Unlocking the True Power of Agentic AI with Semantic Layers
Author(s): Kyle knudson Originally published on Towards AI. Agentic AI, the new wave of autonomous, reasoning-driven artificial intelligence systems, represents a major leap in how we interact with data and automation. These systems don’t just follow commands; they analyze, plan, and adapt …
LAI #96: From Building LLMs by Hand to Smarter Agent Patterns
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! AI isn’t just about bigger models; it’s about building smarter, more trustworthy systems. This week, we start with the fundamentals: a step-by-step guide to creating an LLM from …
The ML Algorithm Selector: When to Use Which Machine Learning Algorithm
Author(s): Rohan Mistry Originally published on Towards AI. You Know How Every Algorithm Works. But You Have No Idea Which One to Actually Use. You aced your ML course. You know Random Forest, XGBoost, SVM, Neural Networks. Source: Image by Author.This article …
Stop Scrolling — This Is the Only Small Language Model Article You’ll Ever Need
Author(s): AIverse Originally published on Towards AI. From Origins and Evolution to Real-World Impact, Technical Innovations, and Future Outlook Imagine running a powerful AI assistant directly on your smartphone, processing your requests in milliseconds without ever touching the cloud. This isn’t science …
EU AI Act Quick Wins: Ship Faster With Guardrails
Author(s): Diogo Santos Originally published on Towards AI. Deploy DPIA‑lite, logging schema, and compliance guardrails in Week 1. Cut rework and procurement risk — fast. Ship on Friday, and on Monday legal wants a DPIA, security wants logs, procurement reopens the vendor …
Human-in-the-Loop (HITL) in AutoGen — Deep Dive Part 3
Author(s): Aayushi_Sharma Originally published on Towards AI. Human-in-the-Loop (HITL) in AutoGen — Deep Dive Part 3 Imagine this: you’ve built a powerful team of AI agents — researchers, analysts, planners — working in sync. But instead of just watching them go on autopilot, …
Unboxing AI: The Data Science of True Model Interpretability
Author(s): The Bot Group Originally published on Towards AI. Unboxing AI: The Data Science of True Model Interpretability For years, the promise of artificial intelligence has been shadowed by a fundamental problem: the black box. We build powerful models that achieve incredible …
How Do We Align Large Language Models with Human Values?
Author(s): Burak Degirmencioglu Originally published on Towards AI. As Large Language Models (LLMs) continue to demonstrate incredible potential across countless applications, from complex coding tasks to creative writing, a critical engineering challenge has emerged: LLM Alignment. This is the process of ensuring …
The Capabilities OS: How ACM Builds an All-in-One App like OpenAI
Author(s): Mahmudur R Manna Originally published on Towards AI. Agentic Contract Model v0.5 as the operating layer behind a unified chat interface Open Link: The Capabilities OS Source: By Author using AIACM v0.5 introduces a structured way of managing capabilities through an …
Build Your Own AI Sidekick with Claude Agents SDK (Beginner-Friendly Guide)
Author(s): Nishad Ahamed Originally published on Towards AI. Ever wished your editor could build features from notes, fix bugs, surf unfamiliar repos, and even spin up a web server — while you sip coffee? Meet Claude Agents SDK + Claude Code. Together, …
The Hottest AI Models in 2025: Your Toolbox for Building Smarter Apps
Author(s): Vikram Lingam Originally published on Towards AI. The Hottest AI Models in 2025: Your Toolbox for Building Smarter Apps You are knee-deep in a project, staring at a blank screen, and you need to generate code, analyze images, or whip up …
Why Noisy Instructions Secretly Boost AI Generalization — The Shocking Truth
Author(s): Vikram Lingam Originally published on Towards AI. Why Noisy Instructions Secretly Boost AI Generalization — The Shocking Truth Imagine this: you are pouring hours into curating the perfect dataset for your AI model, scrubbing every instruction until it’s spotless. But what …
AI Revolution Is Moving 10x Faster Than the Internet, And It’s Already Too Late to Ignore
Author(s): Abhay Aditya Originally published on Towards AI. Mary Meeker’s 340-page AI Report 2025: The Data Every Founder, Creator, and Developer Needs to See “This article was written with AI assistance for outlining and editing.” Image by Author (AI-generated)The article discusses the …
TAI #173: OpenAI’s DevDay Deluge: Sora 2, AgentKit, and an App Store Reboot
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week was dominated by a deluge of product releases from OpenAI, culminating in its 2025 DevDay. The first big splash came with the …
Benchmarking LLMs for PhD-Level Science Problems
Author(s): Nicholas Poon Originally published on Towards AI. Curie A ground-breaking benchmark by Google, Harvard, Cornell University, NIST, and other institutions. As always, read this article for free here if you’re not a member.The article discusses the Curie benchmarking framework, which aims …
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