AI Horizons with SKK
Welcome to AI Horizons with SKK, your gateway to the forefront of artificial intelligence and machine learning! Join host SKK as we delve into the transformative world of AI, exploring the latest innovations, breakthroughs, and ethical considerations shaping our future. Each episode features in-depth conversations with industry leaders, cutting-edge researchers, and visionary thinkers who are pushing the boundaries of what's possible with AI. Whether you're a seasoned tech enthusiast or just beginning your journey into the world of artificial intelligence, AI Horizons with SKK offers insights
Episodes
The Four Pillars of Rational AI: Building High-Performance Agents
As artificial intelligence (AI) continues to evolve, the focus is on building rational agents capable of making optimal decisions and achieving our desired goals. But what exactly is rationality in AI, and how is it measured ?
This article dives into the concept of rationality and explores the four pillars that define a rational AI agent.
The Building Blocks of AI ...
Transformer models are a type of neural network that excel at understanding sequential data, like text or speech. Unlike older models that process data sequentially, transformers use a technique called self-attention to analyze all parts of the sequence simultaneously. This allows them to capture complex relationships between words or elements in the data.
Here's a breakdown of how transformers work:
- Input: Text is split in...
Decentralized Learning Shines: Gossip Learning Holds Its Own Against Federated Learning
A study published by István Hegedüs et al., titled "Decentralized Learning Works: An Empirical Comparison of Gossip Learning and Federated Learning", delves into this domain by comparing two prominent approaches: gossip learning and federated learning.
Why Decentralized Learning Matters
Traditionally, training machine learning models requires ...
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