AI

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