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
SuccubusAI caters to people looking for an AI companion that doesn’t impose heavy moderation or chat restrictions. Instead of directing conversations along predefined lines, it supports open discussion, dynamic discourse, and interactions that change naturally as the conversation evolves. ⚡️ FAVORITE CONVERSATIONS ⚡️ Candy AI Try Candy AI Unfiltered Chat with AI GirlsPictures and voice … Read more
Like most people, the idea of eating insects disgusts me. Of course we probably eat small bugs or bug parts all the time without knowing it. I read a theory somewhere that vegetarian Indians used to get enough protein in part from the insects they accidentally ate on the plants. Before you say don’t knock … Read more