News
AI Security in Finance: Fraud, MRM, Compliance
2+ day, 16+ hour ago (1195+ words) Financial services are attractive targets because fraud can be monetized quickly and at scale. Industry adoption is also accelerating: roughly nine out of ten US banks use AI for fraud detection, and a large majority of anti-fraud professionals plan to…...
Defend Against Membership Inference Privacy Attacks
2+ day, 12+ hour ago (990+ words) This article explains how MIAs work, why they succeed, and which techniques best reduce data leakage from models. It also covers recent advances like Membership-Invariant Subspace Training (MIST) and RelaxLoss, which improve the privacy-utility trade-off compared with older empirical defenses....
What Is MCP in AI? Model Context Protocol Guide
2+ day, 22+ hour ago (1464+ words) This guide explains what MCP in AI is, how the Model Context Protocol works, and why it matters for reliability, automation, and scalable AI integration across real-world workflows. Traditional approaches often require custom code per integration, such as bespoke API…...
How to Build an MCP Server: Step-by-Step Guide
2+ day, 22+ hour ago (976+ words) This tutorial walks through a production-oriented baseline: a TypeScript/Node.js MCP server that provides (1) to-do actions backed by SQLite and (2) a weather lookup tool. You will also learn design patterns for schemas, sessions, and deployment hardening. Building MCP servers…...
AI Security Fundamentals in 2026: Threats and Controls
2+ day, 13+ hour ago (1120+ words) This guide covers the primary threats, the controls that matter most in 2026, and secure AI lifecycle basics you can apply across planning, training, deployment, and operations. Gartner has also highlighted AI-enabled cyberattacks and misinformation as persistent emerging risks into 2026, reinforcing…...
Google News
3+ day, 3+ hour ago (11+ words) ChatGPT vs Claude AI: Key Differences, Features & Use Cases'Blockchain Council...
MCP vs Function Calling vs Plugins for LLM Apps
2+ day, 22+ hour ago (1243+ words) This guide compares MCP, function calling, and plugins, then offers a decision framework and real-world patterns you can apply to agentic systems, copilots, and enterprise assistants. Confused between MCP, plugins, and function calling? Master the ecosystem with an Agentic AI…...
Real-World AI Blockchain Applications and Use Cases
3+ day, 1+ hour ago (1026+ words) Blockchains provide integrity and transparency, but they also introduce challenges such as scalability constraints, complex on-chain data, and security vulnerabilities in smart contracts. AI adds intelligence on top of blockchain data and operations, including: The core value of combining blockchain…...
Prevent Overfitting and Hallucinations in Fine-Tuned LLMs
3+ day, 15+ hour ago (757+ words) Fine-tuning pushes a general model toward a specific domain, style, or task. That specialization can backfire when the update is too aggressive or poorly constrained. Overfitting typically manifests as strong performance on training-like prompts but degraded performance on real-world prompts,…...
Reducing AI Hallucination in Production (RAG Guide)
3+ day, 18+ hour ago (942+ words) This guide outlines an end-to-end, practical approach for enterprise systems, with clear design choices for different risk profiles and measurable ways to monitor progress. Sparse or missing domain knowledge in the model or its accessible context Low-quality prompts and contexts…...