Flipboard

SEPTEMBER 4, 2023

Layering several detectors on top of each other does little to solve the problem of false negatives and positives. “If Instead of college essays, I asked ChatGPT to write a paragraph about the perils of plagiarism. Bias in ChatGPT detectors. Detection rates plummeted to near zero (3 percent, on average). For ChatGPT 3.5

ChatGPT 126

ChatGPT Computer Scientist OpenAI Categorization 126

BAIR

APRIL 3, 2023

Online interactive demo Open source training and serving framework System Overview Large language models (LLMs) have enabled increasingly powerful virtual assistants and chat bots, with systems such as ChatGPT , Bard , Bing Chat , and Claude able to respond to a breadth of user queries, provide sample code, and even write poetry.

Large Language Models 363

Large Language Models ChatGPT OpenAI Chatbots 363

Unite.AI

JUNE 15, 2023

Primarily, they serve to safeguard against misuse, bias, and unethical practices. Another vital aspect of the importance of guardrails is in ensuring fairness and combating bias. These sophisticated language models have the ability to create human-like text, generating responses, stories, or technical write-ups in a matter of seconds.

AI 275

AI AI Generative AI AI Chatbots 275

Unite.AI

JULY 5, 2023

Instead of calculating positional embeddings in which we assign a vector to each word in the sequence, ALiBi calculates attention scores between key and query tokens. Using a technique called tiling, FlashAttention reduces the number of times the model needs to read from or write to memory, speeding up the processing.

LLM 264

LLM NLP Large Language Models Generative AI 264

Allen AI

JUNE 19, 2023

How to be mindful of current risks when using chatbots and writing assistants By Maria Antoniak , Li Lucy , Maarten Sap , and Luca Soldaini Have you used ChatGPT, Bard, or other large language models (LLMs)? Have you interacted with a chatbot or used an automatic writing assistant? Were you surprised at how good the responses were?

Large Language Models 143

Large Language Models LLM Chatbots Explainability 143

O'Reilly Media

MAY 9, 2023

I’m horrified by articles reporting that police use face detection systems with false positive rates over 90% ; and although those reports are five years old, I take little comfort in the possibility that the state of the art has improved. Avoiding bias, prejudice, and hate speech is another critical goal that can be addressed now.

AI 84

AI AI Software Development Robotics 84

AssemblyAI

AUGUST 3, 2023

In a way, the preference model serves as a means to directly introduce a "human preference bias” into the base model. Applying RLHF shapes a language model by infusing a human preference bias into its outputs. The exploding popularity of conversational AI tools has also raised serious concerns about AI safety.

LLM 238

LLM Chatbots ChatGPT OpenAI 238

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. She’s Running a Business, Writing a Book, and Getting a Ph.D. Founding Fathers depicted as American Indian, Black, or Asian.

LLM 95

LLM AI AI ChatGPT 95

O'Reilly Media

APRIL 5, 2023

How are bias and fairness linked? Today’s conversations about AI bias tend to focus on high-visibility social issues such as racism, sexism, ageism, homophobia, transphobia, xenophobia, and economic inequality. Currently, the term “AI bias” refers mostly to human biases that are embedded in historical data.

Algorithm 109

Algorithm AI Tools AI AI 109

Ehud Reiter

JANUARY 30, 2024

In other words, if I were to write a survey of NLG evaluation, it would be very different from Gehrmann et al. Inclusion and exclusion criteria : screening criteria, for example papers have to present new results, they cannot be position papers. Data extracted : what information we extract from the paper. For

NLP 141

NLP Data Extraction AI AI 141

ML @ CMU

SEPTEMBER 22, 2023

Some instantiations of our prompt templates are given below for reference: Prompt template: Write a test that is output type or style and refers to input features. Some instantiations of our prompt templates are given below for reference: Prompt template: Write a test that is output type or style and refers to input features.

Computational Linguistics 112

Computational Linguistics LLM Large Language Models Algorithm 112

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. Guiding the engine through the process of string enumeration and evaluation.

Large Language Models 107

Large Language Models LLM Inference Engine AI 107

Ofemwire

MARCH 1, 2024

The new way to write SEO content, In this post, we’ll show you how Gemini AI can transform your SEO strategy. Content Marketing Trends for 2024 : Write a detailed report about what’s popular in content marketing this year. Content writers are always searching for new ways to make their content better and reach more people.

AI 111

AI AI Natural Language Processing Explainability 111

ML @ CMU

JUNE 5, 2023

ReLM enables writing tests that are guaranteed to come from the set of valid strings, such as dates. TL;DR: While large language models (LLMs) have been touted for their ability to generate natural-sounding text, there are concerns around potential negative effects of LLMs such as data memorization, bias, and inappropriate language.

Large Language Models 61

Large Language Models LLM Automation Machine Learning 61

Flipboard

NOVEMBER 3, 2023

While I’m more drawn to the second approach, I recognize that both necessitate students to develop essential skills in writing, critical thinking and computational thinking to effectively collaborate with computers, which are core to the future of education and the workforce. It was also unable to create a positionality statement.

Generative AI 144

Generative AI AI AI AI Tools 144

IBM Journey to AI blog

NOVEMBER 30, 2023

By recognizing the importance of a strategic and proactive talent acquisition approach, companies can position themselves as employers of choice. It enables HR professionals and the organization to build a strong employer brand, create a positive candidate experience and foster an effective, diverse and inclusive workforce.

Data Analysis 156

Data Analysis Automation Generative AI AI 156

OpenAI

FEBRUARY 16, 2023

Since we cannot predict all the possible inputs that future users may put into our system, we do not write detailed instructions for every input that ChatGPT will encounter. In other cases, the guidance we share with reviewers is more high-level (for example, “avoid taking a position on controversial topics”).

ChatGPT 98

ChatGPT AI AI Neural Network 98

Bugra Akyildiz

MAY 25, 2024

Data Tasks ChatGPT can handle a wide range of data-related tasks by writing and executing Python code behind the scenes, without users needing coding expertise. Bias and Ethical Concerns : Language models can inherit biases present in their training data, leading to potentially harmful or unethical outputs.

ChatGPT 59

ChatGPT Machine Learning OpenAI Data Analysis 59

O'Reilly Media

NOVEMBER 29, 2022

Ron Wyden (D-Oregon) introduced a bill requiring “companies to assess the algorithms that process consumer data to examine their impact on accuracy, fairness, bias, discrimination, privacy, and security.” The good news is that plenty of people in the AI community have been thinking, talking, and writing about AI ethics.

Artificial Intelligence 110

Artificial Intelligence Artificial Intelligence Algorithm Machine Learning 110

Chatbots Life

MAY 13, 2023

Master List of Cheat Sheets & Prompts you can Copy & Paste Have you ever wished you had a personal assistant who could handle everything from coding and social media marketing to writing ads and product descriptions? Well, look no further than ChatGPT prompts! How do I make an HTTP request in Javascript?

ChatGPT 95

ChatGPT Chatbots Explainability Software Engineer 95

ODSC - Open Data Science

MARCH 7, 2024

Early Tremors: Assessing Generative AI’s Emerging Impact on Jobs and Incomes This article examines an early study analyzing how the release of the AI writing tool ChatGPT impacted freelance writers on Fiverr.

Generative AI 52

Generative AI Large Language Models Data Science AI 52

Flipboard

DECEMBER 27, 2023

The fact that even during the Olympics in France, the government has to write in the law that they’re not going to use biometric tech, that’s already something incredible to me,” he says. That’s the result of activists fighting for years in France, in Europe, and elsewhere.” For example, when the ACLU compared photos of U.S.

Algorithm 158

Algorithm Neural Network Software Development Categorization 158

Unite.AI

FEBRUARY 5, 2024

For example, suppose the goal is to train a writing assistant AI to generate high-quality summaries. The simplicity of weight averaging solidifies its position as a leading candidate for assembling robust models from readily available building blocks. The RM might reward concise and informative summaries.

AI 173

AI AI LLM Large Language Models 173

IBM Journey to AI blog

JUNE 14, 2023

We also do positive curation—adding things we know our clients care about. With language models, all you have to do is write the instructions in natural language. Sometimes, you don’t know what data a model was trained on because the creators of those models won’t tell you.

Automation 214

Automation AI AI Neural Network 214

Flipboard

JULY 31, 2023

CNET shares transparent insights into how AI is used in its content CNET uses AI to write its articles but emphasizes that they don’t publish AI-generated content without having it reviewed and edited by humans before posting – even more since an incident with its content. Here are some of them.

AI 99

AI AI AI Tools Explainability 99

Mlearning.ai

MAY 23, 2023

These conditions occur due to low bias and high variance in the model. This can happen due to high bias and low variance. What do you understand by Survivorship Bias? This bias refers to the logical error while focusing on aspects that survived some process and overlooking those that did not work due to lack of prominence.

Data Science 52

Data Science Neural Network Deep Learning Machine Learning 52

Towards AI

APRIL 11, 2023

Of course, the writing of this very text was aided by GPT-4. ???? positive sentences are labeled negative and vice versa). Source: [link] The main emergence study reveals: Large models learn to flip labels, while smaller models stick to their pre-trained knowledge, continuing to label positive as positive and negative as negative.

Large Language Models 91

Large Language Models Computer Vision OpenAI ChatGPT 91

NVIDIA

DECEMBER 13, 2023

And LLMs are delivering human-like writing, enabling fraudsters to draft more contextually relevant emails without typos and grammar mistakes. It’s a headache for consumers, as well, when fraud models from financial services firms overreact and register false positives that shut down legitimate transactions.

Explainability 103

Explainability Neural Network Computer Vision Generative AI 103

Topbots

AUGUST 31, 2023

Overreliance Imagine a company implementing an LLM to assist developers in writing code. ” LLM biases can arise from a variety of sources, including biased training data, poorly designed reward functions, and imperfect bias mitigation techniques that sometimes introduce new biases.

Large Language Models 80

Large Language Models LLM Chatbots Natural Language Processing 80

AssemblyAI

DECEMBER 23, 2022

Data collection: a list of prompts is selected and a group of human labelers are asked to write down the expected output response. The researchers who design the study and write the labeling instructions. The labelers bias is both included in the reward model training (by ranking outputs) and in the model evaluation.

ChatGPT 246

ChatGPT Large Language Models OpenAI Algorithm 246

Viso.ai

JANUARY 16, 2024

The sub-networks compute the feature vectors for the anchor, a positive sample, which is a variation of the anchor, and a negative sample, which differs from the anchor. Siamese Neural Network: Each sub-network takes two inputs (one anchor, and one positive, or negative sample) for comparison.

Neural Network 52

Neural Network Computer Vision Convolutional Neural Networks Algorithm 52

Unite.AI

AUGUST 10, 2023

When benchmarked against college students preparing for graduate programs, Claude 2 performed above the 90th percentile in the GRE reading and writing exams, indicating its proficiency in comprehending and generating intricate content. The open-source nature of MPT-7B positions it as a valuable tool for commercial applications.

Large Language Models 237

Large Language Models LLM Chatbots ChatGPT 237

Google Research AI blog

JANUARY 24, 2023

We specifically looked at evaluations of unfair gender bias, both in natural language and in contexts such as gender-inclusive health. This work is advancing more accurate evaluations of unfair gender bias so that our technologies evaluate and mitigate harms for people with queer and non-binary identities.

Responsible AI 99

Responsible AI AI AI ML 99

Flipboard

MAY 10, 2023

The app showed millions of people the immense capabilities of generative AI, how it can do everything from write original poetry to churn out working lines of code, all in a matter of seconds. Those are all correct statements and could potentially be relevant background information if I were to write an article on the topic.

AI 126

AI AI Chatbots OpenAI 126

Bugra Akyildiz

DECEMBER 18, 2022

If you have been spending a lot of time with ChatGPT, you my want to take a look at the awesome prompts: [link] You can open full-fledged terminal, write Python, JS in various terminals and then debug your code further. Dramatron is conceived as a writing tool and as a source of inspiration and exploration for writers.

Neural Network 52

Neural Network ChatGPT Machine Learning Deep Learning 52

Marktechpost

JUNE 13, 2023

Already implemented in over 130 clinics, this AI model has positively impacted more than 600 medical staff, with one clinic reporting a 30% increase in patients treated within the same time frame. Carbon Health reports an impressive 88% acceptability rate for the model’s generated medical records without requiring any editing.

ChatGPT 56

ChatGPT AI Tools AI Modeling Artificial Intelligence 56

Heartbeat

AUGUST 2, 2023

Transformer model used for Language-based tasks [ Source ] The encoder consists of a heap of identical layers, containing two sub-layers: a multi-head self-attention mechanism and a position-wise feed-forward neural network. The positional encoding allows the model to understand the sequential nature of language. in this paper.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering OpenAI 52