AI

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

Tvorra AI Video Generator is one of the latest AI video editing apps available on the Appstore. It works great for quick social clips, short form films, or anything creative you want to create on your phone. And while it’s clear for beginners, it packs advanced functions that can make your videos look professional. ⚡️ … Read more

def openai_chat(system: str, user: str) -> str: resp = client.chat.completions.create( model=OPENAI_MODEL, messages=[ {“role”: “system”, “content”: system}, {“role”: “user”, “content”: user}, ], temperature=0.3 ) return resp.choices[0].message.content def heuristic_responder(context: str, question: str) -> str: lessons = re.findall(r”Lessons=(.*)”, context) avoid = re.findall(r”Avoid=(.*)”, context) ltm_lines = [ln for ln in context.splitlines() if ln.startswith(“[LTM:”)] steps = [] if lessons: for … Read more

In this tutorial, we examine how clustered learning behaves when the central clustering server is removed and replaced with a peer-to-peer distributed gossip mechanism. We implement both centralized FedAvg and Decentralized Gossip Federated Learning from scratch and introduce client-side partition privacy by injecting limited noise into local model updates. Using controlled experiments on non-IID MNIST … Read more

Robbyant, the integrated AI unit within the Ant Group, has open-sourced LingBot-World, a global model that transforms video production into an interactive simulator for integrated agents, automated driving and games. The system is designed to provide controllable environments with high visual fidelity, dynamic flexibility and long time horizons, while remaining responsive enough for real-time control. … Read more