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Research & Development
Spiffy: A New Algorithm Boosts Diffusion LLM Speed Without Losing Quality
TLDR: Spiffy is a novel speculative decoding algorithm that accelerates Diffusion LLMs (dLLMs) by 2.8-3.1x, and up to 7.9x when combined with other parallel...
Research & Development
Boosting Mental Health Chatbot Safety with Specialized AI Principles
TLDR: This research introduces Domain-Specific Constitutional AI (CAI) to enhance the safety and effectiveness of large language model (LLM)-powered mental health chatbots. It proposes...
Research & Development
SalaMAnder: A Deeper Look into How LLMs Solve Math Problems
TLDR: SalaMAnder is a new framework that uses Shapley values to explain how Chain-of-Thought (CoT) reasoning works in large language models (LLMs) for math...
Research & Development
NUMINA: A New Benchmark Reveals AI’s Struggle with 3D Numerical Reasoning
TLDR: NUMINA is a novel benchmark designed to evaluate multimodal large language models (MLLMs) on their ability to perform precise numerical reasoning and spatial...
News & Current Events
South Africa’s Future of Work Dialogue to Prioritize Global Competitiveness and Technological Innovation
TLDR: The 4th Annual Future of Work National Dialogue, hosted by the Tshwane University of Technology's Institute for the Future of Work (IFOW), will...
Research & Development
Unpacking LLM Sequential Reasoning: A Look at seqBench
TLDR: seqBench is a new, tunable benchmark designed to quantify and analyze the sequential reasoning limits of Large Language Models (LLMs). It offers fine-grained...