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Insights Derived from AI on Molecular Evolution: From Gene Expression to Codon Usage in Natural Settings

AI Shorts, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 12, 202434Views0Likes0Comments
The study of evolution by natural selection at a molecular level has witnessed remarkable progress with the advent of genomic technologies. Traditionally, researchers focused on observable traits; however, gene expression offers deeper insights into selection pressures, bridging the gap between genomic data and macro traits. A recent study used RNA sequencing to analyze gene expression…

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Improving Efficiency of Large-scale Parallel Training with C4, Developed by Alibaba.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 12, 202439Views0Likes0Comments
Large Language Models (LLMs) such as GPT-3 and Llama face significant inefficiencies during large-scale training due to hardware failures and network congestion. These issues can lead to a substantial waste of GPU resources and extended training durations. Existing methods to address these challenges, which involve basic fault tolerance and traffic management strategies, are often inefficient…

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Is it Possible for Machines to Plan Like Humans? NATURAL PLAN Provides Insight Into the Capabilities and Limitations of Advanced Language Models

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 11, 202426Views0Likes0Comments
Natural Language Processing (NLP) aims to enable computers to understand and generate human language, facilitating human-computer interaction. Despite advancements in NLP, large language models (LLMs) often fall short when it comes to complex planning tasks, such as decision-making and organizing actions - abilities crucial in a diverse array of applications from daily tasks to strategic…

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Omost: An Artificial Intelligence Initiative Transforming LLM Programming Skills into Picture Arrangement

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 11, 202434Views0Likes0Comments
Omost is an innovative project aimed at improving the image generation capabilities of Large Language Models (LLMs). The technology essentially converts the programming ability of an LLM into advanced image composition skills. The concept behind Omost's name is two-fold; firstly, after its use, the produced image should be 'almost' perfect. Secondly, 'O' stands for 'omni,'…

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Causes of Hallucination in Extensive Language Models (LLMs)

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 11, 202440Views0Likes0Comments
The introduction of large language models (LLMs) such as Llama, PaLM, and GPT-4 has transformed the world of natural language processing (NLP), elevating the capabilities for text generation and comprehension. However, a key issue with these models is their tendency to produce hallucinations - generating content that is factually incorrect or inconsistent with the input…

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