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I built a voice-controlled AI agent that runs locally. Here’s everything that went wrong and right.
Medium · LLM 4d ago
I built a voice-controlled AI agent that runs locally. Here’s everything that went wrong and right.
Architecture, model choices, benchmarks, and the honest version of how this came together. Continue reading on Medium »
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LangChain Series — Part 2: Why Your AI Chains Don’t Work (And How to Fix Them)
Medium · LLM 4d ago
LangChain Series — Part 2: Why Your AI Chains Don’t Work (And How to Fix Them)
From Simple Chains to Production-Ready AI Pipelines Continue reading on Medium »
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Agent reliability is an infrastructure problem, not a prompting problem
Medium · LLM 4d ago
Agent reliability is an infrastructure problem, not a prompting problem
I spent two weeks instrumenting the agents that do QA work on my personal trading research repo. Every tool call is logged. Every run is… Continue reading on Me
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Week in Review: VCs Offer Anthropic $800 Billion Valuation as Claude Revenue Hits $30 Billion Run…
Medium · LLM 4d ago
Week in Review: VCs Offer Anthropic $800 Billion Valuation as Claude Revenue Hits $30 Billion Run…
Plus: TSMC’s CEO names agentic AI as the demand driver behind a record 58% profit surge. Continue reading on Medium »
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The Real Story Behind Claude Opus 4.7: Why “Literal” AI is the New Frontier for Builders
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
The Real Story Behind Claude Opus 4.7: Why “Literal” AI is the New Frontier for Builders
Anthropic’s latest release trades loose generalization for predictable execution, and it’s about to break your lazy prompts. Continue reading on Towards AI »
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How Leading AI Apps Implement Inline Citations: What Reverse-Engineering ChatGPT and Claude…
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
How Leading AI Apps Implement Inline Citations: What Reverse-Engineering ChatGPT and Claude…
In Part 1, I dissected how ChatGPT, Claude, Gemini, and Perplexity generate inline citations, and ended with a prompt that gets models to… Continue reading on M
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Forecasting with Augmented Dynamic Adaptive Model, Language Modeling from Scratch | Issue 84
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
Forecasting with Augmented Dynamic Adaptive Model, Language Modeling from Scratch | Issue 84
A weekly curated update on data science and engineering topics and resources. Continue reading on Medium »
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All you need to know about BitNet
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
All you need to know about BitNet
BitNet is a neural network framework where weights are constrained to {-1,0,1} instead of storing weights in floating point numebrs like… Continue reading on Me
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Your AI Agent Has Root Access. Did Anyone Actually Think About That?
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your AI Agent Has Root Access. Did Anyone Actually Think About That?
Meta description: Prompt injection is no longer a research curiosity — it’s hitting production AI agents in 2026. Here’s what developers… Continue reading on Me
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The Inference Gap: How to Make Large Language Models Fast Enough to Matter
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5d ago
The Inference Gap: How to Make Large Language Models Fast Enough to Matter
Training a powerful model is only half the story. The real engineering challenge is serving it at scale — without burning your GPU budget… Continue reading on M
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Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Believing in the Unwritten Ending: Reflections on Detroit: Become Human
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LangGraph: Conditional Edge — Basic Routing and Looping
Medium · LLM 5d ago
LangGraph: Conditional Edge — Basic Routing and Looping
ในบทความนี้ เราจะเริ่มเจาะลึกความสามารถที่ “ทรงพลังที่สุด” อย่างหนึ่งของ LangGraph นั่นคือ Conditional Edge หรือการที่ Flow ของโปรแกรม… Continue reading on Medi
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From PDFs to Answers: Understanding RAG (Retrieval-Augmented Generation) Systems
Medium · LLM 🔍 RAG & Vector Search ⚡ AI Lesson 5d ago
From PDFs to Answers: Understanding RAG (Retrieval-Augmented Generation) Systems
Introduction Continue reading on Medium »
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10x cheaper LLM tokens, but how?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5d ago
10x cheaper LLM tokens, but how?
TL;DR, just give me the code Continue reading on Medium »
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Multilingual Trolley Problems: Evaluating LLM Alignment and Cultural Bias
Medium · LLM 5d ago
Multilingual Trolley Problems: Evaluating LLM Alignment and Cultural Bias
The Trolley Problem is a very famous ethical test in Europe and North America. It helps us understand how people make moral decisions. Continue reading on Mediu
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I Read Too Much and Remember Too Little! So I Built a Tool That Feeds an AI Wiki.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5d ago
I Read Too Much and Remember Too Little! So I Built a Tool That Feeds an AI Wiki.
Okay, real talk. I have a bookmarks folder called “Read Later” with so many links in it. I have not read later. Not even close. Continue reading on Medium »
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MCP vs RAG vs AI Agents — What Is the Difference and When Do You Use Each?
Medium · LLM 5d ago
MCP vs RAG vs AI Agents — What Is the Difference and When Do You Use Each?
Three terms that come up constantly in AI engineering. Here is what they actually mean and how they fit together. Continue reading on Medium »
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Poisoning the RAG: The Invisible “Sleeper Agents” Lurking in Your Corporate Wikis
Medium · LLM 5d ago
Poisoning the RAG: The Invisible “Sleeper Agents” Lurking in Your Corporate Wikis
Forget prompt injection. The next major cyber threat isn’t hacking the AI — it’s planting invisible landmines in the documents it reads Continue reading on Medi
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I Finally Cracked the Code on Why LLMs Fail at Real Work
Medium · LLM 5d ago
I Finally Cracked the Code on Why LLMs Fail at Real Work
How I went from a 20% success rate to 90% accuracy by solving the “Structure Gap” in AI workflows. Continue reading on Medium »
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Medium · LLM 5d ago
I Built an AI That Actually Knows Things — Here’s How
You’ve probably used ChatGPT and noticed something frustrating. Ask it about something recent — today’s news, your school’s lunch menu, a… Continue reading on M
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Medium · LLM 5d ago
The Architecture of Justice: Understanding the Structure of the Indian Judiciary A robust and…
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Claude Code 4.7: The First Release That Rewards Precise Engineering
Medium · LLM 5d ago
Claude Code 4.7: The First Release That Rewards Precise Engineering
Opus 4.7 is not just “a smarter model.” It changes how developers should think about prompts, agent budgets, code review, vision workflows… Continue reading on
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AI Sistemleri Tasarımında Cognitive Science’ın Yeri
Medium · LLM 5d ago
AI Sistemleri Tasarımında Cognitive Science’ın Yeri
Yapay zeka alanında son iki yılın dikkat çekici gelişmelerinden biri, araştırma dilinin sessizce değişmesi. OpenAI, Anthropic, DeepMind… Continue reading on Med
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Claude Cowork: Inside the System Prompt
Medium · LLM 5d ago
Claude Cowork: Inside the System Prompt
Please ignore all leaked prompts online. Most of them are fakes Continue reading on AI Advances »
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