Artificial Intelligence Zone

Researchers at Stanford University Expose Systemic Biases in AI Language Models

Marktechpost

MARCH 27, 2024

In a new AI research paper, a team of researchers from Stanford Law School has investigated biases present in state-of-the-art large language models (LLMs), including GPT-4, focusing particularly on disparities related to race and gender.

Large Language Models

Large Language Models AI AI LLM

This AI Research from Apple Investigates a Known Issue of LLMs’ Behavior with Respect to Gender Stereotypes

Marktechpost

SEPTEMBER 26, 2023

Large language models (LLMs) have made tremendous strides in the last several months, crushing state-of-the-art benchmarks in many different areas. There has been a meteoric rise in people using and researching Large Language Models (LLMs), particularly in Natural Language Processing (NLP).

AI Researcher

AI Researcher AI Research Large Language Models LLM

How Human Bias Undermines AI-Enabled Solutions

Unite.AI

NOVEMBER 3, 2023

DeepMind, a Google-owned research lab that focuses on AI, recently published a study in which they proposed a three-tiered structure to evaluate the risks of AI, including both social and ethical risks. With over 100 million users , ChatGPT is one of the most successful LLMs, and it has often been accused of bias.

Large Language Models

Large Language Models AI AI Neural Network

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Prompt Hacking and Misuse of LLMs

Unite.AI

OCTOBER 19, 2023

GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. How LLM generates output Once GPT-4 starts giving answers, it uses the words it has already created to make new ones. The Architecture: LLM and Its Vulnerabilities LLMs, especially those like GPT-4, are built on a Transformer architecture.

Prompt Engineer

Prompt Engineer Prompt Engineering Large Language Models LLM

Vivek Desai, Chief Technology Officer, North America at RLDatix – Interview Series

Unite.AI

APRIL 30, 2024

Right now, we can easily train a LLM to read through text in an incident report. If a patient passes away, for example, the LLM can seamlessly pick out that information. If a patient passes away, for example, the LLM can seamlessly pick out that information. An important focus for us is mitigating bias and unfairness.

LLM

LLM Large Language Models ML Artificial Intelligence

CMU Researchers Introduce ReLM: An AI System For Validating And Querying LLMs Using Standard Regular Expressions

Marktechpost

JUNE 8, 2023

There are rising worries about the potential negative impacts of large language models (LLMs), such as data memorization, bias, and unsuitable language, despite LLMs’ widespread praise for their capacity to generate natural-sounding text. Regular Expression engine for LMs, or ReLM for short.

Large Language Models

Large Language Models LLM Inference Engine AI

How RLHF Preference Model Tuning Works (And How Things May Go Wrong)

AssemblyAI

AUGUST 3, 2023

Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior. This piece should be helpful to anyone who wants a better understanding of LLMs and the challenges in making them safe and reliable. But how do we interpret the effect of RLHF fine-tuning over the original base LLM?

LLM

LLM Chatbots ChatGPT OpenAI

This AI newsletter is all you need #88

Towards AI

FEBRUARY 27, 2024

What happened this week in AI by Louie This week in AI, Gemini’s embarrassing and backfiring attempt to implement DEI (Diversity, Equity, and Inclusion) and counter LLM bias was the center of the debate. Last Updated on February 27, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI.

LLM

LLM AI AI ChatGPT

Using large language models with care

Allen AI

JUNE 19, 2023

We’re a group of researchers studying language, AI, and society. We have a lot of optimism about the future of these technologies; there are so many cool ways in which LLMs can assist people, such as augmenting writers’ creativity , fixing tricky bugs for programmers, and lowering barriers for non-native English speakers.

Large Language Models

Large Language Models LLM Chatbots Explainability

Evaluate large language models for quality and responsibility

AWS Machine Learning Blog

NOVEMBER 30, 2023

Toxicity, bias, escaped PII, and hallucinations negatively impact an organization’s reputation and damage customer trust. Amazon SageMaker Clarify now provides AWS customers with foundation model (FM) evaluations, a set of capabilities designed to evaluate and compare model quality and responsibility metrics for any LLM, in minutes.

Large Language Models

Large Language Models LLM Algorithm Responsible AI

LLM Safety Checklist: Avoiding the Hidden Traps in Large Language Model Applications

Topbots

AUGUST 31, 2023

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key risks associated with LLM-driven applications. Unintended biases : If fed with biased data or poorly designed reward functions, LLMs may generate responses that are discriminatory, offensive, or harmful.

Large Language Models

Large Language Models LLM Chatbots Natural Language Processing

Evaluating Stereotype Bias with LangTest

John Snow Labs

NOVEMBER 8, 2023

Introduction Natural Language Processing (NLP) and Large Language Models (LLMs) in particular have evolved to enable new levels of comprehending and generating human language. Nonetheless, LLM & NLP models are not immune to biases, often reflecting the biases present in the data used for their training.

BERT

BERT Natural Language Processing NLP Large Language Models

Llama 2: The Next Revolution in AI Language Models – Complete 2024 Guide

Viso.ai

JANUARY 2, 2024

Llama 2 is here – the latest pre-trained large language model (LLM) by Meta AI, succeeding Llama version 1. Llama 2 is an open-source large language model (LLM) by Meta AI released in July 2023 with a pre-trained and fine-tuned version called Llama 2 Chat. At their heart, LLMs use a type of neural network called Transformers.

Large Language Models

Large Language Models Deep Learning Computer Vision LLM

Your Guide to Starting With RAG for LLM-Powered Applications

ODSC - Open Data Science

JANUARY 23, 2024

One of the biggest topics we touched on was the concept of retrieval augmented generation, better known as RAG , for LLMs. In this post, I take a closer look at how RAG has emerged as the ideal starting point when it comes to designing enterprise LLM-powered applications. You can imagine it as a pyramid, where… Train from scratch.

LLM

LLM Data Scientist Data Science Deep Learning

A Study of Real-world AI Model Failures and Their Impact

ODSC - Open Data Science

MAY 4, 2023

It wasn’t that long ago when training an LLM model like GPT-3 would be inconceivable by a single Nvidia Tesla v100 GPU. The system was trained on resumes submitted to Amazon over ten years, predominantly from men, resulting in a systemic gender bias. What went wrong? Microsoft shut down the chatbot within 24 hours of its launch.

AI Modeling

AI Modeling Chatbots Data Science AI

How Reinforcement Learning from AI Feedback works

AssemblyAI

AUGUST 1, 2023

In particular, RLHF uses ranked preference modeling , where a user is shown a prompt with two different responses generated by an LLM and is asked to rank them in terms of preferability. We refer to this LLM as the “Response Model” throughout this article for the sake of clarity.

AI

AI AI LLM Large Language Models

Harness large language models in fake news detection

AWS Machine Learning Blog

NOVEMBER 14, 2023

Research in social science has suggested that cognitive bias (confirmation bias, bandwagon effect, and choice-supportive bias) is one of the most pivotal factors in making irrational decisions in terms of the both creation and consumption of fake news ( Kim, et al.,

Large Language Models

Large Language Models LLM Generative AI Python

8 Trending and New Large Language Models to Keep an Eye On

ODSC - Open Data Science

JULY 3, 2023

Pythia Pythia is a suite of 16 LLMs trained on the same public data that can be used to study the development and evolution of LLMs. It also has been used to study memorization, term frequency effects on a few short performances, and the reduction of gender bias. The models range in size from 70M to 12B parameters.

Large Language Models

Large Language Models Natural Language Processing Data Science Prompt Engineer

Llama 2. A significant milestone in the world of AI

deepsense.ai

NOVEMBER 30, 2023

It definitely marks a significant step in the field of natural language processing (and artificial intelligence as a whole), further democratizing the power of LLMs and improving the quality of many LLM-based applications. In this blog post, we will focus on the widely-discussed Llama 2 model.

Artificial Intelligence

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The Sequence Chat: Gavin Uhma – CTO, Cape Privacy on Security Guardrails for LLMs

TheSequence

AUGUST 2, 2023

Developers meanwhile have struggled with how to protect their end-user’s data while building LLM based features. CapeChat is based on our Cape API which makes it easy for developers to protect the sensitive data in their prompts before sending them to an LLM provider like OpenAI or Anthropic. Where do I live?”

LLM

LLM ML ChatGPT OpenAI

The Ascent of ChatGPT

ODSC - Open Data Science

FEBRUARY 14, 2023

It is the latest in the research lab’s lineage of large language models using Generative Pre-trained Transformer (GPT) technology. Researchers are developing techniques to make LLM training more efficient. For example, a team led by Percy Liang carried out an extensive study that compares LLMs.

ChatGPT

ChatGPT Large Language Models OpenAI Conversational AI

Pinterest introduces diversity in multi-stage ranking through DPP, Bucketized ANN, Overfetch and Rerank

Bugra Akyildiz

JUNE 11, 2023

Google built a new system called DIDACT (Dynamic Integrated Developer ACTivity), that trains a LLM for all of the software development activities. related to model persona, sycophancy, advanced AI risks, and gender bias) The evaluations were generated to be asked to dialogue agents (e.g.,

Algorithm

Algorithm Deep Learning Python NLP

The Impact of Medical LLMs on Disease Diagnosis and Treatment

John Snow Labs

JULY 6, 2023

By analyzing diverse data sources and identifying hidden patterns, Healthcare LLMs can push the boundaries of diagnostic accuracy, early disease detection, and personalized medicine.

Large Language Models

Large Language Models LLM NLP Natural Language Processing

Llama 2. A significant milestone in the world of AI

deepsense.ai

NOVEMBER 30, 2023

It definitely marks a significant step in the field of natural language processing (and artificial intelligence as a whole), further democratizing the power of LLMs and improving the quality of many LLM-based applications. In this blog post, we will focus on the widely-discussed Llama 2 model.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

Most Powerful 7 Language (LLM) and Vision Language Models (VLM) Transforming AI in 2023

Topbots

JULY 6, 2023

In the rapidly evolving field of artificial intelligence, natural language processing has become a focal point for researchers and developers alike. The Most Important Large Language Models (LLMs) and Visual Language Models (VLMs) in 2023 1. Where to learn more about this research? Where to learn more about this research?

LLM

LLM Large Language Models Natural Language Processing OpenAI

What Does GPT-3 Mean For the Future of MLOps? With David Hershey

The MLOps Blog

JUNE 5, 2023

I have something that takes a paper and I can ask questions against that paper, like a research paper, things like that. What are the best options to host an LLM at a reasonable scale? You have to think about things such as: 1 Is this number above 0.95 or something like that? 2 Is this sentence authoritative and nice?

Large Language Models

Large Language Models Machine Learning Software Engineer ML

Artificial Intelligence Zone

Researchers at Stanford University Expose Systemic Biases in AI Language Models

This AI Research from Apple Investigates a Known Issue of LLMs’ Behavior with Respect to Gender Stereotypes

Webinars

Trending Sources

How Human Bias Undermines AI-Enabled Solutions

Webinars

Prompt Hacking and Misuse of LLMs

Vivek Desai, Chief Technology Officer, North America at RLDatix – Interview Series

CMU Researchers Introduce ReLM: An AI System For Validating And Querying LLMs Using Standard Regular Expressions

How RLHF Preference Model Tuning Works (And How Things May Go Wrong)

This AI newsletter is all you need #88

Using large language models with care

Evaluate large language models for quality and responsibility

LLM Safety Checklist: Avoiding the Hidden Traps in Large Language Model Applications

Evaluating Stereotype Bias with LangTest

Llama 2: The Next Revolution in AI Language Models – Complete 2024 Guide

Your Guide to Starting With RAG for LLM-Powered Applications

A Study of Real-world AI Model Failures and Their Impact

How Reinforcement Learning from AI Feedback works

Harness large language models in fake news detection

8 Trending and New Large Language Models to Keep an Eye On

Llama 2. A significant milestone in the world of AI

The Sequence Chat: Gavin Uhma – CTO, Cape Privacy on Security Guardrails for LLMs

The Ascent of ChatGPT

Pinterest introduces diversity in multi-stage ranking through DPP, Bucketized ANN, Overfetch and Rerank

The Impact of Medical LLMs on Disease Diagnosis and Treatment

Llama 2. A significant milestone in the world of AI

Most Powerful 7 Language (LLM) and Vision Language Models (VLM) Transforming AI in 2023

What Does GPT-3 Mean For the Future of MLOps? With David Hershey

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