Vercel's New Coding Agent Takes Away Your MCP Tool List. It Sends the Same 15...
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. fx declares seventeen built-in tools, and a full turn with a subagent host carries fifteen function schemas. I measured a...
View ArticleZ.ai’s Models Found 2,436 Vulnerabilities. The Weights Aren’t the Bottleneck...
Author(s): Decoding AI Originally published on Towards AI. 2,436 findings is a discovery number. Nothing in it is a remediation number. There is a particular kind of silence that follows a very...
View ArticleClaude’s Protein Design Hit Rate Was 26.8%. One Target Returned 0 for 90.
Author(s): Decoding AI Originally published on Towards AI. We refit Anthropic’s published per-target protein design counts on Aug 25, 2026. Ninety designs went into the wet lab against maltose-binding...
View ArticleLLM-as-a-Judge: How to Build Reliable AI Evaluation Systems
Author(s): Rohan Mistry Originally published on Towards AI. Calibrate your judge. Detect its biases. Trust your scores. Your LLM judge might be lying to you. After introducing the problem of...
View ArticleEye of the Infra — What is a Batch and an Epoch?
Author(s): Sai Kaushik Ponnekanti Originally published on Towards AI. Firstly, In the previous article, we founded a startup whose mission is to stop people from losing their life savings to fraudulent...
View ArticleBeyond a Single Model: Mastering Ensemble Learning in ML
Author(s): Naveen Originally published on Towards AI. Discover how combining multiple machine learning models — using techniques like bagging, boosting, and stacking — can dramatically improve...
View ArticleKnowledge Graphs vs. Vector DBs: Which One Should You Use?
Author(s): Naveen Originally published on Towards AI. Stop choosing between structured knowledge and semantic search. Learn when to use Knowledge Graphs for explicit facts and Vector Databases for...
View ArticleQwen Code Ditched Google 10 Months Ago. Why Do 1,110 Files Still Say...
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. I checked every one of them against every blob Google’s Gemini CLI has ever committed. The header is still literally true...
View ArticleContextFusion: The Context Brain Your LLM Apps Are Missing
Author(s): Rohan R Originally published on Towards AI. A deep dive for users who want results and developers who want control TL;DR (For the Impatient) Normal users: Install...
View ArticleFinding the Right Answers from Thousands of Documents: A Smarter RAG Approach
Author(s): Shrinidhi Atmakur Originally published on Towards AI. Finding the Right Answers from Thousands of Documents: A Smarter RAG Approach Introduction RAG is often presented as a simple,...
View ArticleI KNOW what OX Alpha is. And here’s how I know it
Author(s): Kashif Mehmood Originally published on Towards AI. The behavioural test everyone uses to unmask anonymous models is worthless. The arithmetic underneath it costs one cent and cannot be faked...
View ArticleAI Economics: What It Actually Costs to Run AI and How to Manage It?
Author(s): Abhishek Ankush Originally published on Towards AI. AI Economics: What It Actually Costs to Run AI and How to Manage It? Everyone’s talking about what AI can do. Fewer people are asking what...
View ArticleWhy Production RAG Needs More Than Vector Search
Author(s): Dave R – Microsoft Azure & AI MVP☁️ Originally published on Towards AI. How hybrid search, graph retrieval, agents, and evaluation turn a basic RAG pipeline into a production...
View ArticleQwen-UI-Agent Promises Bash. The Repo You Can Download Ships 12 Actions and...
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Alibaba’s new GUI agent posts scores on seven benchmarks on paper. I counted every action in the code they actually...
View ArticlePart 1: Retrieval-Augmented Generation (RAG) from First Principles: What,...
Author(s): Raj kumar Originally published on Towards AI. Build the complete mental model of Retrieval-Augmented Generation before writing a single line of code. Learn why RAG exists, how it evolved...
View ArticleReviewing More Than Code: How Ephemeral Environments Improved our PR Workflow
Author(s): Leapfrog Technology Originally published on Towards AI. We’ve all reviewed pull requests that looked perfectly fine in the diff, only to discover later that the application behaved...
View Article7 AI Agent Concepts Every AI Developer Must Master
Author(s): Divy Yadav Originally published on Towards AI. Everyone obsesses over which model to pick. The real engineering happens somewhere else entirely, and almost nobody talks about it. I watched...
View ArticleWhat Does Stripe Want With OpenRouter?
Author(s): Nikki Originally published on Towards AI. I couldn’t see the connection at first. Then I started looking at how AI usage, routing, and billing are beginning to overlap. When I saw the news...
View ArticleI Tried to Run Qwen3.8–27B on a 16GB Mac Mini with AirLLM. Here’s Exactly...
Author(s): Abhishek Gautam Originally published on Towards AI. The claim, and why it’s seductive AirLLM promises 70B models on a 4GB GPU. Its README even lists Qwen3.8–27B at 3.33GB. So why can’t a Mac...
View ArticleYour AI Agent Doesn’t Need a Vector Database
Author(s): Anubhav Originally published on Towards AI. A folder of text files and grep outscored the funded memory tools on their own benchmark. When to skip the vector database for agent memory, and...
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