Less is More: How Tiny Networks Outperform Giant LLMs on Hard Puzzles
Author(s): Gowtham Boyina Originally published on Towards AI. A deep dive into Tiny Recursive Models (TRM) — achieving 45% accuracy on ARC-AGI-1 with 7M parameters, outperforming models 10,000x larger Large Language Models have revolutionized AI, but they struggle on certain types of …
E2B AI Sandboxes: Features, Applications & Real-World Impact
Author(s): Moein Moeinnia Originally published on Towards AI. E2B AI SandBox — AI Code Execution Introduction: The AI Code Execution Challenge Imagine building an AI assistant that can analyze data, generate visualizations, or write and execute code on the fly. Sounds powerful, …
Continual Learning via Sparse Memory Finetuning (Paper Review)
Author(s): Hira Ahmad Originally published on Towards AI. Continual Learning via Sparse Memory Finetuning (Paper Review) Modern large language models learn vast amounts of knowledge; yet when we try to teach them something new, they tend to forget what they already know. …
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 …
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models (Paper Review)
Author(s): Hira Ahmad Originally published on Towards AI. Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models (Paper Review) Intelligence is not in thinking long, it’s in thinking right.In the race to make machines reason like humans, we’ve trained models …
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 …
From Solo Vision to Full-Stack Venture: How AI is Redefining Entrepreneurship 101
Author(s): Tanya Puram Originally published on Towards AI. Illustration: Erik Carter Artificial intelligence is rewriting the playbook for solo founders, turning a single visionary into a full‑stack venture team. By automating market research, coding, design and operations, AI slashes early‑stage hiring costs …
10 Underground AI/ML Tools That Actually 100x Developer Productivity
Author(s): Rohan Mistry Originally published on Towards AI. The secret stack behind the fastest AI devs. AI/ML developers waste 60%+ of their time on infrastructure, not intelligence. While you’re manually tracking experiments, debugging embeddings, and wrestling with deployment pipelines, underground tools are …
How to Build and Ship a Self‑Hosted MCP Server (Notion + GitHub) with Auth, Rate Limits
Author(s): Vishal Shrestha Originally published on Towards AI. Building your own Model Context Protocol (MCP) server can feel like making a custom gadget — half mad science and half stroke of genius. Naturally, I decided to combine Notion and GitHub into one …
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 …
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