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⚡ AI Lessons (12729)
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Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
2d ago
Resurrecting a Dead Django App in the LLM Era
Early in 2020 I wrote a post about a simple Django app I’d built to track my investments across accounts. The idea was pretty simple: I… Continue reading on Med
Medium · LLM
2d ago
‘Agent’ is the most confidently misused word in AI right now. Here’s what it actually means
A clear guide to explain what an “agent” actually is. From scratch. No jargon without explanation. Continue reading on ZS Associates »
Medium · LLM
2d ago
Is AI Thinking as Creative as Human Brain? Here is What Research Tells
There’s something deeply human about creativity. Continue reading on Data Science in Your Pocket »
Medium · LLM
2d ago
What If AI Understands You… Better Than You Do?
Can you really communicate to an AI what you truly want? Continue reading on Medium »
Medium · LLM
2d ago
Building AI Agents Without LangChain: What the Tutorials Skip About Format Drift, Corpus Gaps, and…
Phase 3 of my AI engineering journey: building agents from scratch, no frameworks, and the bugs that taught me more than the code. Continue reading on Medium »
Medium · LLM
2d ago
Possibly the toughest and easiest time to compete….
I happen to go through some books on AI, one was “The Coming Wave” by Mr. Mustafa and the other “Co-Intelligence” by (still on the initial… Continue reading on
Medium · LLM
2d ago
Hugging Face : The Open-Source Backbone of Modern AI
The platform powering everything from research labs to Fortune 500 pipelines — and how you can start using it today Continue reading on Medium »
Medium · LLM
2d ago
LLM Evaluation Beyond Benchmarks: Building Test Suites for Real-World User Workflows
Continue reading on AI Mind »
Medium · LLM
2d ago
Structured Output from LLMs: JSON Schemas, Tool Calling, and Failure Recovery Patterns
Continue reading on AI Mind »
Medium · LLM
2d ago
Why Your RAG Chatbot Feels “Off” (And 4 Lessons Learned Taking It to Production)
Have you ever built an AI chatbot that looked perfect in testing, only to completely embarrass you in front of real users? If you’re… Continue reading on Medium
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d ago
RAG, GraphRAG, SFT, or CPT?
How to feed proprietary business data to large language models Continue reading on Medium »
Medium · LLM
2d ago
The Nature of the “Hybrid Soul”
“By Google Search AI Mode” Continue reading on Medium »
Medium · LLM
2d 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 »
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