MLOps.community The Unbearable Lightness of Data // Rohit Krishnan // #295
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Mar 11, 2025 Rohit Krishnan, Chief Product Officer at Bodo.AI, shares his expertise on the evolving landscape of AI and its intersection with data engineering. He discusses innovative reasoning models and user interaction's role in enhancing AI outputs. Rohit delves into Bodo.AI’s open-source transition, which aims to revolutionize data analytics, and addresses the challenges of AI's impact on jobs. The conversation also speculates on the future of workload management and the crucial distinctions between AI and ML engineers in today’s tech environment.
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Interactive Reasoning Models
- Rohit Krishnan suggests improving reasoning models' UIs by allowing users to click into each reasoning step.
- This would enable users to adjust prompts or redirect the model's thinking process.
Real-time LLM Feedback
- Interacting with LLMs could be improved by allowing users to give feedback during the reasoning process, not just at the beginning.
- This allows for more effective steering and reduces the need to analyze lengthy reports retroactively.
Socioeconomic Impact of AI
- Widespread AI adoption in white-collar jobs will likely lead to significant transformations.
- This raises socioeconomic questions about the future of work and the economy.