Structured Data Extraction With AI That “Can’t Hallucinate”
Author(s): Umair Ali Khan, Ph.D. Originally published on Towards AI. How AI decision models offer a fast and cost-effective approach to turning unstructured text into decisions Most of the...
View ArticleStructured Data Extraction With AI That “Can’t Hallucinate”
Author(s): Umair Ali Khan, Ph.D. Originally published on Towards AI. How AI decision models offer a fast and cost-effective approach to turning unstructured text into decisions Most of the...
View ArticleClaude’s New addTools() Can Reuse 98.7% of Your Next Request. Editing tools[]...
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Anthropic’s SDK 0.128.0, released with Claude Opus 5.5, can hand the model a new tool mid-run without touching tools[]. It...
View ArticleClaude’s New addTools() Can Reuse 98.7% of Your Next Request. Editing tools[]...
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Anthropic’s SDK 0.128.0, released with Claude Opus 5.5, can hand the model a new tool mid-run without touching tools[]. It...
View ArticleFour Ways to Reach a Model in Another Azure Region From Microsoft Foundry
Author(s): Dave R | Microsoft Azure & AI MVP ☁️ Originally published on Towards AI. How each pattern handles identity, routing, and private networking, and which Foundry features stop working when...
View ArticleFour Ways to Reach a Model in Another Azure Region From Microsoft Foundry
Author(s): Dave R | Microsoft Azure & AI MVP ☁️ Originally published on Towards AI. How each pattern handles identity, routing, and private networking, and which Foundry features stop working when...
View ArticleBuild an AI Agent Evaluation with JEV
Author(s): Quan Huynh Originally published on Towards AI. Build an AI Agent Evaluation with JEV Build a small eval harness for a tool-using AI agent: code checks the work it did, and JEV judges the...
View ArticleConfidence Comes From Experience: What XConf Changes About How We Measure LLM...
Author(s): luisacsfreitas Originally published on Towards AI. Confidence Comes From Experience: What XConf Changes About How We Measure LLM Confidence Anyone who has put an LLM in charge of a real...
View ArticleQwen-Image-2.1 Is the Best Local Image Model in 2026. The Download Is 33 GB.
Author(s): Ankit Agrawal Originally published on Towards AI. Qwen-Image-2.1 tops both blind image arenas among downloadable models. Here is the VRAM, the speed on a 4090, and the licence....
View ArticleJev Doesn’t Write, It Decides: Games Today, Company Data with Care, Computer...
Author(s): luisacsfreitas Originally published on Towards AI. Jev Doesn’t Write, It Decides: Games Today, Company Data with Care, Computer Vision Next Most of what we build with LLMs is not writing. It...
View ArticleVercel'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,...
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