AI

In this tutorial, we build a security-enhancing learning pipeline that learns entirely from static, offline data rather than live testing. We design a custom environment, generate a behavioral data set from a constrained policy, and train both a baseline Behavior Cloning and a Conservative Q-Learning agent using d3rlpy. By designing a workflow for offline datasets, … Read more

For those looking for creativity and a photo generator that adapts to individual preferences instead of overwhelming you, Eromantic AI delivers a direct and user-driven solution. ⚡️ FAVORITE PICTURE GENERATORS ⚡️ Candy AI Try Candy AI Unfiltered AI imagesReal GirlsNSFW discussion My Dream Companion Try MyDreamCompanion Spicy AI ChattingHigh Quality Image ProductionBuild the Perfect AI … Read more

The Qwen team recently released Qwen3-Coder-Next, an open source language model designed for coding agents and local development. It sits on the backbone of the Qwen3-Next-80B-A3B. The model uses a Mixture-of-Experts (MoE) microstructure with mixed attention. It has a total of 80B parameters, but only 3B parameters are activated per token. The goal is to … Read more

Overall, chatting with the DeHouse Chatbot feels effortless and more conversational, as the platform supports dialogue that continues over time rather than stopping at individual responses. ⚡️ FAVORITE CONVERSATIONS ⚡️ Candy AI Try Candy AI Unfiltered Chat with AI GirlsPictures and voice messagesVideo Generation My dream friend Try Mydreamcompanion Spicy AI ChattingText and voice messagesAI … Read more

Since its announcement, Grok has been among the world’s leading productivity AI platforms. The reason – its quick and accurate results, handling long content, and the little intelligence that goes with all its answers. It is easy to see the sophistication of the AI ​​model in all output formats, be it text responses, or image … Read more

In this tutorial, we develop a robust, multi-layered security filter designed to protect large language models from dynamic and naming-specific attacks. We combine semantic similarity analysis, rule-based pattern detection, LLM-driven intent classification, and fuzzy detection to create a defense system that relies on a single point of failure. Also, we show how practical, production-style security … Read more

Google has launched Conductor, an open source preview extension for the Gemini CLI that turns AI code generation into a streamlined, context-driven workflow. Conductor stores product information, technical decisions, and work plans as a Markdown version within the repository, then calls Gemini agents from those files instead of ad hoc chat messages. From conversation-based coding … Read more

What is Zero Padding Zero padding is a technique used in convolutional neural networks where extra pixels with a value of zero are added to the borders of the image. This allows the convolutional characters to slide over the edge pixels and helps control how much the spatial dimension of the feature map is reduced … Read more

Large language models such as ChatGPT, Claude are made to follow user instructions. But following user instructions indiscriminately creates a big weakness. Attackers can enter hidden commands to control the behavior of these programs, a technique called rapid injection, such as SQL injection into a database. This can lead to dangerous or misleading results if … Read more

NVIDIA has been released Nemotron-Nano-3-30B-A3B-NVFP4a production test facility that uses a 30B parametric reasoning model in it 4 bit NVFP4 format while maintaining accuracy close to its BF16 base. The model includes a hybrid Mamba2 Transformer Professional Mix properties with Quantization Aware Distillation (QAD) The recipe is designed specifically for NVFP4 deployment. All in all, … Read more