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📰 Medium · LLM

7,628 articles · Updated every 3 hours · View all reads

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Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
API vs MCP Servers: Why Every DevOps, MLOps & AI Engineer Should Understand the Difference
If APIs powered the internet, MCP is powering AI agents. Continue reading on Medium »
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Building an AI Study Buddy with Persistent Memory Using Cognee
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1h ago
Building an AI Study Buddy with Persistent Memory Using Cognee
How I built an AI learning assistant that remembers, recalls, improves, and forgets knowledge. Continue reading on Medium »
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WHAT AI ACTUALLY KNOWS: A Series Introduction
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1h ago
WHAT AI ACTUALLY KNOWS: A Series Introduction
Seven architectural properties. One argument: the gap between what AI appears to do and what it actually does is precise and knowable —… Continue reading on Med
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From Prompt to Production #6: Yapay Zekâya Yazdırmak Değil, Doğru Yazdırmak: LLM’lerde Metin…
Medium · LLM 2h ago
From Prompt to Production #6: Yapay Zekâya Yazdırmak Değil, Doğru Yazdırmak: LLM’lerde Metin…
ChatGPT’ye tek cümlelik bir fikir verip birkaç saniye içinde profesyonel bir e-posta, blog yazısı veya ürün açıklaması aldığımızda çoğu… Continue reading on Med
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LLM Agents, The Way Nobody Told You — Part 4: The Agent Loop
Medium · LLM 2h ago
LLM Agents, The Way Nobody Told You — Part 4: The Agent Loop
This is Part 4 of the series “LLM Agents, The Way Nobody Told You.” ◀ Part 3: What Even is a Tool? Continue reading on Medium »
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The Fastest Way to Speed Up an AI Model? Make It Skip Parts of Its Own Brain
Medium · LLM 2h ago
The Fastest Way to Speed Up an AI Model? Make It Skip Parts of Its Own Brain
A breakdown of Meta’s MobileLLM-Flash paper, and why skipping work beats doing it smartly Continue reading on Medium »
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Medium · LLM 2h ago
Specification-Driven Feature Porting: How LLMs Change Cross-Platform Development
Using LLMs to port product features across client platforms without doing the same work again and again. Continue reading on Medium »
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AI Roadmap and Resources
Medium · LLM 2h ago
AI Roadmap and Resources
Be ruthless in your comeback. Burn the bridge behind you so there is no version of life you can crawl back to. Comfort is the enemy of… Continue reading on Medi
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claude-opus-4–6 walked the whole corridor and never bled.
Medium · LLM 3h ago
claude-opus-4–6 walked the whole corridor and never bled.
Nobody died in this run of the benchmark. Twenty-five models walked the corridor and all twenty-five came out the other end. So the… Continue reading on Medium
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It’s Time We Mentioned `Handover_Document.md`…
Medium · LLM ⚡ AI Lesson 3h ago
It’s Time We Mentioned `Handover_Document.md`…
If you aren’t using these hyou’re making ALOT of work for yourself! Continue reading on Medium »
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Fine-Tuning Vision-Language Models for Production Invoice Extraction
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3h ago
Fine-Tuning Vision-Language Models for Production Invoice Extraction
How I built an OCR pipeline that processes 50K+ beverage distributor invoices daily using Qwen2.5-VL, Llama 3.2 Vision, and a… Continue reading on Medium »
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RAG Architecture Deep Dive — Part 3 of 3: How RAG Answers
Medium · LLM 3h ago
RAG Architecture Deep Dive — Part 3 of 3: How RAG Answers
Welcome to the final part. Continue reading on Medium »
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Why India Needs Sovereign LLMs: The Vaak 1 SLM Story
Medium · LLM 3h ago
Why India Needs Sovereign LLMs: The Vaak 1 SLM Story
We Are Not Just Someone Else’s DAUs: Why India Needs Its Own Sovereign LLMs and SLMs Continue reading on Medium »
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Medium · LLM 4h ago
LLM Benchmarking for Internal Hosting: How to Pick the Right Model
The model selection and cost-quality analysis that MLOps engineers actually do Continue reading on Medium »
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Thinking Outside the Text Box: How pxpipe Slashes LLM Token Costs by Rendering Context as Images
Medium · LLM 4h ago
Thinking Outside the Text Box: How pxpipe Slashes LLM Token Costs by Rendering Context as Images
A deep dive into the open-source local proxy that cuts Claude and GPT input tokens by up to 70% by exploiting the economics of vision… Continue reading on Mediu
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Weight Watchers #1: TMax-9B, the Mamba Hybrid That Burned Its Own Eyes Out
Medium · LLM 4h ago
Weight Watchers #1: TMax-9B, the Mamba Hybrid That Burned Its Own Eyes Out
A new series where I put open-source models on the scale and tell you what they’re actually carrying. Continue reading on Medium »
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Medium · LLM 4h ago
Your LLM Eval Should Test the Pipeline, Not Just the Model
Users do not experience the model call. They experience the pipeline. Continue reading on Medium »
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Securing a Managed Large Language Model: Layered Controls in an Azure OpenAI Deployment
Medium · LLM 4h ago
Securing a Managed Large Language Model: Layered Controls in an Azure OpenAI Deployment
A large language model offered as a production service occupies an unfamiliar position for most security teams. It is reached over an API… Continue reading on M
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Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5h ago
Building PromptX: Shipping LLM Prompts Without Deploying Code
For the last few months I kept running into the same annoying wall. Every time I wanted to change a single line of a system prompt, I had… Continue reading on M
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I Asked an LLM to Build JPMorgan’s Compliance Ontology. Here’s What It Got Wrong.
Medium · LLM 6h ago
I Asked an LLM to Build JPMorgan’s Compliance Ontology. Here’s What It Got Wrong.
Enterprise AI platforms are getting better at extracting knowledge from your systems. Continue reading on Medium »
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Your Agent Doesn’t Need Better Search. It Needs Somewhere to Put What It Already Knows.
Medium · LLM 6h ago
Your Agent Doesn’t Need Better Search. It Needs Somewhere to Put What It Already Knows.
Every few months, the retrieval conversation resets. First it was “just use RAG.” Then it was “your chunking is bad, fix your chunking.”… Continue reading on Me
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Scrivere al tempo delle LLM
Medium · LLM 7h ago
Scrivere al tempo delle LLM
Ho letto stamattina il post di un selezionatore che sosteneva che, dall’arrivo delle Large Language Models, ai concorsi letterari giungano… Continue reading on
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Unlocking the LLM’s Hidden Knowledge Engine: The 3X Matrix Expansion in FFN and SwiGLU
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
Unlocking the LLM’s Hidden Knowledge Engine: The 3X Matrix Expansion in FFN and SwiGLU
Why Large Language Models inflate their matrix dimensions by 3x just to immediately shrink them back down — and the hardware math behind… Continue reading on Me
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Claude Fable 5 and the Inversion of Prompt Engineering: Why Your Best Prompts Now Make It Worse
Medium · LLM 7h ago
Claude Fable 5 and the Inversion of Prompt Engineering: Why Your Best Prompts Now Make It Worse
Anthropic’s own Fable 5 guide tells you to delete instructions, not add them. Here is what changed, what the new prompts actually do, and… Continue reading on D
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