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AI Audit Logs Are the Missing Layer in Enterprise AI Security
Medium · LLM 1d ago
AI Audit Logs Are the Missing Layer in Enterprise AI Security
Most AI risks don’t trigger alerts. They happen inside conversations. Here’s why audit logs are the only way to see them. Continue reading on Medium »
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I Automated 80% of Our Manual Reporting With Python + Power Automate: Here’s the Exact Stack.
Medium · LLM 1d ago
I Automated 80% of Our Manual Reporting With Python + Power Automate: Here’s the Exact Stack.
Every Monday morning, someone on the operations team would sit down and spend the better part of two hours doing the same thing. Continue reading on Medium »
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The Carwash Test — Virtual Intelligence in Action
Medium · LLM 1d ago
The Carwash Test — Virtual Intelligence in Action
I created an experiment around a prompt that has been circulating on Reddit as both a reasoning test and a running joke. One question… Continue reading on Mediu
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Medium · LLM 1d ago
Membuat AI Agent dengan Typescript
Disini saya akan membuat sebuah Math AI Agent sederhana. Tanpa banyak teori, langsung saja kita mulai praktik. AI Agent ini akan dibangun… Continue reading on M
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The Missing Infrastructure for GUI Agents: Unpacking the ClawGUI Framework
Medium · LLM 1d ago
The Missing Infrastructure for GUI Agents: Unpacking the ClawGUI Framework
A deep dive into the reproducibility crisis of GUI agents and the open-source pipeline that finally bridges virtual sandboxes to real-world Continue reading on
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LLM The Secret Language of AI: Word Embeddings & Vector Space (with simplified mathematics)
Medium · LLM 1d ago
LLM The Secret Language of AI: Word Embeddings & Vector Space (with simplified mathematics)
Introduction Continue reading on Medium »
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Medium · LLM 1d ago
A Software Engineer’s guide to the AI race: From KV caching to Agents
I am using my fingers to write this post. Not because I dislike AI. I absolutely love Anthropic’s Claude AI and regularly use it in my SWE… Continue reading on
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llm-schema-validator: A Practical Pipeline for Schema-Guided LLM Responses
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
llm-schema-validator: A Practical Pipeline for Schema-Guided LLM Responses
If you have shipped anything that calls an LLM and expects machine-readable JSON on the other end, you have seen the same failure modes… Continue reading on Med
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On Compilers, Compression and LLMs
Medium · LLM 1d ago
On Compilers, Compression and LLMs
If prompts produced truly reliable outputs, we wouldn’t be writing code at all. We would simply have Virtual Machines executing English… Continue reading on Med
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The AI Engineer Interview Prep Guide: What Top Companies Actually Ask
Medium · LLM 1d ago
The AI Engineer Interview Prep Guide: What Top Companies Actually Ask
System design for LLM systems, prompt debugging challenges, RAG architecture questions, and the five patterns that separate top candidates… Continue reading on
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The $1 Chevy: How a Simple Prompt Broke an Enterprise Chatbot
Medium · LLM 1d ago
The $1 Chevy: How a Simple Prompt Broke an Enterprise Chatbot
A prompt injection attack on a car dealership’s AI assistant went viral and exposed a gap that thousands of businesses are ignoring right… Continue reading on M
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The Physics of LLM Training: Recover Truth from Noisy Text
Medium · LLM 1d ago
The Physics of LLM Training: Recover Truth from Noisy Text
From Statistical Heat to Quantum Order: Distilling Reality from Human Words Continue reading on Medium »
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I Spent a Week Setting Up Claude Cowork the Right Way. Here’s Everything You Actually Need to Know.
Medium · LLM 1d ago
I Spent a Week Setting Up Claude Cowork the Right Way. Here’s Everything You Actually Need to Know.
Most people use it like a chatbot. The ones getting real results treat it differently. Continue reading on Neural Notions »
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The Autonomy Trap: Why Most Organisations struggle at AI Integration (And How to Actually Ship…
Medium · LLM 1d ago
The Autonomy Trap: Why Most Organisations struggle at AI Integration (And How to Actually Ship…
From Deterministic to Probabilistic: Navigating the Agentic Shift Continue reading on Medium »
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The Cautionary Tale of Vibe Coding
Medium · LLM 1d ago
The Cautionary Tale of Vibe Coding
Part 1: Atop “Mount Stupid“ Continue reading on Medium »
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Beyond the Vector: Reclaiming the Full Definition of RAG
Medium · LLM 1d ago
Beyond the Vector: Reclaiming the Full Definition of RAG
Why the AI community got fixated on one implementation — and what RAG actually means? In my last post I introduced the FACT Framework for… Continue reading on M
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The Web Gave AI Agents robots.txt. It Gave Them Nothing Else.
Medium · LLM 1d ago
The Web Gave AI Agents robots.txt. It Gave Them Nothing Else.
In 1994, a programmer named Martijn Koster published a simple standard called robots.txt. Continue reading on Medium »
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NetHack Is Still Unbeaten. That Should Worry You.
Medium · LLM 1d ago
NetHack Is Still Unbeaten. That Should Worry You.
NetHack came out in 1987. It runs in a terminal, renders in ASCII, and fits on a floppy disk. No AI has ever beaten it. Continue reading on Medium »
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Run LLMs on Your Laptop
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Run LLMs on Your Laptop
Three commands. That’s all it takes to have a fully capable large language model running locally on your machine — no internet connection… Continue reading on M
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Bifrost Is What Happens When LLM Infrastructure Grows Up
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Bifrost Is What Happens When LLM Infrastructure Grows Up
Why enterprise AI teams are moving beyond model APIs — and toward gateways built for routing, governance, and real production control Continue reading on AlgoMa
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Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Finetuning vs Prompt Engineering
As large language models (LLMs) become central to modern applications, teams face a critical decision early in development: Should we rely… Continue reading on
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Every AI Coding Agent Forgets You. I Built One That Doesn’t.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Every AI Coding Agent Forgets You. I Built One That Doesn’t.
The three-layer memory system that makes an AI agent learn your workflows — and a research paper to prove it works. Continue reading on Medium »
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“Prompt Engineering: The Skill That Makes or Breaks Your AI Output”
Medium · LLM 1d ago
“Prompt Engineering: The Skill That Makes or Breaks Your AI Output”
CONTEXT ->Same model, same question — completely different answers. Here’s what’s actually happening and how to get the most out of any AI. Continue reading on
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Why do we use Flash Attention?
Medium · LLM 1d ago
Why do we use Flash Attention?
I was about to read up on Songlin Yang’s paper on DeltNet, but hit a snag in understanding the way in which they optimized DeltaNet. They… Continue reading on K
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