IBM Journey to AI blog

NOVEMBER 9, 2023

But what happens on a really busy day when a backlog of messages starts to build up on the topic that the application is consuming from? This is bad news. The topic of metrics could fill a whole article in its own right, but in this context the consumer exposes metrics for both the average and maximum time between polls.

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Algorithm 160

Marktechpost

OCTOBER 27, 2023

These diffusion-based techniques are preferred because they are controllable, can create a wide range of outputs, and can produce extremely realistic images. Methodical monitoring and synthesis of current research on video dissemination models has been included, such as a range of topics like video creation, editing, and comprehension.

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Artificial Intelligence Artificial Intelligence Computer Vision AI Researcher 89

Marktechpost

AUGUST 11, 2023

The inherent tradeoff between legal risk and model performance lies at the heart of this topic. Because of this, they now face the extreme domain generalization problem of trying to generalize a model trained on very narrow domains. However, this problem is solved by supplementing SILO with an inference-time datastore.

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NVIDIA

NOVEMBER 13, 2023

Our model’s generative process is extremely naive, lacking any specific information or constraints around what a new COVID variant should look like,” said Arvind Ramanathan, lead researcher on the project and a computational biologist at Argonne. Learn more about NVIDIA Research and subscribe to NVIDIA healthcare news.

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LLM Computer Vision Large Language Models AI 122

Unite.AI

DECEMBER 1, 2023

Meanwhile, the hashtag generator ensures all of your hashtags are relevant for the most reach, and the content curator sources the latest news articles based on your interests that you can immediately share with your audience. I found the interface extremely easy to navigate, and the process was simple.

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AI Impacts

APRIL 17, 2023

News AI Impacts blog We moved our blog to Substack! Our pages have always been wiki-like: updatable reference pages organized by topic. New office We recently moved to a new office that we are sharing with FAR AI and other partner organizations.

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Marktechpost

SEPTEMBER 26, 2023

Segmentation can be divided into two topics basically semantic and instance segmentation. It is extremely time-consuming to go over thousands of images and mark every single object inside them. This is a significant problem, as you can imagine. What if we could somehow automate this process?

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Artificial Intelligence Artificial Intelligence Computer Vision AI 119

ODSC - Open Data Science

NOVEMBER 23, 2023

And during his keynote, Nick worked to bring this important topic to the forefront. It’s clear that the development of AI is an extremely beneficial outcome to humanity, but it also is filled with complex and challenging issues related to ethics. Subscribe to our weekly newsletter here and receive the latest news every Thursday.

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Data Science Artificial Intelligence Artificial Intelligence AI 52

ODSC - Open Data Science

JUNE 5, 2023

From NLP, ML, and generative AI, to even artificial general intelligence, the topics were diverse and awe-inspiring. That’s why this session was so popular as the speaker dived right into the topic and walked through solutions and methods of avoiding this bias in their data.

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Marktechpost

FEBRUARY 27, 2024

Directly modeling millions of tokens is extremely difficult due to the high computational cost, memory constraints, and lack of suitable datasets. They have curated this dataset from publicly available books and video sources containing videos of diverse activities and books on various topics. Check out the Paper.

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Neural Network Machine Learning AI AI 84

Towards AI

NOVEMBER 3, 2023

I found the topics covered super interesting because of the new potential for accurate patient outcome predictions as well as opportunities for finding relevant biomarkers/biological pathways. Overall, this field is extremely exciting, and I can’t wait to share more. Image credits to Lipkova et al.,

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Data Integration Artificial Intelligence Artificial Intelligence Deep Learning 99

ODSC - Open Data Science

APRIL 19, 2023

Younger data scientists generally perceive these topics as less important, until the day when they suddenly find them to be extremely important. The resulting book, “Business Skills for Data Scientists: Practical Guidance in Six Key Topics”, was published in 2021 and has so far had a very positive reception.

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Marktechpost

JULY 19, 2023

With their extraordinary capabilities and applications in various domains, a new research paper or a new update in an LLM is getting released almost every day. Current LLMs have a huge number of parameters which makes the training cost extremely high. They are trained on trillions of tokens, which makes them super expensive.

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Large Language Models LLM AI Tools AI 60

ODSC - Open Data Science

MARCH 22, 2023

To find out, we’ve taken some of the upcoming tutorials and workshops from ODSC East 2023 and let the experts via their topics guide us toward building better machine learning. In this talk, we will explore the challenges they face when building content-based recommendation systems at Shopify, among other topics.

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Machine Learning Data Science Artificial Intelligence Artificial Intelligence 98

Towards AI

JANUARY 24, 2024

At a recent GAI Insights learning lab conducted by the amazing Rosemary Brisco, the topic of discussion was the obstacles and roadblocks that companies are facing while trying to deploy Generative AI in their enterprises. Every day, the news is flooded with AI stories, and the CEO and Board are sometimes clueless.

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AI AI OpenAI Machine Learning 93

Marktechpost

JULY 18, 2023

Over the past few years, it has been observed that language models, or LMs, have been extremely instrumental in accelerating the pace of natural language processing applications in a variety of industries, such as healthcare, software development, finance, and many more.

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Natural Language Processing Software Development AI AI 52

AssemblyAI

MAY 3, 2023

With these fairly complex algorithms often being described as “giant black boxes” in news and media, a demand for clear and accessible resources is surging. Effective methods allowing for better control, or steerability , of large-scale AI systems are currently in extremely high demand in the world of AI research.

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Marktechpost

JULY 25, 2023

As a result, it is extremely crucial for researchers and developers to come up with robust security measures that can prevent attacks on such AI systems and ensure that sensitive information is not stolen. AI systems rely heavily on data for training which might contain sensitive and personal information. as a whole.

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Pickl AI

AUGUST 23, 2023

These predictive models take into account a myriad of variables, such as historical stock prices, trading volumes, market news sentiment, and macroeconomic indicators. Many online platforms offer comprehensive courses that cover topics such as stock market data analysis using Python , Machine Learning for stock price prediction, and more.

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Data Science Machine Learning Algorithm Data Scientist 52

ODSC - Open Data Science

MARCH 31, 2023

Large Language Models or LLMs are a hot topic in data science. Tools have been created to generate news articles, summaries, headlines, and more based on real-time events, and input data from users. Subscribe to our weekly newsletter here and receive the latest news every Thursday. It’s likely you might even know a few.

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Large Language Models LLM Neural Network Data Science 59

Viso.ai

FEBRUARY 11, 2024

And, while content generation and AI writing tools are extremely impactful on efficiency and idea generation, they do not always result in the creation of high-quality content. News articles: AI-generated news can perpetuate misinformation if not identified. It is essential to verify the source of information.

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Metadata Computer Vision AI AI 59

Viso.ai

FEBRUARY 11, 2024

And, while content generation and AI writing tools are extremely impactful on efficiency and idea generation, they do not always result in the creation of high-quality content. News articles: AI-generated news can perpetuate misinformation if not identified. It is essential to verify the source of information.

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Metadata Computer Vision AI AI 59

Flipboard

AUGUST 7, 2023

As chatbots become more sophisticated, however, they may inadvertently help individuals with malicious intent to upskill on topics that empower them to do harm. As biological design tools become more powerful, they will enable many beneficial advances like the creation of new medications based on novel proteins or designer viruses.

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ChatGPT Large Language Models Artificial Intelligence Artificial Intelligence 122

Artificial Corner

JUNE 8, 2023

Here’s how I did it My first and main piece of advice is: to be extremely patient with his times and needs. I told him that it can answer questions, have conversations, and provide information on a wide range of topics. They can play word games, get book recommendations, explore hobbies, etc.

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ChatGPT Explainability Artificial Intelligence Artificial Intelligence 81

Topbots

JULY 14, 2023

For instance, websites use summarization agents to offer concise summaries of articles, enabling users to gain a quick overview of the news without diving into the entire content. From news aggregators and social media platforms to e-commerce websites, summarization agents have become an integral part of our digital landscape.

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ChatGPT Natural Language Processing LLM Prompt Engineer 52

PyImageSearch

MARCH 4, 2024

This is all exciting news, and I can’t wait to be able to upload entire books to Gemini 1.5 Handling extremely long conversations and remembering their details. My mission is to change education and how complex Artificial Intelligence topics are taught. Splashing Cold Water on Gemini 1.5 And that’s exactly what I do.

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Large Language Models Computer Vision AI AI 67

Robot Writers AI

SEPTEMBER 24, 2023

In other AI-generated writing news: *In-Depth Guide: Fine-Tuning ChatGPT — Because Robots Need Makeovers, Too: AI expert Julian Horsey offers an extremely clear and easy-to-follow guide on how to customize ChatGPT for highly specific needs. ” Either way, consumers win.

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ChatGPT Auto-complete Robotics OpenAI 52

AI Impacts

FEBRUARY 1, 2023

A system trained to classify images performed extremely well, but only because it had learned to detect images based on their storage location. link] 8 From Hacker News user api: “To give a specific example: I once wrote an objective function to train an evolving system to classify images, a simple machine learning test.

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AI AI OpenAI Large Language Models 130

Pickl AI

JULY 10, 2023

This data can be used for marketing purposes or to generate leads for sales teams. Content Aggregation: News websites or content aggregators may employ data scraping to automatically collect articles, blog posts, or other content from different sources. FAQs 1. Why is Data Scraping necessary on Twitter?

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Python Data Science Data Analysis Natural Language Processing 52

Flipboard

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. Almost anything ChatGPT says can be incorrect, and that it is extremely good at making plausible sounding arguments. It has helped to write a book.

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ChatGPT Large Language Models OpenAI Explainability 133

Lexalytics

APRIL 5, 2021

Even more embarrassingly, the keyword “connectionism”, which came out of the PDP group [ 6 , 17 ] and was intended to mark the territory for the new paradigm of subsymbolic AI, died ignominiously after a few years. Since the MAG database petered out around 2017, I filled out the rest of the timeline with topics I knew were important.

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Neural Network Convolutional Neural Networks Natural Language Processing BERT 52

Cold Takes

JUNE 23, 2022

" In my experience, it's common for the whole thing to feel extremely weird. For example: I've found no standard reference on topics like this, and very few resources that even seem aimed at directly and clearly answering such questions. Narrow expertise on some topic that is important for the nonprofit.

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Explainability 59

PyImageSearch

NOVEMBER 13, 2023

It’s extremely unlikely that the ( x, y )-coordinates of our predicted bounding box will exactly match the ( x, y )-coordinates of the ground-truth bounding box. The good news is that most deep learning object detection implementations handle computing mAP for you. An IoU score > 0. 5 is normally considered a “good” prediction.

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Convolutional Neural Networks Neural Network Computer Vision Deep Learning 120

deepsense.ai

MAY 7, 2023

Being spoiled for choice is usually a good thing, but keeping up is quite problematic – before you fine-tune your favorite new model, there is another state-of-the-art solution waiting to be explored. Important choices not only refer to the abstract topic of architecture. That’s great news!

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Neural Network Convolutional Neural Networks Explainability Deep Learning 52

Cold Takes

JANUARY 25, 2023

One reason I think this topic is worth a whole piece is that practically everyone can help with spreading messages at least some, via things like talking to friends; writing explanations of your own that will appeal to particular people; and, yes, posting to Facebook and Twitter and all of that. ” Why might we still have a problem?

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AI AI AI Developer AI Development 52

Cold Takes

FEBRUARY 10, 2023

People today are doing AI safety research to prevent this outcome, but such research has a number of deep difficulties: “Great news - I’ve tested this AI and it looks safe.” It could be extremely hard for an AI project to be robustly safe against having its AI “stolen.” Strong security.

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AI AI Neural Network Deep Learning 40

Probably Approximately a Scientific Blog

AUGUST 14, 2018

In other news, popular media was recently worried that Google Translate spits out some religious nonsense , completely unrelated to the source text. Other tasks, which require deeper understanding, such as recognizing fake news, summarizing a document, or making a conversation, have not been solved yet. Here is an example.

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