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The Top 8 Computing Stories of 2024

Flipboard

The ever-growing presence of artificial intelligence also made itself known in the computing world, by introducing an LLM-powered Internet search tool, finding ways around AIs voracious data appetite in scientific applications, and shifting from coding copilots to fully autonomous coderssomething thats still a work in progress.

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Meet LLM-Blender: A Novel Ensembling Framework to Attain Consistently Superior Performance by Leveraging the Diverse Strengths of Multiple Open-Source Large Language Models (LLMs)

Marktechpost

From producing unique and creative content and questioning answers to translating languages and summarizing textual paragraphs, LLMs have been successful in imitating humans. Some well-known LLMs like GPT, BERT, and PaLM have been in the headlines for accurately following instructions and accessing vast amounts of high-quality data.

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The Full Story of Large Language Models and RLHF

AssemblyAI

Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives. The quintessential examples for this distinction are: The BERT model, which stands for Bidirectional Encoder Representations from Transformers. Et voilà !

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How foundation models and data stores unlock the business potential of generative AI

IBM Journey to AI blog

Together with data stores, foundation models make it possible to create and customize generative AI tools for organizations across industries that are looking to optimize customer care, marketing, HR (including talent acquisition) , and IT functions. An open-source model, Google created BERT in 2018.

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ChatGPT & Advanced Prompt Engineering: Driving the AI Evolution

Unite.AI

In the context of LLMs, ‘hallucination' signifies the tendency of these models to generate outputs that might seem reasonable but are not rooted in factual reality or the given input context. The AI tool, faltering due to its hallucination problem, cited non-existent legal cases.

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Researchers from Peking University Introduce ChatLaw: An Open-Source Legal Large Language Model with Integrated External Knowledge Bases

Marktechpost

However, early legal LLM (LawGPT) still has a lot of hallucinations and inaccurate results, so this isn’t the case. At first, they understood the demand for a Chinese legal LLM. It is based on the LLM. They also noted that a single general-purpose legal LLM might only function well in this area across some jobs.

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A Guide to Mastering Large Language Models

Unite.AI

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. LLMs utilize embeddings to understand word context.