Podcast

The Future of AI Agents

Open original DataTalks.Club episode

The Future of AI Agents

Original Episode

Use these links for the canonical episode and media sources.

• Open the original DataTalks.Club podcast page
• Watch on YouTube
• Listen on Spotify
• Listen on Apple Podcasts

People

Use these links to connect the episode to guest notes.

• Aditya Gautam

Chapter Summary

Use these checkpoints to decide whether to open the source transcript.

• 0:00 - Aditya’s from embedded systems to AI
• 8:52 - Enterprise AI research and adoption gaps
• 13:13 - AI reliability in legal and healthcare
• 19:16 - Specialized models and agent governance
• 24:58 - LLM economics: Fine-tuning vs. API ROI
• 30:26 - Agent MLOps: Guardrails and data lineage
• 36:55 - Iterating on agents with user feedback
• 43:30 - AI evals for multi-tenancy and scale
• 50:18 - Aligning LLM judges with human labels
• 56:40 - Agent infrastructure and deployment risks
• 1:02:35 - Future of AGI and multimodal agents