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Reinforcement Learning from One Example?

Prompt engineering alone won’t get us to production. Fine-tuning is expensive. And reinforcement learning? That’s been reserved for well-funded labs with massive datasets until now. New research from Microsoft and academic collaborators has overturned that assumption. Using Reinforcement Learning with Verifiable Rewards (RLVR) and just a single training example, researchers achieved results on par with […]

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Data Analyst or Data Engineer or Analytics Engineer or BI Engineer ?

If you’ve followed me for a while, you probably know I started my career as a QA engineer before transitioning into the world of data analytics. I didn’t go to school for it, didn’t have a mentor, and didn’t land in a formal training program. Everything I know today—from SQL to modeling to storytelling with

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Building a Scalable and Accurate Audio Interview Transcription Pipeline with Google Gemini

This article is co-authored by Ugo Pradère and David Haüet How hard can it be to transcribe an interview? You feed the audio to an AI model, wait a few minutes, and boom: perfect transcript, right? Well… not quite. When it comes to accurately transcribe long audio interviews, even more when the spoken language is

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The Secret Inner Lives of AI Agents: Understanding How Evolving AI Behavior Impacts Business Risks

Artificial intelligence (AI) capabilities and autonomy are growing at an accelerated pace in Agentic Ai, escalating an AI alignment problem. These rapid advancements require new methods to ensure that AI agent behavior is aligned with the intent of its human creators and societal norms. However, developers and data scientists first need an understanding of the

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If I Wanted to Become a Machine Learning Engineer, I’d Do This

If I wanted to become a machine learning engineer again, this is the exact process I would follow. Let’s get into it! First become a data scientist or software engineer I’ve said it before, but a machine learning engineer is not exactly an entry-level position. This is because you need skills in so many areas: Statistics

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