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What survives deleting 80% of a system prompt
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 15h ago
What survives deleting 80% of a system prompt
A study across 19,620 generations shows where prompting techniques decay and where they do not. Continue reading on Autocomplete. Real World AI »
How to Automate Online Fact-Checking with LLMs and AI Agents
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 15h ago
How to Automate Online Fact-Checking with LLMs and AI Agents
Building a fact-checking pipeline with web search, open-source tools, Python, and AI agents Continue reading on Medium »
A Mystery AI Model Just Appeared. Nobody Knows Who Built It
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
A Mystery AI Model Just Appeared. Nobody Knows Who Built It
Just a powerful model with a 1M-token context window. Continue reading on Generative AI »
An LLM Can’t Keep a Secret
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
An LLM Can’t Keep a Secret
It fails at hangman for a reason no bigger model will fix, and solving it shows what tool calls are really for. Continue reading on Medium »
Machine First (5): The People Who Tried to Teach Machines Meaning
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 21h ago
Machine First (5): The People Who Tried to Teach Machines Meaning
Part five of a series for everyone — about how the world stores what it knows, and what changes now that machines have started reading it Continue reading on Me
Building an AI Agent From Scratch: What’s Actually Behind the Loop
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Building an AI Agent From Scratch: What’s Actually Behind the Loop
No frameworks, no magic — just an LLM, three tools, and a while loop that won’t stop until the job is done Continue reading on Medium »
Inside the Transformer Stack: How AI Actually Reads Your Words
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Inside the Transformer Stack: How AI Actually Reads Your Words
Part of the “35 AI Concepts Every Data & AI Professional Should Know” series — Decoding Data Science Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Future is Now: How Artificial Intelligence is Reshaping Our Tomorrow
Artificial Intelligence (AI) is no longer a concept confined to science fiction movies or academic research labs. It has silently… Continue reading on Medium »
Sensing English — Architecture of Thought through Language and AI
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Sensing English — Architecture of Thought through Language and AI
Understanding “would/could” Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI Is Only as Good as Our Definition of Done
Plus how Prefix Tuning adapts a frozen model, and how RNNs and Transformers differ Continue reading on Medium »
RAG: Giving LLMs Access to External Knowledge
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
RAG: Giving LLMs Access to External Knowledge
In the previous part, we looked at how Large Language Models (LLMs) work and why they are so good at understanding and generating language. Continue reading on
How to Chat With a PDF Free: Ask Questions Without Reading Every Page
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
How to Chat With a PDF Free: Ask Questions Without Reading Every Page
A practical way to summarize long PDFs, find clauses faster, and ask follow-up questions in plain English. Long PDFs waste time. A 40-page… Continue reading on
There’s a reason a reported $12.9
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
There’s a reason a reported $12.9
NVIDIA isn’t buying Hugging Face for its balance sheet. Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Long context is not state
Epistemic status: A design note. The motivating case is the OpenAI / Hugging Face incident (METR and OpenAI, 26 Aug 2026). Two ICLR 2026… Continue reading on Me
Your LLM is not your AI architecture.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Your LLM is not your AI architecture.
One mistake I see often when designing GenAI applications: Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Building Velora AI: Making Customer Support Smarter with AI
How I combined Gemini, RAG, and AI agents to build a multi-tenant customer support platform that knows when to answer — and when to step… Continue reading on Me
10 ChatGPT Prompts That Will Save You 20 Hours a Week
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
10 ChatGPT Prompts That Will Save You 20 Hours a Week
If you’re still typing “write me an email about…” into ChatGPT and hoping for the best, you’re doing this the hard way. The goal of this… Continue reading on Me
Why Most Beginners Get Stuck Between Learning AI and Using It
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Why Most Beginners Get Stuck Between Learning AI and Using It
Most beginners don’t struggle with AI because they can’t use it. Continue reading on Medium »
New IBM Granite 4.2 3B vs 8B (Q8bit) on Curse of Monkey Island: not the best
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
New IBM Granite 4.2 3B vs 8B (Q8bit) on Curse of Monkey Island: not the best
Here is a demo of models dropped yesterday on August 26, 2026 by IBM: Continue reading on Medium »
What Is a Tabular Foundation Model (and Why They’re Becoming SOTA)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
What Is a Tabular Foundation Model (and Why They’re Becoming SOTA)
Pre-trained models just beat tuned tree ensembles across 189 datasets, zero-shot. Then someone ran them on real industrial data. Continue reading on Medium »