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Behavior Modeling, Secondary AI Effects, Bias Reduction & Synthetic Data // Devansh Devansh // #311
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Behavior Modeling, Secondary AI Effects, Bias Reduction & Synthetic Data // MLOps Podcast #311 with Devansh Devansh, Head of AI at Stealth AI Startup.
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// Abstract
Open-source AI researcher Devansh Devansh joins Demetrios to discuss grounded AI research, jailbreaking risks, Nvidia’s Gretel AI acquisition, and the role of synthetic data in reducing bias. They explore why deterministic systems may outperform autonomous agents and urge listeners to challenge power structures and rethink how intelligence is built into data infrastructure.
// Bio
The best meme-maker in Tech. Writer on AI, Software, and the Tech Industry.
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Timestamps:
[00:00] Devansh's preferred coffee
[01:23] Jailbreaking DeepSeek
[02:24] AI Made Simple
[07:16] Leveraging AI for Data Insights
[10:42] Synthetic Data and LLMs
[19:29] AI Experience Design
[22:20] Synthetic Data Bias Reduction
[26:33] Data Ecosystem Insights
[29:50] Moving Intelligence to Data Layer
[36:37] Minimizing Model Responsibility
[40:04] Workflow vs Generalized Agents
[49:24] AI Second-Order Effects
[55:26] AI Experience vs Efficiency
[1:01:10] Wrap up