White House AI Standards: 30-Day Reviews, 3 Labs, and a Classified Pass Bar
Author(s): Kashif Mehmood Originally published on Towards AI. White House AI Standards: 30-Day Reviews, 3 Labs, and a Classified Pass Bar On June 12, the US Commerce Department ordered Anthropic to cut off access to Claude Fable 5 and Claude Mythos 5 …
I Built a Custom Postgres MCP Server in Python (And Deleted 2,000 Lines of Code)
Author(s): Pavan Dhake Originally published on Towards AI. Stop writing custom API endpoints just to let LLMs talk to your data. Here is the advanced guide to building a production-grade, secure Model Context Protocol server in Python. If you are building advanced …
How to Use OpenCode for Free in 2026
Author(s): Kamrun Nahar Originally published on Towards AI. OpenCode for Cheapskates. A Love Letter. The $2,400 Coding Robot and the $0 One That Does the Same Job Every free model, hidden setting, and quota trick for OpenCode, collected from the corners of …
Building a Critic-Agent Loop: Scores, Refinement, and Guardrails
Author(s): Nitingummidela Originally published on Towards AI. Building a Critic-Agent Loop: Scores, Refinement, and Guardrails A friendlier take on the guarded critic-agent loop — Worker Bot drafts, Critic Bot scores it, and only passing work ships; anything that fails three times gets …
What Is Retrieval-Augmented Generation (RAG)? A Complete Guide for Businesses
Author(s): Anthony Usoro Originally published on Towards AI. RAG Image If you’ve spent any time with ChatGPT, Claude, or any large language model, you’ve probably run into this moment: you ask a specific question about your business, your industry, or a recent …
Loop Engineering vs. Harness Engineering: When to Use Each (And Why Most Teams Confuse Them)
Author(s): Divy Yadav Originally published on Towards AI. A practical breakdown of the two disciplines reshaping how production AI agents get built in 2026, plus a framework for figuring out which one your project is missing. An AI agent that spins in …
Write Once, Run on 20+ Agents: I Tested SKILL.md on 4 of Them, and Cursor Collapsed
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Write Once, Run on 20+ Agents: I Tested SKILL.md on 4 of Them, and Cursor Collapsed I took a single 40-line SKILL.md file, copied it into four different AI coding …
How to Deploy AI in Your Business: A Step-by-Step Guide for Startups & Enterprises
Author(s): Anthony Usoro Originally published on Towards AI. From choosing the right LLM to shipping a production RAG pipeline — the practical path, not the demo-day version. Building an AI demo takes an afternoon. Deploying AI that survives real users, real data, …
Why a 3B AI Model Can Beat a 70B One — It’s Not About Model Size Anymore
Author(s): Veera RS Originally published on Towards AI. Why a 3B AI Model Can Beat a 70B One — It’s Not About Model Size Anymore Source: AI-Generated Image Chances are, when you’ve interacted with a chatbot, you’ve seen it pause and say …
Anthropic’s Fable 5 Was The Warning, OpenAI’s GPT 5.6 Was The Confirmation, Will All Frontier Releases Now Be Restricted By The US Goverment?
Author(s): Caspar Bannink Originally published on Towards AI. Anthropic’s Fable 5 Was The Warning, OpenAI’s GPT 5.6 Was The Confirmation, Will All Frontier Releases Now Be Restricted By The US Goverment? Anthropic launched Claude Fable 5 and Mythos 5 on June 9, …
Two Trump Cards Google Played, and Only One Is Getting Talked About
Author(s): Gaurav Shrivastav Originally published on Towards AI. Everyone saw the video model. Almost nobody read the 12-page spec that quietly reshapes how agents get their facts. Google shipped two things in June that could not look more different. Google OKF (Design …
I Benchmarked My AI Coding Agent Against Human-Written Code. It Won Every Metric but One
Author(s): Alp Demirel Originally published on Towards AI. I Benchmarked My AI Coding Agent Against Human-Written Code. It Won Every Metric but One There’s a debate happening in every engineering Slack channel right now: is AI-generated code actually good, or does it …
Agentic AI Governance System Runtime Reference Architecture
Author(s): Maureen Doyle-Spare Originally published on Towards AI. Agentic AI Governance System Runtime Reference Architecture A Runtime Reference Architecture for the Reasoning Layer and the Semantic Control Plane in Regulated Financial Institutions IN BRIEF Agentic AI is changing where operational authority is …
AI Ethics & Quality Control— Prompt to Profit · Day 27 of 30
Author(s): Faheem Munshi Originally published on Towards AI. AI Ethics & Quality Control— Prompt to Profit · Day 27 of 30 Scaling your output without scaling your standards is not growth — it is risk accumulation. Here is the quality control system …
Deciphering the Complex Terms in Machine Learning (Gradient Based Optimization, Stochastic Objective Function/ Stochastic Gradient Descent, Moments) — Part 1
Author(s): Sohom Majumder Originally published on Towards AI. Deciphering the Complex Terms in Machine Learning (Gradient Based Optimization, Stochastic Objective Function/ Stochastic Gradient Descent, Moments) — Part 1 In this story I am going to unravel few of the complex jargon terms we naturally …
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