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⚡ AI Lessons

Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
2h ago
Reinforcement Learning for Reasoning LLMs: Understanding Proximal Policy Optimization
In my previous article, “Reinforcement Learning for Reasoning LLMs: Understanding Trust Region Policy Optimization”, we explored how Trust… Continue reading on

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
2h ago
“Just Predicting the Next Word”
It’s the most common one-line explanation of how LLMs work. It’s also true. And it hides almost everything that’s actually interesting… Continue reading on Medi

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
2h ago
Why Gen AI Training in Hyderabad Is the Smartest Career Move for 2026
Why Gen AI Training in Hyderabad Is the Smartest Career Move for 2026 Continue reading on Medium »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
2h ago
Can Zero-Shot Tabular AI Like TabFM Actually Beat XGBoost?
How Google’s zero-shot foundation model for tabular data(TabFM) compares to XGBoost on speed, accuracy, and messy real-world data with my… Continue reading on L

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
2h ago
Can Zero-Shot Tabular AI Like TabFM Actually Beat XGBoost?
How Google’s zero-shot foundation model for tabular data(TabFM) compares to XGBoost on speed, accuracy, and messy real-world data with my… Continue reading on L

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
8h ago
How Model Training Actually Works: Inside the Making of an LLM
Ask most people how ChatGPT or Claude “learned” to talk the way it does, and you’ll get some version of “it read the internet.” That’s not… Continue reading on

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
8h ago
All AI Cheat Sheets in One Blog
The Genius-Level Reference You Bookmark and Never Have to Search For Again Continue reading on Medium »

Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
8h ago
All AI Cheat Sheets in One Blog
The Genius-Level Reference You Bookmark and Never Have to Search For Again Continue reading on Medium »
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
8h ago
Learn Artificial Intelligence From Scratch: Get a Free Beginner’s Guide
A simple introduction to AI, ChatGPT, machine learning, and the skills beginners need to get started. Continue reading on Medium »

Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
10h ago
ChatGPT Memory Remembers Everything Now. Most Creators Use It Wrong!
ChatGPT memory quietly changed the tool from a stranger you re-introduce yourself to into one that already knows you, and most creators… Continue reading on Med

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
14h ago
DeepSeek V4-Flash Broke 4-Bit Quantization: Q4 Is Only 4% Smaller Than Q8
For three years the local-LLM ritual has been the same. Find the model. Scroll past the full-precision weights. Download the Q4. Save 50%… Continue reading on T

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
16h ago
Evaluating RAG Systems — RAGAS, Faithfulness, Relevance, and Recall Metrics
Retrieval-Augmented Generation (RAG) has become a standard architecture for building LLM-powered applications that need access to external… Continue reading on

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
16h ago
Reproducing GPT-2 on a free Kaggle GPU: what four modern tricks actually change
I recently finished Sebastian Raschka’s Build a Large Language Model (From Scratch), which walks through implementing the basics of llms… Continue reading on Me

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
16h ago
AI in the PhD Loop: How It Reshaped My Research Practice in NLP
I am a PhD in Natural Language Processing (NLP) of Artificial Intelligence (AI), primarily focused on text-based question answering. Over… Continue reading on M

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
16h ago
AI in the PhD Loop: How It Reshaped My Research Practice in NLP
I am a PhD in Natural Language Processing (NLP) of Artificial Intelligence (AI), primarily focused on text-based question answering. Over… Continue reading on M

Hackernoon
🧠 Large Language Models
⚡ AI Lesson
20h ago
Transformers Beyond ChatGPT
How transformers power medical imaging, robotics, satellite analysis, driving, protein science, security, recommendations, and anomaly detection.

Medium · Python
🧠 Large Language Models
⚡ AI Lesson
22h ago
How LLM Tool Calling Works and What Breaks When You Ship It
I’ve been building a production autonomous coding agent for which you just describe what you need, and it writes the code and opens a… Continue reading on Artif

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
22h ago
How LLM Tool Calling Works and What Breaks When You Ship It
I’ve been building a production autonomous coding agent for which you just describe what you need, and it writes the code and opens a… Continue reading on Artif

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
22h ago
From Rule-Based AI to Generative AI: How Artificial Intelligence Learned to Plan, Decide, and…
A journey from intelligent agents and AI planning to ChatGPT and Large Language Models Continue reading on Medium »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
22h ago
Architectural Breakdown: BHASHINI’s Multilingual AI Pipeline vs. Standard Large Language Models
Why resolving India’s language issue needs more than simply creating a large language model Continue reading on Medium »

Medium · RAG
🧠 Large Language Models
⚡ AI Lesson
22h ago
Accelerating Hierarchical Navigable Small World (HNSW)-RAG Vector Search with CUDA
How we moved the algorithm behind modern vector databases to the GPU step by step, and cut query time by 57.7%, without touching recall. Continue reading on Tow

Forbes Innovation
🧠 Large Language Models
⚡ AI Lesson
1d ago
The Trillion-Dollar AI Race Will Be Won By Trust
The early pioneers of natural language generation (NLG) can be viewed as one of the foundational technologies that anticipated today's enterprise AI challenges.

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
Whoever Owns the Memory Owns the Agent
Inside the agent memory landscape, and why Walrus Memory’s bet on portability might be the one that matters Continue reading on Medium »

Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
1d ago
A Knowledge Graph Doesn’t Save LLM Tokens by Default
What data scientists must get right — identity, semantics, evidence, and evaluation — before a graph becomes useful LLM context Continue reading on Medium »
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