10/ PlanGPT – combines multiple approaches like retrieval augmentation, fine-tuning, tool usage, and more; the proposed framework is applied to urban and spatial planning but there are a lot of insights and practical tips that apply to other domains.
RESEARCH
-
LLMs for Tabular Data: Techniques, Models and Research Directions
By
–
9/ LLMs on Tabular Data – an overview of LLMs for tabular data tasks including key techniques, metrics, datasets, models, and optimization approaches; it covers limitations and unexplored ideas with insights for future research directions.
-
Societal Impact of Open Foundation Models Position Paper
By
–
7/ On the Societal Impact of Open Foundation Models – a position paper with a focus on open foundation models and their impact, benefits, and risks.
-
Comprehensive Overview and Analysis of LLM Datasets
By
–
4/ Dataset for LLMs – a comprehensive overview (180+ pages) and analysis of LLM datasets.
-
LearnAct: Open-Action Learning Strategy for Language Agents
By
–
5/ LearnAct – explores open-action learning for language agents through an iterative learning strategy that creates and improves actions using Python functions.
-
Mistral Large: Multilingual LLM with Advanced Reasoning and Code
By
–
2/ Mistral Large – a new LLM with strong multilingual, reasoning, maths, and code generation capabilities.
-
BitNet b1.58: High-Performance 1-bit LLM Architecture
By
–
3/ The Era of 1-bit LLMs – introduces a high-performing and cost-effective 1-bit LLM variant called BitNet b1.58 where every parameter is a ternary {-1, 0, 1}.
-
MOSAIC: Modular AI System for Assistive Interactive Cooking
By
–
MOSAIC: A Modular System for Assistive and Interactive Cooking Wang et al.: https://
arxiv.org/abs/2402.18796 #ArtificialIntelligence #DeepLearning #MachineLearning -
Generative AI’s Real Potential: Discovering Unknown and Invisible Things
By
–
Forget photo manipulation and art – generative AI’s real potential is helping us with things we don’t know and can’t see https://
techradar.com/tech/forget-ph
oto-manipulation-and-art-generative-ais-real-potential-is-helping-us-with-things-we-dont-know-and-cant-see
… #AI #GenAI #TechNews #tech #IoT -
Bostrom’s Information Hazards Framework for AI Safety
By
–
The paper: https://
nickbostrom.com/information-ha
zards.pdf
…