AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Learn more about our commitment to Responsible AI and additional responsible AI resources to help our customers.

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John Snow Labs

OCTOBER 19, 2023

One reason for this bias is the data used to train these models, which often reflects historical gender inequalities present in the text corpus. To address gender bias in AI, it’s crucial to improve the data quality by including diverse perspectives and avoiding the perpetuation of stereotypes.

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The MLOps Blog

JUNE 27, 2023

Data quality control: Robust dataset labeling and annotation tools incorporate quality control mechanisms such as inter-annotator agreement analysis, review workflows, and data validation checks to ensure the accuracy and reliability of annotations. Data monitoring tools help monitor the quality of the data.

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Unite.AI

APRIL 24, 2024

Meta has recently released Llama 3 , the next generation of its state-of-the-art open source large language model (LLM). This dataset also includes a significant portion (over 5%) of high-quality non-English data, covering more than 30 languages , in preparation for future multilingual applications.

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Topbots

DECEMBER 19, 2023

The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on generative AI and large language models (LLMs). One of the core themes of this year’s conference was the quest for more efficient AI systems.

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Snorkel AI

OCTOBER 31, 2023

The order would require “companies developing any foundation model that poses a serious risk to national security, national economic security, or national public health and safety“ to apply these tests to their models and report the results to the government.

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Snorkel AI

OCTOBER 31, 2023

The order would require “companies developing any foundation model that poses a serious risk to national security, national economic security, or national public health and safety“ to apply these tests to their models and report the results to the government.

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IBM Journey to AI blog

JULY 27, 2023

Trust is a leading factor in preventing stakeholders from implementing AI. In fact, IBV found that 67% of executives are concerned about potential liabilities of AI. Companies are increasingly receiving negative press for AI usage, damaging their reputation.

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ODSC - Open Data Science

SEPTEMBER 20, 2023

Confirmed Extra Events Halloween Data After Dark AI Expo and Demo Hall Virtual Open Spaces Morning Run Day 3: Wednesday, November 1st (Bootcamp, Platinum, Gold, Silver, VIP, Virtual Platinum, Virtual Premium) The third day of ODSC West 2023, will be the second and last day of the Ai X Business and Innovation Summit and the AI Expo and Demo Hall.

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Large Language Models Data Science Machine Learning Prompt Engineer 52

The MLOps Blog

MARCH 21, 2023

Simplify the time it took to put ML models in production. Increase the knowledge on building ML models. Olalekan said that most of the random people they talked to initially wanted a platform to handle data quality better, but after the survey, he found out that this was the fifth most crucial need. Model serving.

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