The 3 Invisible Risks Every LLM App Faces (And How to Guard Against Them)
Building a chatbot prototype takes hours. Source link
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Moonshot AI Releases Kimi K2.5: An Open Source Visual Agentic Intelligence Model with Native Swarm Execution
Moonshot AI has released Kimi K2.5 as an open source visual agentic intelligence model. It combines a large Mixture of Experts language backbone, a native vision encoder, and a parallel multi agent system called Agent Swarm. The model targets coding,…
DSGym Offers a Reusable Container Based Substrate for Building and Benchmarking Data Science Agents
Data science agents should inspect datasets, design workflows, run code, and return verifiable answers, not just autocomplete Pandas code. DSGym, introduced by researchers from Stanford University, Together AI, Duke University, and Harvard University, is a framework that evaluates and trains…
The Beginner’s Guide to Computer Vision with Python
Computer vision is an area of artificial intelligence that gives computer systems the ability to analyze, interpret, and understand visual data, namely images and videos. Source link
How Tree-KG Enables Hierarchical Knowledge Graphs for Contextual Navigation and Explainable Multi-Hop Reasoning Beyond Traditional RAG
In this tutorial, we implement Tree-KG, an advanced hierarchical knowledge graph system that goes beyond traditional retrieval-augmented generation by combining semantic embeddings with explicit graph structure. We show how we can organize knowledge in a tree-like hierarchy that mirrors how…
The Complete Guide to Data Augmentation for Machine Learning
Suppose you’ve built your machine learning model, run the experiments, and stared at the results wondering what went wrong. Source link
Top 5 Agentic AI Website Builders (That Actually Ship)
I have been building a payment platform using vibe coding, and I do not have a frontend background. Source link
A Gentle Introduction to Language Model Fine-tuning
This article is divided into four parts; they are: • The Reason for Fine-tuning a Model • Dataset for Fine-tuning • Fine-tuning Procedure • Other Fine-Tuning Techniques Once you train your decoder-only transformer model, you have a text generator. Source…
The Machine Learning Practitioner’s Guide to Model Deployment with FastAPI
If you’ve trained a machine learning model, a common question comes up: “How do we actually use it?” This is where many machine learning practitioners get stuck. Source link
Supervised Learning: The Foundation of Predictive Modeling
Editor’s note: This article is a part of our series on visualizing the foundations of machine learning. Source link