Tecyfy Data & AI Talks

Ever noticed how AI sometimes gives the same type of answer over and over? That’s called mode collapse , when a model sticks to “safe” responses instead of exploring new ones. Enter Verbalized Sampling (VS) , a clever, training-free technique that asks AI to generate multiple diverse answers and show how confident it is about each one. By doing so, it restores creativity and realism in AI outputs...

What if building a complete AI agent system was as simple as clicking a button? In this episode, Charlie and Wanda explore Agent Bricks , Databricks’ new way to create, optimize, and deploy domain-specific AI agents without wrestling with complex setup or endless fine-tuning. From custom chatbots to multi-agent supervisors, Agent Bricks brings Mosaic AI’s power to your data, automatically choosing...

What if AI could read cancer’s genetic code? This episode dives into DeepSomatic , Google’s groundbreaking model that detects hidden mutations in tumor DNA, the very variations that reveal how cancer grows and evolves. By decoding these genetic clues with extraordinary accuracy, DeepSomatic brings precision medicine a step closer to reality, showing how artificial intelligence is transforming the...

Transformers can write poetry, code, and summarize books — yet they still fumble a simple 4×4 multiplication. Why? In this episode of Tecyfy Data & AI Talks , unpack the curious case of why standard Transformer models fail at multi-digit math, and how a new approach called Implicit Chain-of-Thought is breaking through that limit. From “attention as memory” to how AI builds hidden geometric pat...

Ever wondered how AI could directly access your calendar, your company’s data, or even the web, safely and seamlessly? Meet Model Context Protocol (MCP) , the open-source standard that’s giving artificial intelligence a universal connection point. In this episode of Tecyfy Data & AI Talks , the hosts break down how MCP lets AI models tap into external systems like search engines, databases, an...

Large language models have changed how we think about intelligence, but they’ve been missing one thing: adaptability. In this episode of Tecyfy Data & AI Talks , hosts dive into the fascinating world of Self-Adapting LLMs , a new generation of AI systems that can refine their own behavior and even adjust their inner workings. Imagine a student who not only studies hard but also rewrites their...