Adapticx AI
Episodes
Reasoning, Planning, and Autonomous Agents
22 Jan 2026
Contributed by Lukas
In this episode, we trace the evolution of AI from passive text generation to autonomous systems that can reason, plan, act, and adapt. We explain why...
AI Safety & Governance
21 Jan 2026
Contributed by Lukas
In this episode, we examine why AI safety and governance have become unavoidable as general-purpose AI systems move into every layer of society. We ex...
AI in Production
19 Jan 2026
Contributed by Lukas
In this episode, we explore what happens when AI leaves the lab and enters real-world production. We examine why most AI projects fail at deployment, ...
From Deployed AI to What Comes Next (Trailer)
15 Jan 2026
Contributed by Lukas
Season 7 begins at a turning point. AI is no longer confined to research papers and demos—it is deployed, operational, and shaping real-world system...
Agents, Tools & Ecosystems
14 Jan 2026
Contributed by Lukas
In this episode, we explore how large language models evolved from passive text generators into agentic systems that can use tools, take actions, coll...
Open-Source LLM Movement
12 Jan 2026
Contributed by Lukas
In this episode, we explore how open-source large language models transformed AI by breaking proprietary barriers and making advanced systems accessib...
ChatGPT, Gemini, and the Usability Revolution
10 Jan 2026
Contributed by Lukas
In this episode, we explore how AI crossed a critical threshold—from powerful but expert-only systems to tools anyone can use naturally. We trace th...
Instruction Tuning & RLHF
09 Jan 2026
Contributed by Lukas
In this episode, we explore how large language models learned to follow instructions—and why this shift turned raw text generators into reliable AI ...
GPT-3 & Zero-Shot Reasoning
07 Jan 2026
Contributed by Lukas
In this episode, we examine why GPT-3 became a historic turning point in AI—not because of a new algorithm, but because of scale. We explore how a s...
LLM Evolution to Present (Trailer)
07 Jan 2026
Contributed by Lukas
Season 6 explores how large language models evolved from research systems into everyday AI tools. We focus on the breakthroughs that unlocked reasonin...
Scaling Laws: Data, Parameters, Compute
06 Jan 2026
Contributed by Lukas
In this episode, we examine the discovery of scaling laws in neural networks and why they fundamentally reshaped modern AI development. We explain how...
BERT, GPT, T5
05 Jan 2026
Contributed by Lukas
In this episode, we explore the three Transformer model families that shaped modern NLP and large language models: BERT, GPT, and T5. We explain why t...
Transformer Architecture
02 Jan 2026
Contributed by Lukas
In this episode, we break down the Transformer architecture—how it works, why it replaced RNNs and LSTMs, and why it underpins modern AI systems. We...
Attention Is All You Need?!!!
18 Dec 2025
Contributed by Lukas
In this episode, we explore the attention mechanism—why it was invented, how it works, and why it became the defining breakthrough behind modern AI ...
Beginning of LLMs (Transformers) : The Introduction
18 Dec 2025
Contributed by Lukas
This trailer introduces Season 5 of the Adapticx Podcast, where we begin the story of large language models. After tracing AI’s evolution from rules...
RNNs, LSTMs & Attention
17 Dec 2025
Contributed by Lukas
In this episode, we trace how neural networks learned to model sequences—starting with recurrent neural networks, progressing through LSTMs and GRUs...
Word Embeddings Revolution
17 Dec 2025
Contributed by Lukas
In this episode, we explore the embedding revolution in natural language processing—the moment NLP moved from counting words to learning meaning. We...
Classical NLP: BoW, TF-IDF, LDA
17 Dec 2025
Contributed by Lukas
In this episode, we explore the classical era of natural language processing—how language was modeled before neural networks. We trace the progressi...
NLP Before LLMs : The Introduction
17 Dec 2025
Contributed by Lukas
In this episode, we launch a new season of the Adapticx Podcast focused on the foundations of natural language processing—before transformers and la...
Frameworks & Foundation Models
10 Dec 2025
Contributed by Lukas
In this episode, we explore how modern AI frameworks and foundation models have reshaped the entire lifecycle of building, training, and applying larg...
CNNs, RNNs, Autoencoders, GANs
10 Dec 2025
Contributed by Lukas
In this episode, we explore four foundational neural network families—CNNs, RNNs, autoencoders, and GANs—and examine the specific problems each wa...
Neural Network Basics & Backprop
10 Dec 2025
Contributed by Lukas
In this episode, we break down the core mechanics of neural networks—from how a single neuron processes information to how backpropagation enables l...
Optimization, Regularization, GPUs
10 Dec 2025
Contributed by Lukas
In this episode, we explore the three engineering pillars that made modern deep learning possible: advanced optimization methods, powerful regularizat...
Why Deep Learning Took Off?!!!
10 Dec 2025
Contributed by Lukas
In this episode, we unpack why deep learning suddenly succeeded after decades of limited progress. Although neural networks were invented in the 1940s...
Deep Learning : The Introduction
10 Dec 2025
Contributed by Lukas
In this episode, we open Season 3 of the Adapticx Podcast by stepping into one of the most significant shifts in the history of artificial intelligenc...
ML Engineering & Evaluation
03 Dec 2025
Contributed by Lukas
In this episode, we explore what it really takes to build machine learning systems that work reliably in the real world—not just in the lab. While m...
Classical ML Algorithms
28 Nov 2025
Contributed by Lukas
In this episode, we explore the classical machine learning algorithms that shaped the early foundation of modern AI. These algorithms came long before...
Supervised/Unsupervised/RL
27 Nov 2025
Contributed by Lukas
In this episode, we break down three of the most important learning paradigms in modern artificial intelligence: supervised learning, unsupervised lea...
From Symbolic AI to Machine Learning
25 Nov 2025
Contributed by Lukas
In this episode, we explore one of the most important turning points in the history of artificial intelligence: the shift from rule-based symbolic sys...
Machine Learning : The Introduction
24 Nov 2025
Contributed by Lukas
In this special introduction episode, we open Season 2 of the Adapticx AI Podcast by shifting our focus from the foundations of artificial intelligenc...
Core Concepts & Building Blocks of AI
21 Nov 2025
Contributed by Lukas
In this episode, we step away from the historical storyline and focus on the essential ingredients that make modern artificial intelligence possible. ...
AI Winter & Lessons Learned
20 Nov 2025
Contributed by Lukas
In this episode, we explore the moments in history when enthusiasm for artificial intelligence suddenly cooled — the periods now known as the AI win...
The History of AI: From Turing to Expert Systems
20 Nov 2025
Contributed by Lukas
In this episode, we explore the early history of artificial intelligence — beginning with Alan Turing’s groundbreaking ideas about machine intelli...
What is AI? Symbolic vs Statistical
17 Nov 2025
Contributed by Lukas
In this episode, we explore one of the most important questions in the history of artificial intelligence: What is AI, really—and why has the field ...
Foundations of AI: The Introduction
16 Nov 2025
Contributed by Lukas
Welcome to the Adapticx Podcast.In this introductory episode, we introduce Season 1: Foundations of AI, a series designed to make the core concepts of...
Intro — Making Advanced AI Simple and Clear
16 Nov 2025
Contributed by Lukas
Welcome to the Adapticx Podcast. In this short introductory episode, we outline the mission behind the show: making advanced concepts in Artificial In...