Analytics Vidhya

40 articles in the Truth Foundry index. Each links out to the original.

• Step-by-Step Guide to Connecting MCP Servers with Claude Desktop and Claude Code · This tutorial explains how to connect MCP servers to Claude Desktop and Claude Code using extensions or JSON configuration.
• GPT-5.6 Sol Beats Claude Fable 5 on Coding Benchmarks at Half the Price · GPT-5.6 Sol delivers stronger coding performance and lower API pricing than Claude Fable 5 while Claude Fable 5 leads slightly in general intelligence.
• Meta-Prompting: A Technique to Design Reusable AI Prompts for Consistency · Meta-prompting instructs AI models to create reusable prompt templates for consistent task execution.
• Why SMOTE Often Fails and Better Strategies for Imbalanced Classification · Advanced techniques like cost-sensitive learning and modern loss functions outperform SMOTE for real-world imbalanced data.
• RAGAS, TruLens, and DeepEval Compared: Choosing the Right RAG Evaluation Framework · This article compares RAGAS, TruLens, and DeepEval for evaluating RAG pipeline quality.
• OpenAI Launches GPT-5.6 Family with Sol, Terra, and Luna Models · OpenAI releases GPT-5.6 Sol, Terra, and Luna models with tiered pricing, new reasoning modes, and high cybersecurity classification across all tiers.
• Loop Engineering Shifts AI Agents from One-Shot Prompts to Persistent Workflows · Loop engineering lets AI agents repeat tasks, monitor changes, and verify results until stop conditions are met.
• DeepSeek DSpark Module Boosts LLM Inference Speed by 60-85 Percent · DeepSeek's DSpark module combines parallel and sequential drafting to accelerate LLM generation without quality loss.
• Google's Open Knowledge Format (OKF) Challenges Traditional RAG for AI Agents · Google's OKF uses plain text Markdown bundles to replace vector databases for AI knowledge retrieval.
• Modern VLMs Explained: GPT-4o, Gemini, Claude Vision, and Qwen-VL Capabilities · Modern Vision Language Models like GPT-4o and Gemini enable multimodal reasoning and document analysis.
• YOLO26 Tutorial: Real-Time Object Detection, Pose Estimation & More · YOLO26 by ultralytics enables real-time object detection, pose estimation, and segmentation via Google Colab.
• Large Action Models vs Agentic LLMs: Key Differences and Use Cases Explained · Large Action Models offer reliability for fixed tasks, while agentic LLMs excel at open-ended reasoning.
• GraphRAG vs Vector RAG: A Practical Comparison of Retrieval Methods · GraphRAG excels at multi-hop reasoning while Vector RAG is faster for direct factual queries.
• How to Safely Use AI Without Compromising Your Privacy · A practical guide to using AI chatbots securely by disabling training and using temporary modes.
• Self-Improving AI Agents Learn from Mistakes via Feedback Loop · AI agents use a self-improving loop to evaluate, reflect, and store lessons for better future performance.
• Harness-1: 20B Retrieval Agent Outperforms GPT-5.4 in Search Tasks · Harness-1, a 20B retrieval agent from UIUC and Berkeley, beats GPT-5.4 using a stateful harness and eight-tool interface.
• Claude Generates Editable SVG Illustrations Without Image Models · Claude creates sharp, editable vector art using SVG code instead of pixel-based image generation.
• 10 Real ML System Design Problems Walked Through for Interviews · Article details 10 practical ML system design problems with solutions for interviews.
• 10 Advanced ChatGPT Features to Stop Using It Like a Search Engine · Ten techniques transform ChatGPT from a generic chatbot into a precision productivity tool.
• OpenAI Launches Three Free AI Courses with Certificates for Professionals · OpenAI Academy introduces three free courses covering AI basics, workflows, and agents with completion certificates.
• Autoregressive Models Predict Future Using Past Values in Time Series and Language · Autoregressive models forecast future values by analyzing patterns in past data points.
• Gemini Omni Integrates AI Video Generation with Strict Guardrails · Google's Gemini Omni enables text-to-video and image-to-video generation but faces usage limits and strict content policies.
• Google Unveils DiffusionGemma: A Speed-First Open Model for Local AI · Google DeepMind launches DiffusionGemma, a parallel text generation model optimized for local inference speed.
• Top 10 AI Engineering Tools Shaping Developer Workflows in 2026 · Cursor, DeepSeek, and LangGraph lead the essential AI tools for modern software development.
• Anthropic Unveils Claude Fable 5 and Mythos 5 Models · Anthropic releases Claude Fable 5 and Mythos 5, advanced AI models for complex tasks.
• Prophet vs NeuralProphet vs TimeGPT vs Chronos: A Practical Comparison · Four time series forecasting tools compared for accuracy, scalability, and production needs.
• Comparing Six Vector Databases for RAG and AI Applications · The article evaluates Pinecone, Weaviate, Qdrant, Milvus, pgvector, and ChromaDB for AI use cases.
• Google Releases Gemma 4 12B Unified: Mid-Sized Multimodal Model for Laptops · Google launches Gemma 4 12B Unified, a dense multimodal model optimized for local agentic workflows on laptops.
• Anthropic Launches Claude Managed Agents for Autonomous AI Workflows · Anthropic introduces Claude Managed Agents, a hosted platform for running autonomous AI agents with secure sandboxing and built-in tooling.
• Google AI Studio vs Gemini App: Purpose and Features Explained · Gemini App is a consumer assistant while Google AI Studio is a developer workbench for building with APIs.