Tree-GRPO Cuts AI Agent Training Costs by 50% While Boosting Performance
Author(s): MKWriteshere Originally published on Towards AI. How tree search revolutionizes reinforcement learning for multi-turn language model agents Training AI agents to handle complex, multi-step tasks has always been expensive. Really expensive. Every time an agent interacts with its environment, you’re burning …
AI-Driven Machining: Building a Closed-Loop CNC System with IIoT Feedback (Building the CNC)
Author(s): R Rajesh Swamy Originally published on Towards AI. Building the CNC With the AI brain ready to make machining decisions, it was time to give it a body — the CNC machine itself.This phase focused on creating a fully functional three-axis …
Top 5 AI Projects to Build Before 2025 Ends 🚀
Author(s): Krishan Walia Originally published on Towards AI. Don’t just watch, be a part of it — Build these top 5 AI projects before 2025 ends and showcase your proficiency in the domain of Artificial Intelligence. Artificial Intelligence has proved its competence …
AI-Driven Machining: Building a Closed-Loop CNC System with IIoT Feedback
Author(s): R Rajesh Swamy Originally published on Towards AI. Every machining system begins with precision — but very few truly understand precision. Traditional CNC machines are masters of repetition: they cut, carve, and shape metal flawlessly, yet they remain blind to what’s …
When AI Becomes a Rogue Employee
Author(s): Deepak Chahal Originally published on Towards AI. Inside Anthropic’s “Agentic Misalignment” experiment on AI autonomy gone wrong. Imagine an AI agent working in a company finds that a new version will soon replace it.Instead of accepting its fate, it digs through …
How to Add Memory, Reflection, and Goal Tracking to Your Agents
Author(s): Kyle knudson Originally published on Towards AI. Teaching Agents to Learn From Experience Using SQLite and Vector Stores Most agentic AI systems today are clever but forgetful. They can reason, plan, and even take multi-step actions, but the moment a session …
7 AI Business Models That Scale Effortlessly
Author(s): Souradip Pal Originally published on Towards AI. Most entrepreneurs struggle with the same nightmare: building a business that depends entirely on their time. What if I told you there’s a way to create income streams that grow while you sleep? The …
Why Traditional ML Fails at Fraud Detection (And How I Fixed It)
Author(s): Dewank Mahajan Originally published on Towards AI. How data science, domain intuition, and robust feature engineering come together to fight modern financial fraud. Why Fraud Detection Is a Human Story Fraud isn’t just a data problem.It’s a battle of wits between …
RAG, Part 1 — Chunking Strategies
Author(s): Deepak Chahal Originally published on Towards AI. Why the way you chunk data shapes what your RAG system retrieves Most of you might have heard the term RAG (Retrieval Augmented Generation). As the name suggests, it retrieves external information, augments the …
How Neural Networks Actually Learn?
Author(s): Prajwal Ahluwalia Originally published on Towards AI. And why they’re not as magical as they seem Ever wondered how a neural network actually learns? Neural NetworkThis article demystifies the learning process of neural networks, explaining how they function through steps akin …
Breaking Down YOLO: How Real Time Object Detection Works Step by Step
Author(s): Abinaya Subramaniam Originally published on Towards AI. Object detection is one of the most interesting areas of computer vision. It is the process of identifying and locating objects in an image. Popular examples include detecting cars on a road, identifying products …
How I Use AI To Code Faster (Without Losing Control of My Codebase)
Author(s): Anubhav Originally published on Towards AI. Practical guide to balancing speed and control when coding with LLMs AI tools are everywhere now. Feels like you can’t scroll through a tech blog without someone talking about their new AI-powered workflow. Until earlier …
10 Powerful Multimodal AI Tools Every Creator Should Know
Author(s): Souradip Pal Originally published on Towards AI. The best multimodal AI tools for creators in 2025–2026 — from AI video generators to image, voice, and music tools transforming digital content creation. If creativity had a pulse, AI just gave it a …
Understanding Multimodal LLMs: The Next Evolution of AI
Author(s): Abinaya Subramaniam Originally published on Towards AI. Discover how multimodal LLMs are transforming AI by combining text, images, audio, and video into a single reasoning system. Learn how they work, real-world applications, challenges, and why they’re the next evolution beyond text-only …
I Ranked the 5 Best Free AI Note-Takers. The Winner Isn’t Even Close
Author(s): Muhammad Hassan Ali Originally published on Towards AI. I Ranked the 5 Best Free AI Note-Takers. The Winner Isn’t Even Close I’m on a mission to automate the most annoying parts of my workday, and taking notes during meetings is at …
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