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[Paper] Arbitrage: Efficient Reasoning via Advantage-Aware Speculation
Modern Large Language Models achieve impressive reasoning capabilities with long Chain of Thoughts, but they incur substantial computational cost during inferen...
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Recent Breakthrough: 'Netflix Replay' AI Technology
Overview Imagine binge‑watching your favorite TV show and having an AI predict how much you’ll enjoy each upcoming episode based on your viewing history and pr...
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[Paper] Plug-and-Play Homeostatic Spark: Zero-Cost Acceleration for SNN Training Across Paradigms
Spiking neural networks offer event driven computation, sparse activation, and hardware efficiency, yet training often converges slowly and lacks stability. We ...
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[Paper] Factuality and Transparency Are All RAG Needs! Self-Explaining Contrastive Evidence Re-ranking
This extended abstract introduces Self-Explaining Contrastive Evidence Re-Ranking (CER), a novel method that restructures retrieval around factual evidence by f...
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[Paper] Evolutionary Architecture Search through Grammar-Based Sequence Alignment
Neural architecture search (NAS) in expressive search spaces is a computationally hard problem, but it also holds the potential to automatically discover comple...
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[Paper] Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction
The evolution of Large Language Models (LLMs) from passive responders to autonomous agents necessitates a fundamental shift in learning paradigms -- from static...
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[Paper] LLMs Know More Than Words: A Genre Study with Syntax, Metaphor & Phonetics
Large language models (LLMs) demonstrate remarkable potential across diverse language related tasks, yet whether they capture deeper linguistic properties, such...
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[Paper] CARL: Critical Action Focused Reinforcement Learning for Multi-Step Agent
Agents capable of accomplishing complex tasks through multiple interactions with the environment have emerged as a popular research direction. However, in such ...
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Robots’ Holiday Wishes Come True: NVIDIA Jetson Platform Offers High-Performance Edge AI at Festive Prices
Developers, researchers, hobbyists, and students can take a byte out of holiday shopping this season as NVIDIA has unwrapped special discounts on the NVIDIA Jet...
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[Paper] Algorithmic Thinking Theory
Large language models (LLMs) have proven to be highly effective for solving complex reasoning tasks. Surprisingly, their capabilities can often be improved by i...
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[Paper] Functional Stability of Software-Hardware Neural Network Implementation The NeuroComp Project
This paper presents an innovative approach to ensuring functional stability of neural networks through hardware redundancy at the individual neuron level. Unlik...
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Game the Halls: GeForce NOW Brings Holiday Cheer With 30 New Games in the Cloud
GeForce NOW is decking the digital halls with 30 new games to keep spirits high all month long. Join the fun with Hogwarts Legacy, the LEGO Harry Potter Collect...