Marktechpost

DECEMBER 21, 2023

Large Language Models (LLMs) have demonstrated remarkable capabilities in human-level reasoning as well as generation in the past few years. Moreover, the model has been trained in two phases – geometric visual-language alignment and geometric instruction-tuning. Check out the Paper.

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Unite.AI

MARCH 6, 2024

I recently came across BasedLabs , a powerful AI video generator with AI photo editing tools that turns static images into captivating videos in seconds. Verdict BasedLabs AI offers a comprehensive suite of AI tools for images that streamline the content creation process and deliver high-quality results.

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Unite.AI

FEBRUARY 15, 2024

Ramprakash Ramamoorthy, is the Head of AI Research at ManageEngine , the enterprise IT management division of Zoho Corp. As the director of AI Research at Zoho & ManageEngine, what does your average workday look like? Together, we build and enhance our AI stack, which forms the backbone of our services.

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AssemblyAI

NOVEMBER 15, 2023

AI research is powering some of today’s most innovative technologies. Not surprisingly, AI-first companies (where AI is integral to the company’s product or platform), are increasingly coming to market and outstripping their competition. AI avatar startup Synthesia raised a $90M series C at a $1.0B

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Unite.AI

NOVEMBER 17, 2023

From there, I'll give you a step-by-step walkthrough of my experience generating this AI video using Colossyan: Finally, I'll end things with what I liked and disliked about the software, who it's best for, and the top three Colossyan Creator alternatives I've tried. But I'll have you decide whether or not it's right for you!

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AWS Machine Learning Blog

OCTOBER 6, 2023

The applications also extend into retail, where they can enhance customer experiences through dynamic chatbots and AI assistants, and into digital marketing, where they can organize customer feedback and recommend products based on descriptions and purchase behaviors. Features are the inputs used during training and inference of ML models.

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ODSC - Open Data Science

NOVEMBER 30, 2023

This GPU hopes to set a new benchmark as the world’s most powerful GPU designed to supercharge artificial intelligence and high-performance computing or HPC workloads. This helps companies to maintain and align with eco-friendly practices. This past week, NVIDIA introduced the H200 Tensor Core GPU. terabytes per second.

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ODSC - Open Data Science

JULY 3, 2023

With that said, here are some of the newer and trending LLMs that are worth keeping an eye on RWKV Hoping to combine the strengths of high-powered transformers with the efficiency of RNNs, RWKV hopes to combine the best features of the two. If successful, this could lead to more efficient NLP models in the future.

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AI Impacts

JULY 20, 2023

I collected my favorite public pieces of research on AI strategy, governance, and forecasting from 2023 so far. May) Current approaches to building general-purpose AI systems tend to produce systems with both beneficial and harmful capabilities. Model evaluation for extreme risks (DeepMind, Shevlane et al.,

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ODSC - Open Data Science

OCTOBER 26, 2023

With the rapid advance of AI across industries, responsible AI has become a hot topic for decision-makers and data scientists alike. But with the advent of easy-to-access generative AI, it’s now more important than ever. There are several reasons why responsible AI is critical as the technology continues to advance.

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Towards AI

MARCH 1, 2023

Last Updated on March 4, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louis This week we were pleased to note an acceleration in progress toward open-source alternatives to ChatGPT as well as signs of increased flexibility in access to these models.

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OpenAI

AUGUST 24, 2022

Our approach to aligning AGI is empirical and iterative. We are improving our AI systems’ ability to learn from human feedback and to assist humans at evaluating AI. Our goal is to build a sufficiently aligned AI system that can help us solve all other alignment problems.

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Unite.AI

DECEMBER 18, 2023

The idea of artificial intelligence writing entire novels may sound like fiction, but Sudowrite offers practical AI tools to help authors through the whole book writing process. With the rising prevalence of AI, you can write an entire novel in a week. But the question is, will it sound human? Let's find out! What is Sudowrite?

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ODSC - Open Data Science

MARCH 11, 2024

Google’s DeepMind is elbow-deep in some incredible pieces of research and AI innovation. EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI.

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Mlearning.ai

FEBRUARY 26, 2024

Adding Metadata Adding metadata, such as concept and level tags, to improve the quality of indexed data. Image source: Seven Failure Points When Engineering a Retrieval Augmented Generation System I’ll discuss various optimization techniques sourced from different research papers. This paper encompasses most recent optimization methods.

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BAIR

APRIL 29, 2022

At the same time as the emergence of powerful RL systems in the real world, the public and researchers are expressing an increased appetite for fair, aligned, and safe machine learning systems. What’s Special About RL? RL agents choose actions based on an observed state according to a policy, which generates environmental feedback.

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Cold Takes

JANUARY 25, 2023

Call it slacktivism if you want, but I’d guess it can be a big deal: many extremely important AI-related ideas are understood by vanishingly small numbers of people, and a bit more awareness could snowball. ” or “AI development should be illegal!” ” Some of the unintuitive details are crucial.

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Snorkel AI

MAY 3, 2023

She presented “Detecting Data Distributional Shift: Challenges and Opportunities” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022. The talk covered a novel approach for handling out-of-distribution objects. A transcript of her talk follows. It has been lightly edited for reading clarity.

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Snorkel AI

MAY 3, 2023

She presented “Detecting Data Distributional Shift: Challenges and Opportunities” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022. The talk covered a novel approach for handling out-of-distribution objects. A transcript of her talk follows. It has been lightly edited for reading clarity.

Machine Learning 52

Machine Learning Neural Network Explainability Data Scientist 52

AssemblyAI

APRIL 3, 2024

million hours of multilingual audio data, Universal-1 achieves best-in-class speech-to-text accuracy, reduces word error rate and hallucinations, improves timestamp estimation, and helps us continue to raise the bar as the industry-leading Speech AI provider.  Trained on over 12.5

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ODSC - Open Data Science

JUNE 26, 2023

Much like the Triwizard champions relied on wands, brooms, or portkeys to overcome trials, mid- and late-career professionals stepping into or leveling up in the data science arena can trust How To Become a Data Scientist as their ‘Portkey.’ The purpose? To whisk them away from confusion and lead them toward clarity and success.

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AWS Machine Learning Blog

JUNE 22, 2023

The Amazon ML Solutions Lab and L&W team embarked on an end-to-end journey from formulating the ML problem and defining the evaluation metrics, to delivering a high-quality solution. The post presents a detailed description of this journey, and we hope you will enjoy it as much as we do! Otherwise, it is low priority.

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Cold Takes

FEBRUARY 20, 2023

This piece is about what major AI companies can do (and not do) to be helpful. By “major AI companies,” I mean the sorts of AI companies that are advancing the state of the art, and/or could play a major role in how very powerful AI systems end up getting used.

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Dlabs.ai

MAY 19, 2023

There’s a real buzz around what AI tools like ChatGPT and MidJourney can do. That’s why we’ve compiled a list of AI tools for 2023, many of which you’ll wonder how you ever lived without. ChatGPT is a groundbreaking creation in the world of AI-based writing. Content Writing Tools 1.

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Mlearning.ai

JANUARY 14, 2024

Each observation in your dataset contains hundreds of features: brightness levels in different wavelengths, distances, sizes, and many more. But as you delve deeper, you encounter an unexpected problem: the more features you have, the sparser the data becomes in the high-dimensional space.

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Dlabs.ai

MAY 19, 2023

There’s a real buzz around what AI tools like ChatGPT and MidJourney can do. That’s why we’ve compiled a list of AI tools for 2023, many of which you’ll wonder how you ever lived without. ChatGPT is a groundbreaking creation in the world of AI-based writing. Content Writing Tools 1.

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Topbots

OCTOBER 10, 2023

Source: rawpixel.com Conversational AI is an application of LLMs that has triggered a lot of buzz and attention due to its scalability across many industries and use cases. In this article, we will use the mental model shown in Figure 1 to dissect conversational AI applications (cf. Figure 1: Mental model of an AI system (cf.

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Google Research AI blog

APRIL 30, 2023

We are proud to be a Diamond Sponsor of ICLR 2023, a premier conference on deep learning, where Google researchers contribute at all levels. This year we are presenting over 100 papers and are actively involved in organizing and hosting a number of different events, including workshops and interactive sessions.

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ML @ CMU

MARCH 31, 2023

However, while numerous explainable AI (XAI) methods have been developed, XAI has yet to deliver on this promise. Our negative findings align with those of contemporaneous works. We observe that explanations do not in fact help with concrete applications such as fraud detection and paper matching for peer review.

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Unite.AI

MARCH 18, 2024

The emergence of AI image generators has increased, with new AI image generators popping up left, right, and center. It's an all-in-one AI toolkit to create and edit images with text. It's an all-in-one AI toolkit to create and edit images with text. It's hard to believe that AI generated these photos.

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AI Impacts

DECEMBER 22, 2022

The conversation near me over the years has felt a bit like this: Some people: AI might kill everyone. The conversation near me over the years has felt a bit like this: Some people: AI might kill everyone. We should design a godlike super-AI of perfect goodness to prevent that. And lately , to a bunch of other people.)

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Snorkel AI

MAY 12, 2023

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Piyush Puri: Please join me in welcoming to the stage our next speakers who are here to talk about data-centric AI at Capital One, the amazing team who may or may not have coined the term, “what’s in your wallet.”

Machine Learning 52

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Snorkel AI

MAY 12, 2023

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Piyush Puri: Please join me in welcoming to the stage our next speakers who are here to talk about data-centric AI at Capital One, the amazing team who may or may not have coined the term, “what’s in your wallet.”

Machine Learning 52

Machine Learning Data Scientist ML Data Science 52

ML @ CMU

MARCH 30, 2023

However, while numerous explainable AI (XAI) methods have been developed, XAI has yet to deliver on this promise. Our negative findings align with those of contemporaneous works. We observe that explanations do not in fact help with concrete applications such as fraud detection and paper matching for peer review.

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Unite.AI

AUGUST 4, 2023

As with slavery being banned, I believe we will enter a point where high-emitting companies will not be allowed to operate. AI can process a companies behaviour at scale. Imagine a company that has 20,000 employees, it is impossible for a single person or even team to know at a operational level what is happening and what can be done.

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Dlabs.ai

JUNE 11, 2019

Historically, you would have needed to generate manual inputs for any hope of finding a workable solution. And deep learning models can often achieve a level of accuracy that far exceeds that of a real person – which is why the technique is in high demand. Only once we’re aligned on the outcome, do we train the algorithm.

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Snorkel AI

APRIL 25, 2023

Vijay Janapa Reddi, professor at Harvard University, gave a presentation entitled “DataPerf: Benchmarks for data” at Snorkel AI’s 2022 Future of Data-Centric AI conference. I’m excited today to be talking about DataPerf, which is about building benchmarks for data-centric AI development. I can do comparisons against that.

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