# Behavior Modeling, Secondary AI Effects, Bias Reduction & Synthetic Data // Devansh Devansh // #311 Page: https://stenobird.com/podcast/mlops-community/behavior-modeling-secondary-ai-effects-bias-reduction-synthetic-data-devansh-devansh-311 Text version: https://stenobird.com/podcast/mlops-community/behavior-modeling-secondary-ai-effects-bias-reduction-synthetic-data-devansh-devansh-311.md Podcast: [MLOps.community](https://stenobird.com/podcast/mlops-community) Published: 2025-05-02T15:15:47+00:00 Episode link: https://podcasters.spotify.com/pod/show/mlops/episodes/Behavior-Modeling--Secondary-AI-Effects--Bias-Reduction--Synthetic-Data--Devansh-Devansh--311-e329j9i Audio file: https://anchor.fm/s/174cb1b8/podcast/play/102075122/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-4-2%2F399460585-44100-2-b429254bb0bbd.mp3 Processing state: processed JSON: https://stenobird.com/v1/public/podcasts/mlops-community/episodes/behavior-modeling-secondary-ai-effects-bias-reduction-synthetic-data-devansh-devansh-311 Duration seconds: 3695 ## Resource Behavior Modeling, Secondary AI Effects, Bias Reduction & Synthetic Data // MLOps Podcast #311 with Devansh Devansh, Head of AI at Stealth AI Startup. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // 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. // Related Links Subscribe to Artificial Intelligence Made Simple: https://artificialintelligencemadesimple.substack.com/ https://www.linkedin.com/pulse/alternative-ways-build-ai-models-taoist-devansh-devansh-z9iff/?trackingId=TKvUBldml6rOQUjqam%2B7lA%3D%3D ~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~ Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore Join our Slack community [ https://go.mlops.community/slack ] Follow us on X/Twitter [ @mlopscommunity ]( https://x.com/mlopscommunity ) or [LinkedIn]( https://go.mlops.community/linkedin )] Sign up for the next meetup: [ https://go.mlops.community/register ] MLOps Swag/Merch: [ https://shop.mlops.community/ ] Connect with Demetrios on LinkedIn: /dpbrinkm Connect with Devansh on LinkedIn: /devansh-devansh-516004168 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 Ec… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/mlops-community/episodes/behavior-modeling-secondary-ai-effects-bias-reduction-synthetic-data-devansh-devansh-311/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/mlops-community/behavior-modeling-secondary-ai-effects-bias-reduction-synthetic-data-devansh-devansh-311.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.