Multimodal Models: Combining Vision, Language, and More
This episode explores multimodal AI : models that can see, read, and even hear. We explain how models like OpenAI’s CLIP learn joint representations of images and text (by matching pictures with their...
17 Feb 28min
Efficient Fine-Tuning: Adapting Large Models on a Budget
This episode dives into strategies for fine-tuning gigantic AI models without needing massive compute. We explain parameter-efficient fine-tuning methods like LoRA (Low-Rank Adaptation), which freezes...
3 Feb 28min
Diffusion Models: AI Image Generation Through Noise
In this episode, we break down what diffusion models are and why they’ve become the go-to method for AI image generation. You’ll learn how these models gradually add and remove noise to transform rand...
20 Jan 24min
Graph Neural Networks: Learning from Connections, Not Just Data
This episode breaks down what graph neural networks (GNNs) are and why they matter. You’ll learn how GNNs use nodes and edges to represent relationships and how message passing lets models make sense ...
30 Sep 202531min
Neuro-Symbolic AI: Combining Learning With Logic
In this episode, we explain what neuro-symbolic AI is and why it matters. You’ll learn how neural networks handle patterns, how symbolic systems handle rules, and how combining the two can help models...
16 Sep 202524min
LLMs in Chip Design: How AI Is Entering the Hardware Workflow
In this episode, we look at how large language models are being used in chip and hardware design. We break down what LLM-aided design actually means, how models can generate HDL code, assist with test...
2 Sep 202520min
How Embeddings and Vector Databases Power Generative AI
This episode explains how embedding models turn language into numerical vectors and how vector databases like Pinecone, FAISS, or Weaviate store and search those vectors efficiently. You'll learn how ...
19 Aug 202518min
Agentic AI: What Happens When Models Start Acting
In this episode, we explore agentic AI systems built to not just predict or classify, but to plan, reason, and act autonomously. We break down what makes these models different, how they use tools, me...
5 Aug 202519min
