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⚡ AI Lessons (16660)
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Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Stop Feeding Your AI the Whole Codebase. Feed It What Actually Ran.
How runtime evidence — captured at the block level, made multithread-aware, and aggressively denoised — can transform AI code… Continue reading on Medium »
Medium · LLM
1w ago
Four Reasons Why FPGAs Hit the Sweet Spot for LLM Inference
For years, the industry has been taking a brute force approach to AI hardware. As AI models have changed in nature and complexity, most… Continue reading on Tow
Medium · LLM
1w ago
The model is the easy part: Building the LLM Platform at Whatnot
Stas Sajin, Faithful Alabi, Peiyun Zhang, Peicheng Yu | AI Platform Continue reading on Whatnot Engineering »
Medium · LLM
1w ago
Context Engineering for People Who Don’t Code
Prompt engineering gets you 60% of the way, but context is what closes the gap. Continue reading on Medium »
Medium · LLM
1w ago
15 AI Projects That Teach More Than Any Course
Courses are great for learning theory, but they can feel like swimming lessons without water. To really understand Data Science and… Continue reading on Medium
Medium · LLM
1w ago
You’ve Been Reading AI Headlines Wrong. Here Are the Only 3 Numbers That Actually Matter.
Every week, a new model drops. Bigger. Smarter. Cheaper. But what does “bigger” even mean? Here’s the decoder ring nobody gave you. Continue reading on Medium »
Medium · LLM
1w ago
Claude Code Has Memory Now. Here’s What It Still Can’t Do
Auto Memory and Auto Dream give Claude a brain. lessons.md gives your team a shared one. Continue reading on Medium »
Medium · LLM
1w ago
Maintaining the Illusion: State in AI Deception Shells
Previously I demonstrated the potential of using AI housed in AWS Bedrock to mimic Windows PowerShell in a deception environment. Continue reading on Medium »
Medium · LLM
1w ago
Sarvam AI Explained — How India Built a Globally Competitive LLM
And why a 105-billion-parameter open-source model trained for India might be more important than you think. Continue reading on Towards AI »
Medium · LLM
1w ago
RAG Architecture in 2026: How to Keep Retrieval Actually Fresh
Most RAG systems re-index documents on a nightly schedule. In 2026, that is a design failure. Here is the streaming RAG architecture that… Continue reading on R
Medium · LLM
1w ago
Japan’s Signal Economy: An Empirical Prototype for the Intelligence Age Industrial Policy
A Case Study in Institutional Alignment: Forging the "New Social Contract" through a 4.7-Million-Character Human-AI Dialogue Continue reading on Medium »
Medium · LLM
1w ago
RAG, GraphRAG, SFT, or CPT?
How to feed proprietary business data to large language models Continue reading on Medium »
Medium · LLM
1w ago
The Nature of the “Hybrid Soul”
“By Google Search AI Mode” Continue reading on Medium »
Medium · LLM
1w ago
From Text to Vectors: The First Lesson in NLP — Document Representation and Word2Vec Deep Dive
A complete guide to thoroughly understanding the foundations of Natural Language Processing Continue reading on Medium »
Medium · LLM
1w ago
The top 1% of AI users show no loyalty to model providers (and neither should you)
If I had to rebuild my AI stack again, I would never buy an annual model plan. Continue reading on Medium »
Medium · LLM
1w ago
A Practical OSINT Framework for Early-Stage Due Diligence
What a Vessel at Anchor Can Tell You Continue reading on Medium »
Medium · LLM
1w ago
Are AI Systems Quietly Rewriting the Data We Use to Train the Next Generation?
As artificial intelligence systems scale across industries, a new and largely underexamined question is beginning to surface: Continue reading on Medium »
Medium · LLM
1w ago
My Thoughts on the AI Hype
Recently, I have been seeing a lot more posts about how if you are not incorporating AI into your workflow, you are way behind. I even saw… Continue reading on
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Most AI knowledge assistants today rely on Retrieval-Augmented Generation (RAG). You upload documents, the model searches them at runtime… Continue reading on M
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Latam-GPT and the quiet case for Latin America’s seat at the table
When Latin America’s first large language model was announced in early 2025, it looked like a textbook case of governments spending… Continue reading on B8125-s
Medium · LLM
📐 ML Fundamentals
⚡ AI Lesson
1w ago
Running Large Models on Google Colab: Why I Had to Learn Quantization the Hard Way
I wasn’t trying to optimize anything. I just wanted to run a model. Continue reading on Medium »
Medium · LLM
1w ago
Project Glasswing Isn’t Just About Cybersecurity. It’s a Warning.
In April 2026, Anthropic quietly announced something unusual: Project Glasswing. Continue reading on Medium »
Medium · LLM
1w ago
Context Window Blindness: Why Your AI Agent Doesn’t Know It’s Running Out of Space
On Monday I showed how agents waste tokens by getting stuck in loops — repeating the same tool call dozens of times, burning money on… Continue reading on Mediu
Medium · LLM
1w ago
Understanding Message Roles in LLMs: The Key to Building Advanced Enterprise AI Applications
Introduction Continue reading on Medium »
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