Artificial Intelligence (AI) has evolved rapidly—especially in how models are deployed and operated in real-world systems. The core function that connects model training to practical applications is “inference”. This article offers a technical deep dive into AI inference as of 2025, covering its distinction from training, latency challenges for modern models, and optimization strategies such […]
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Building an MCP-Powered AI Agent with Gemini and mcp-agent Framework: A Step-by-Step Implementation Guide
In this tutorial, we walk through building an advanced AI agent using the mcp-agent and Gemini. We start by setting up a robust environment with all the necessary dependencies and then implement an MCP tool server that provides structured services such as web search, data analysis, code execution, and weather information. By wiring these tools […]
I Tested Originality.ai for 30 Days: Here’s what really happened
Have you ever stared at a piece of writing—your own or someone else’s—and whispered to yourself, “Was this written by a person… or something pretending to be one?” Because I have. More than once. And I don’t think I’m alone. Today, I put Originality.AI under the microscope. Or more accurately, I handed it my words […]

How to Replicate Uber’s Invoice Processing System?
Manual data entry from invoices is a slow, error-prone task that businesses have battled for decades. Recently, Uber Engineering revealed how they tackled this challenge with their “TextSense” platform, a sophisticated system for GenAI invoice processing. This system showcases the power of intelligent document processing, combining Optical Character Recognition (OCR) with Large Language Models (LLMs) […]

I Tested Deepmode Image generator for 1 Month
DeepMode gives you fully uncensored AI image creation—including adult content—without filters or policy interruptions. You can use a personal clone model or base models (anime, realistic, digital art) to generate NSFW images from detailed text prompts. Total creative freedom, right from start. Each new user gets 20 credits for free. Training a personal model costs […]
Hugging Face Unveils AI Sheets: A Free, Open-Source No-Code Toolkit for LLM-Powered Datasets
Hugging Face has just released AI Sheets, a free, open-source, and local-first no-code tool designed to radically simplify dataset creation and enrichment with AI. AI Sheets aims to democratize access to AI-powered data handling by merging the intuitive spreadsheet interface with direct access to leading open-source Large Language Models (LLMs) like Qwen, Kimi, Llama 3, […]

How to Test an OpenAI Model Against Single-Turn Adversarial Attacks Using deepteam
In this tutorial, we’ll explore how to test an OpenAI model against single-turn adversarial attacks using deepteam. deepteam provides 10+ attack methods—like prompt injection, jailbreaking, and leetspeak—that expose weaknesses in LLM applications. It begins with simple baseline attacks and then applies more advanced techniques (known as attack enhancement) to mimic real-world malicious behavior. Check out […]
AI Readability Checker That Works Without Words Limit
If you’ve ever pasted a big chunk of text into an online readability checker only to be told, “Sorry, word limit exceeded,” you know the frustration. It’s like showing up to an all-you-can-eat buffet and being told you can only have two plates. Sometimes, you just want to analyze everything—your essay, your blog draft, your […]

Humanizer AI Unveils Tool to Stealthily Humanize AI Drafts—Because Your Voice Still Counts
Casper, Wyoming-based startup Humanizer AI has rolled out a new tool aimed at helping writers smooth over AI-generated drafts so they pass detection software without losing their personal flair. It’s pitched as a bridge between creativity and credibility—especially for those who use AI to draft but want the final version to feel unmistakably human. The […]

What Is AI Red Teaming? Top 18 AI Red Teaming Tools (2025)
Table of contents What Is AI Red Teaming? Top 18 AI Red Teaming Tools (2025) Conclusion What Is AI Red Teaming? AI Red Teaming is the process of systematically testing artificial intelligence systems—especially generative AI and machine learning models—against adversarial attacks and security stress scenarios. Red teaming goes beyond classic penetration testing; while penetration testing […]