust security, scalability, and integration with existing systems. - The Future is Declarative: Moving beyond chat interfaces, the next big leap could be agents that understand and modify system states directly. Learn more about how you can actually bring agents into production and listen to the latest episode of How AI Is Built 🛠 with Rahul Parundekar, AI Hero. Links are in the comments below. #aiagents #agents #llms
Your insights on AI agents transforming business workflows are spot on. The evolution of the "human in the loop" paradigm signifies a shift towards AI enhancing human decision-making. You talked about the importance of capturing the user's decision-making process, which reminds me of early challenges in knowledge management systems where tacit knowledge needed to be made explicit. Considering the transition to declarative agents, if we imagine a scenario where an AI agent must dynamically allocate resources during a live cyber-attack, how would you technically ensure the agent understands and modifies system states in real-time to effectively mitigate the threat?
Rahul is very knowledgeable and insightful, an overall good teacher and organizer in SF for ML Ops community! Looking forward to listening to this.
Also on Snipd and Overcast :)
I build AI systems that turn unstructured data into business value. Optimizing at system level, creating feedback loops, and building data assets. CEO @Aisbach | Host How AI Is Built
3wApple: https://podcasts.apple.com/us/podcast/building-ai-agents-for-the-enterprise-realistic-use/id1739823286?i=1000661130755