The 4 AI Safety Alignment Approaches: How to Build AI That Won’t Lie, Harm, or Manipulate
Author(s): TANVEER MUSTAFA Originally published on Towards AI. Understanding RLHF, Constitutional AI, Red Teaming, and Value Learning You ask ChatGPT how to make a bomb. It refuses. You ask it to write a racist joke. It declines. You try jailbreaking it with …
Context Engineering: The 6 Techniques That Actually Matter in 2026 ( A Comprehensive Guide )
Author(s): Divy Yadav Originally published on Towards AI. Prompt engineering is dead. Context engineering is how production systems work now. Your RAG system returns perfect chunks. Your prompt is beautifully crafted But The LLM still hallucinates. Photo by AuthorThe article discusses the …
Enterprise AI Automation: A Practical Guide for Large Organizations
Author(s): Satha Originally published on Towards AI. Key Takeaways – Enterprise AI automation is a coordinated system (RPA + ML/LLMs + agents) that manages complex, end-to-end processes, not a single tool but an operating model. – Three layers define the stack traditional …
AI Transforms Data Quality Engineering for Modern Enterprise
Author(s): Valentin Podkamennyi Originally published on Towards AI. Explore how AI-augmented data quality engineering is revolutionizing enterprise data platforms by shifting from rule-based to self-learning systems. Modern enterprise data platforms are characterized by their petabyte scale, the ingestion of fully unstructured data …
LAI #115: The Hidden Cost of “Agent-First” Thinking
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! AI is getting embedded into real workflows: repos, data platforms, enterprise search, and production infrastructure. And as that happens, a pattern is showing up everywhere: the biggest failures …
Why AI in CRM Fails Without a Warehouse-First Architecture
Author(s): Clarencer R. Mercer Originally published on Towards AI. When Model Accuracy Is Not Enough In Part 1 of this series, we explored how a warehouse-first composable CDP restores architectural control to modern CRM systems. In Part 2, we examined the Identity …
Google’s Gemini Finally Learns to Sing with Lyria 3
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. DeepMind Lyrica 3 + Gemini = bringing high-fidelity audio generation to the masses; Queue the ethical questions. Google has officially integrated its Lyria 3 model into the Gemini app. Another day another …
I Built a Full-Stack SaaS Using Only AI — Here’s What Actually Worked (And What Didn’t)
Author(s): Anand Panchal Originally published on Towards AI. A 30-day experiment with GitHub Copilot, Cursor, and Claude Code Well, not literally — but I challenged myself to build a complete full-stack application using only AI coding assistants: GitHub Copilot, Cursor, and Claude …
101 ML/LLM/Agentic AIOPS Interview Questions.
Author(s): Niraj Kumar Originally published on Towards AI. Image by Author Section 1: Technical & Hands-On (ML/AI & MLOps) These questions test your foundational knowledge of MLOps, regardless of the cloud platform. 1. Describe the most complex ML project you’ve taken from …
Securing the Autonomous Frontier: A Guide to AI Identity
Author(s): Niraj Kumar Originally published on Towards AI. Imagine an AI agent, tasked with “optimizing cloud costs,” deciding that the most efficient path is to delete an underutilized production database. In the shift toward 2026, we’ve moved from simple chat interfaces to …
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