Unite.AI

MAY 10, 2024

Researchers and students often find themselves inundated with lengthy research papers, making it challenging to quickly grasp the core ideas and insights. AI-powered research paper summarizers have emerged as powerful tools, leveraging advanced algorithms to condense lengthy documents into concise and readable summaries.

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Unite.AI

OCTOBER 18, 2024

The 2024 Nobel Prizes have taken many by surprise, as AI researchers are among the distinguished recipients in both Physics and Chemistry. In contrast, Demis Hassabis and his colleagues John Jumper and David Baker received the Chemistry prize for their groundbreaking AI tool that predicts protein structures.

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Neural Network AI Research AI Researcher AI 167

Marktechpost

DECEMBER 29, 2024

To address these challenges, researchers from MIT, Sakana AI, OpenAI, and The Swiss AI Lab IDSIA have developed the Automated Search for Artificial Life (ASAL). This innovative algorithm leverages vision-language foundation models (FMs) to automate the discovery of artificial lifeforms.

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Automation Algorithm OpenAI AI 104

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? What were some of the machine learning algorithms that were used in these early days?

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AI Research AI Researcher Machine Learning Algorithm 157

Unite.AI

FEBRUARY 15, 2025

In 2023, Microsoft suffered such an incident, accidentally exposing 38 terabytes of private information during an AI research project. AI training datasets may also be vulnerable to more harmful adversarial attacks. Research shows that poisoning just 0.001% of a dataset is enough to corrupt an AI model.

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Marktechpost

FEBRUARY 16, 2025

Despite these advances, no method has effectively addressed all three key challenges: Long-context generalization Efficient memory management Computational efficiency Researchers from the KAIST, and DeepAuto.ai The model achieves this through a hierarchical token pruning algorithm, which dynamically removes less relevant context tokens.

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LLM AI Research AI Researcher Large Language Models 82

Marktechpost

SEPTEMBER 24, 2023

LLVM’s optimizer is incredibly complex, with thousands of rules and algorithms written in over 1 million lines of code in the C++ programming language. The post Large Language Models Surprise Meta AI Researchers at Compiler Optimization! If you like our work, you will love our newsletter. appeared first on MarkTechPost.

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Large Language Models AI Research AI Researcher LLM 138

Flipboard

JUNE 7, 2023

Google’s artificial intelligence (AI) research lab DeepMind has achieved a remarkable feat in computer science through its latest AI system, AlphaDev. This specialized version of AlphaZero has made a significant breakthrough by uncovering faster sorting and hashing algorithms, which are essential …

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Analytics Vidhya

NOVEMBER 23, 2023

Join us for a fascinating journey into the world of AI and scientific breakthroughs with Anima Anandkumar. In this engaging podcast, Anandkumar, a respected Bren Professor at Caltech and Senior Director of AI Research at NVIDIA shares insights into the basics of AI thinking, its cross-disciplinary impact, and the game-changing tensor methods.

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AI Research AI Researcher AI AI 305

Analytics Vidhya

JULY 7, 2024

Introduction Artificial Intelligence (AI) is transforming industries and creating new possibilities in various fields. Stanford University, renowned for its contributions to AI research, offers several free courses that can help you get started or advance your knowledge in this exciting domain.

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Unite.AI

JANUARY 23, 2025

AI systems are primarily driven by Western languages, cultures, and perspectives, creating a narrow and incomplete world representation. These systems, built on biased datasets and algorithms, fail to reflect the diversity of global populations. Understanding the Roots of AI Bias AI bias is not simply an error or oversight.

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Marktechpost

OCTOBER 17, 2024

[Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes appeared first on MarkTechPost.

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LLM Algorithm AI Research AI Researcher 111

Marktechpost

DECEMBER 11, 2023

Pearl’s main policy learning algorithm is called PearlAgent, which has features like intelligent exploration, risk sensitivity, safety constraints, etc., An effective RL agent must be able to use an offline learning algorithm to learn as well as evaluate a policy. If you like our work, you will love our newsletter.

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AI Research AI Researcher AI AI 128

Marktechpost

DECEMBER 30, 2024

The study conducted a prospective, multicenter observational study to develop and evaluate an ML algorithm, the Sepsis ImmunoScore, designed to identify sepsis within 24 hours and assess critical illness outcomes such as mortality and ICU admission. All credit for this research goes to the researchers of this project.

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Marktechpost

JULY 22, 2024

The importance of artificial data in AI research has grown substantially due to several factors: scalability, privacy preservation, diversity and representation, and cost-effectiveness. Bias in artificial data can arise from underlying algorithms and training data, potentially leading to unfair or inaccurate model predictions.

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AI Research AI Researcher Data Scarcity Prompt Engineering 119

Unite.AI

JUNE 15, 2024

As Ölveczky explains, “From our experiments, we have a lot of ideas about how such tasks are solved, and how the learning algorithms that underlie the acquisition of skilled behaviors are implemented.” This could provide valuable insights into how real brains learn and adapt to new challenges. .

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Marktechpost

DECEMBER 5, 2023

However, this rich structure needs to be taken into consideration by most planning and reinforcement learning (RL) algorithms. The study team feels that it is critical to create RL algorithms with an understanding of their symmetries to increase their sample efficiency and resilience. If you like our work, you will love our newsletter.

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AI Research AI Researcher Robotics Algorithm 128

Marktechpost

MARCH 4, 2024

Efficiency of Large Language Models (LLMs) is a focal point for researchers in AI. A groundbreaking study by Qualcomm AI Research introduces a method known as GPTVQ, which leverages vector quantization (VQ) to enhance the size-accuracy trade-off in neural network quantization significantly.

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Machine Learning AI Research AI Researcher Large Language Models 130

AI News

JULY 29, 2024

Meta Chief Executive Officer Zuckerberg previously said that his company planned to acquire 350,000 H100 chips by the end of this year to support its AI research efforts. On the other hand, the push for more advanced AI has also sparked an arms race in chip design.

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AI Developer AI Development Big Data AI 312

Marktechpost

MARCH 11, 2024

A zero-shot evaluation has been carried out to evaluate the effectiveness of several language modeling and information retrieval strategies, such as the ChatGPT model, re-ranking, bi-encoder, and likelihood-based algorithms. All credit for this research goes to the researchers of this project. Check out the Paper and Github.

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AI Research AI Researcher Algorithm AI 124

Marktechpost

JANUARY 15, 2024

The benchmark challenges existing unlearning algorithms, highlighting their limitations and the need for more effective solutions. Don’t Forget to join our Telegram Channel The post CMU AI Researchers Unveil TOFU: A Groundbreaking Machine Learning Benchmark for Data Unlearning in Large Language Models appeared first on MarkTechPost.

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Large Language Models Machine Learning AI Research AI Researcher 135

Marktechpost

AUGUST 31, 2024

Researchers have been studying the viability of 1-bit FQT in an endeavor to explore these constraints. The study initially analyses FQT theoretically, concentrating on well-known optimization algorithms such as Adam and Stochastic Gradient Descent (SGD).

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Neural Network AI Research AI Researcher Algorithm 114

Marktechpost

FEBRUARY 20, 2024

This field forms the foundation for developing algorithms, models, and simulations that solve complex real-world problems. Don’t Forget to join our Telegram Channel The post NVIDIA AI Research Introduce OpenMathInstruct-1: A Math Instruction Tuning Dataset with 1.8M If you like our work, you will love our newsletter.

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AI Research AI Researcher LLM Algorithm 128

AssemblyAI

MARCH 21, 2023

What is the current role of GNNs in the broader AI research landscape? Let’s take a look at some numbers revealing how GNNs have seen a spectacular rise within the research community. We find that the term Graph Neural Network consistently ranked in the top 3 keywords year over year.

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Marktechpost

FEBRUARY 22, 2025

Also, OctoTools employs a task-specific toolset optimization algorithm that selects the most relevant tools for each task, thereby improving efficiency and accuracy. The research team extensively evaluated 16 benchmarks covering vision, mathematical reasoning, scientific analysis, and medical applications. OctoTools achieved a 20.7%

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Metadata Large Language Models Algorithm AI 110

Marktechpost

OCTOBER 16, 2024

Evaluating the performance of quantum computers has been a challenging task due to their sensitivity to noise, the complexity of quantum algorithms, and the limited availability of powerful quantum hardware. Researchers have made several attempts to analyze how noise affects the ability of quantum computers to perform useful computations.

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AI Research AI Researcher Inference Engine Algorithm 120

NVIDIA

MARCH 18, 2025

Thats why NVIDIA today announced NVIDIA Halos a comprehensive safety system bringing together NVIDIAs lineup of automotive hardware and software safety solutions with its cutting-edge AI research in AV safety. At the technology level, it spans platform, algorithmic and ecosystem safety.

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Software Engineer Algorithm Robotics AI Modeling 112

Unite.AI

NOVEMBER 20, 2024

Driven by a passion for the convergence of technology and medicine, he enthusiastically balances his roles as a practicing radiologist, Assistant Professor of Radiology at Baylor College of Medicine, and AI researcher. Could you elaborate on how AI enhances the capabilities of XCath's endovascular robotic systems?

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Robotics AI AI Computer Vision 130

Marktechpost

JULY 8, 2024

Some researchers have focused on mechanistic frameworks or pattern analysis through empirical results. The post This AI Research from Tenyx Explore the Reasoning Abilities of Large Language Models (LLMs) Through Their Geometrical Understanding appeared first on MarkTechPost. If you like our work, you will love our newsletter.

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Large Language Models AI Research AI Researcher LLM 122

Analytics Vidhya

MAY 15, 2023

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs). This framework is designed to help users create better prompts with minimal manual intervention & optimize prompt engineering for better results.

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Prompt Engineering Prompt Engineer Large Language Models AI Research 291

Marktechpost

FEBRUARY 21, 2024

The CodeIt Algorithm, underpinned by a robust training regimen involving 400 ARC training examples and an expanded dataset of 19,200 program samples, demonstrates notable efficacy. The implementation of CodeIt on the ARC dataset showcased remarkable results. If you like our work, you will love our newsletter.

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AI Research AI Researcher Categorization Deep Learning 122

Unite.AI

MARCH 10, 2025

Widening Access and Open Models Not long ago, only a handful of labs could build state-of-the-art AI models, but that exclusivity is fading fast. AI capabilities are increasingly accessible to organizations and even individuals, fueling the notion of models as commodities. This is the crux of the commoditization debate.

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AI Modeling OpenAI AI AI 194

AI Weekly

SEPTEMBER 26, 2024

for robotics simulation tech One of the most fundamental breakthroughs at Nvidia has been building processors that power and integrate with highly detailed, compute-intensive graphical simulations, which can be used in a wide range of applications, from games and industrial developments through to AI training.

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Unite.AI

OCTOBER 18, 2023

On the other hand, Meta AI has positioned itself as a proponent of a more open approach, albeit with certain caveats, as evidenced by their LLaMa model family. The direction in which the community leans has profound implications for AI research. Music Generation : AI is also making waves in the creative world.

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Large Language Models Generative AI AI AI 298

NVIDIA

MAY 15, 2024

The physics-based framework was built using NVIDIA Isaac Sim , a robotics simulation platform for designing, training and testing AI-based robots.

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Robotics AI Research AI Researcher AI 105

AI Weekly

JULY 4, 2024

marktechpost.com AI coding startup Magic seeks $1.5-billion reuters.com Applied use cases Meta drops ‘3D Gen’ bomb: AI-powered 3D asset creation at lightning speed Meta, the tech giant formerly known as Facebook, introduced Meta 3D Gen today, a new AI system that creates high-quality 3D assets from text descriptions in less than a minute.

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Artificial Intelligence Artificial Intelligence Robotics Deep Learning 265

Marktechpost

SEPTEMBER 3, 2023

Methods of biological neuromodulation have inspired several plasticity algorithms in models of neural networks. Furthermore, the research team expanded the neural modulation to the range of neuronal plasticity and tested NACA’s continuous learning ability in class continuous learning.

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Neural Network Algorithm Continuous Learning Machine Learning 133