Nous Research has introduced NousCoder-14B, a competitive Olympiad programming model that is trained on the Qwen3-14B using reinforcement learning (RL) with verifiable rewards. On the LiveCodeBench v6 benchmark, which covers …
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NVIDIA Releases PersonaPlex-7B-v1: A Real-Time Speech-to-Speech Model Designed for Natural and Full-Duplex Conversations
NVIDIA researchers released PersonaPlex-7b-v1, a full-duplex speech-to-speech conversation model that targets natural voice interactions with precise persona control. From ASR→LLM→TTS to a single full-duplex model Traditional voice assistants typically run …
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How to Build a Self-Assessing Agent AI System with LlamaIndex and OpenAI Using Retrieval, Tool Usage, and Automated Quality Check
In this tutorial, we build an advanced agentic AI workflow using LlamaIndex and OpenAI models. We focus on designing a reliable retrieval-augmented generation (RAG) agent that can reason on evidence, …
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How to Build a Secure, Autonomous Pre-Authorization Agent for Healthcare Revenue Cycle Management with Human-in-the-Loop Control
def _now_iso() -> str: return datetime.utcnow().replace(microsecond=0).isoformat() + “Z” def _stable_id(prefix: str, seed: str) -> str: h = hashlib.sha256(seed.encode(“utf-8″)).hexdigest()(:10) return f”{prefix}_{h}” class MockEHR: def __init__(self): self.orders_queue: List(SurgeryOrder) = () self.patient_docs: Dict(str, …
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Author(s): Ajit Originally published on Towards AI. Getting Structured Output from LLM: Guide to Prompts, Parsers, and Tools Large language models (LLMs) like GPT-4 are incredibly powerful at generating human-like …
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NVIDIA AI open-sourced KVzap: a SOTA KV cache pruning method that provides nearly lossless 2x-4x compression
As context length grows into the tens and hundreds of thousands of tokens, the key value cache in Transformer decoders becomes the primary deployment bottleneck. The cache stores the key …
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How to build stateless, secure, and asynchronous MCP-style protocols for scalable agent workflows
In this tutorial, we create a clean, advanced demonstration of modern MCP design by focusing on three core ideas: stateless communication, strict SDK-level validation, and asynchronous, long-running operations. We implement …
