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Research#llm📝 BlogAnalyzed: Dec 25, 2025 19:56

Last Week in AI #328 - DeepSeek 3.2, Mistral 3, Trainium3, Runway Gen-4.5

Published:Dec 8, 2025 04:44
1 min read
Last Week in AI

Analysis

This article summarizes key advancements in AI from the past week, focusing on new model releases and hardware improvements. DeepSeek's new reasoning models suggest progress in AI's ability to perform complex tasks. Mistral's open-weight models challenge the dominance of larger AI companies by providing accessible alternatives. The mention of Trainium3 indicates ongoing development in specialized AI hardware, potentially leading to faster and more efficient training. Finally, Runway Gen-4.5 points to continued advancements in AI-powered video generation. The article provides a high-level overview, but lacks in-depth analysis of the specific capabilities and limitations of each development.
Reference

DeepSeek Releases New Reasoning Models, Mistral closes in on Big AI rivals with new open-weight frontier and small models

Research#LLM🔬 ResearchAnalyzed: Jan 10, 2026 14:30

Cognitive BASIC: Enhancing LLMs with In-Model Reasoning

Published:Nov 20, 2025 22:31
1 min read
ArXiv

Analysis

The paper introduces Cognitive BASIC, a novel approach to enhance Large Language Models (LLMs) by integrating in-model interpreted reasoning. This potentially allows for improved explainability and control within LLMs.
Reference

The paper is available on ArXiv.

Research#llm📝 BlogAnalyzed: Jan 3, 2026 06:37

Together AI Delivers Top Speeds for DeepSeek-R1-0528 Inference on NVIDIA Blackwell

Published:Jul 17, 2025 00:00
1 min read
Together AI

Analysis

The article highlights Together AI's achievement in optimizing inference speed for the DeepSeek-R1 model on NVIDIA's Blackwell platform. It emphasizes the platform's speed and capability for running open-source reasoning models at scale. The focus is on performance and the use of specific hardware (NVIDIA HGX B200).
Reference

Together AI inference is now among the world’s fastest, most capable platforms for running open-source reasoning models like DeepSeek-R1 at scale, thanks to our new inference engine designed for NVIDIA HGX B200.

Research#llm👥 CommunityAnalyzed: Jan 3, 2026 16:22

OpenAI's new reasoning AI models hallucinate more

Published:Apr 18, 2025 22:43
1 min read
Hacker News

Analysis

The article reports a negative performance aspect of OpenAI's new reasoning AI models, specifically that they exhibit increased hallucination. This suggests a potential trade-off between improved reasoning capabilities and reliability. Further investigation would be needed to understand the scope and impact of this issue.

Key Takeaways

Reference