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NVIDIA Blackwell Leads on SemiAnalysis InferenceMAXTM v1 Benchmarks
NVIDIA Blackwell Leads on SemiAnalysis InferenceMAXTM v1 Benchmarks

SemiAnalysis recently launched InferenceMAXTM v1, a new open source initiative that provides a comprehensive methodology to evaluate inference hardware... Read more

Nvidia Developer - Oct 09
Re: Defeating Nondeterminism in LLM Inference, The Future is Predictable
Re: Defeating Nondeterminism in LLM Inference, The Future is Predictable

Gemini generated reply to [Thinking Machine Labs'] first blog post. The post addresses the challenge of large language models (LLMs) not producing identical outputs for identical inputs. The problem is not merely a technical one but a fundamental obstacle to a business model that promises to auto... Read more

Hackernoon - Sep 10
LIFAGU: Lifted Probabilistic Inference in Factor Graphs with Unknown Factors
LIFAGU: Lifted Probabilistic Inference in Factor Graphs with Unknown Factors

This paper introduces LIFAGU, a generalization of colour passing to lift factor graphs with unknown factors, enabling exact probabilistic inference. Read more

Hackernoon - Aug 25
VERSES AI Changes Robotics Forever With Active Inference Breakthrough
VERSES AI Changes Robotics Forever With Active Inference Breakthrough

This article explores a major leap in robotics: VERSES AI’s Active Inference architecture. Unlike rigid reinforcement learning systems, Active Inference equips robots with multi-level reasoning agents that adapt in real time, recover from unexpected changes, and collaborate naturally with humans.... Read more

Hackernoon - Aug 17