Unite.AI

APRIL 2, 2025

They created a basic “map” of how Claude processes information. Just as the invention of the microscope allowed scientists to discover cells the hidden building blocks of life these interpretability tools are allowing AI researchers to discover the building blocks of thought inside models.

Large Language Models 269

Large Language Models Neural Network Explainability AI Modeling 269

AI News

NOVEMBER 28, 2024

Reportedly led by a dozen AI researchers, scientists, and investors, the new training techniques, which underpin OpenAI’s recent ‘o1’ model (formerly Q* and Strawberry), have the potential to transform the landscape of AI development. The include xAI , Google DeepMind , and Anthropic.

Large Language Models 325

Large Language Models Big Data OpenAI AI Modeling 325

Marktechpost

MARCH 22, 2025

FAIR at Meta and UC Berkeley researchers proposed a new reinforcement learning method called SWEET-RL (Step-WisE Evaluation from Training-time Information). The critic has access to additional information during training, such as the correct solution, which is not visible to the actor. and frontend win rates from 38.6%

AI Researcher 101

AI Researcher AI Research Large Language Models AI 101

AI News

MARCH 3, 2025

No screenshots, keystrokes, or personal information are sent to Opera’s servers. Easier interaction with page elements: The AI can engage with elements hidden from the users view, such as behind cookie popups or verification dialogs, enabling seamless access to web page content.

Big Data 278

Big Data Natural Language Processing AI AI 278

Flipboard

DECEMBER 13, 2023

Perplexity.ai’s co-founder and CEO discusses the looming challenges in AI research and product development.

AI Researcher 181

AI Researcher AI Research AI AI 181

Unite.AI

MARCH 19, 2025

The organization aims to coordinate research efforts to explore the potential for AI to achieve consciousness while ensuring that developments align with human values. By working with policymakers, PRISM seeks to establish ethical guidelines and frameworks that promote responsible AI research and development.

Large Language Models 194

Large Language Models Neural Network AI AI 194

Unite.AI

FEBRUARY 15, 2025

Artificial intelligence (AI) needs data and a lot of it. Gathering the necessary information is not always a challenge in todays environment, with many public datasets available and so much data generated every day. The vast size of AI training datasets and the impact of the AI models invite attention from cybercriminals.

Machine Learning 191

Machine Learning AI AI Algorithm 191

Unite.AI

MARCH 31, 2025

Intuitively, one might think that the more documents an AI retrieves, the better informed its answer will be. However, recent research suggests a surprising twist: when it comes to feeding information to an AI, sometimes less is more. Source: Levy et al. Why is this such a surprise?

Large Language Models 162

Large Language Models AI AI AI Modeling 162

Marktechpost

FEBRUARY 5, 2025

Here are four fully open-source AI research agents that can rival OpenAI’s offering: 1. Deep-Research Overview: Deep-Research is an iterative research agent that autonomously generates search queries, scrapes websites, and processes information using AI reasoning models.

OpenAI 127

OpenAI LLM AI Researcher AI Research 127

Marktechpost

MARCH 29, 2025

The TurboS bases ability to capture long-text information prevents context loss, a common issue in many language models, and doubles the decoding speed compared to similar systems. All credit for this research goes to the researchers of this project. Efficiency is another cornerstone of Hunyuan-T1s design.

Large Language Models 90

Large Language Models AI Researcher AI Research ML 90

Marktechpost

OCTOBER 24, 2024

Despite advances, handling the vast amount of visual information in videos remains a core challenge in developing scalable and efficient VLMs. Models like Video-ChatGPT and Video-LLaVA focus on spatial and temporal pooling mechanisms to condense frame-level information into smaller tokens.

AI Researcher 120

AI Researcher AI Research Inference Engine Artificial Intelligence 120

Analytics Vidhya

MAY 9, 2023

Following claims of massive losses sustained in building their most recent product, ChatGPT, OpenAI, the AI research firm co-founded by tech titans like Elon Musk and Sam Altman, is making headlines.

OpenAI 367

OpenAI ChatGPT AI Researcher AI Research 367

Unite.AI

MAY 10, 2024

AI-powered research paper summarizers have emerged as powerful tools, leveraging advanced algorithms to condense lengthy documents into concise and readable summaries. In this article, we will explore the top AI research paper summarizers, each designed to streamline the process of understanding and synthesizing academic literature: 1.

AI Researcher 147

AI Researcher AI Research Natural Language Processing Machine Learning 147

Unite.AI

MARCH 6, 2025

Renowned for its ability to efficiently tackle complex reasoning tasks, R1 has attracted significant attention from the AI research community, Silicon Valley , Wall Street , and the media. Yet, beneath its impressive capabilities lies a concerning trend that could redefine the future of AI.

Large Language Models 195

Large Language Models Explainability Black Box AI AI Research 195

Unite.AI

FEBRUARY 26, 2025

A standout feature of Bridgetowns AI suite is its voice botssophisticated AI agents trained to recruit and interview industry experts. By collecting primary datadirect insights from seasoned professionalsthese agents provide businesses with proprietary intelligence that goes beyond publicly available information.

Large Language Models 162

Large Language Models Business Intelligence AI AI 162

AI News

FEBRUARY 19, 2025

Former OpenAI CTO Mira Murati has announced the launch of Thinking Machines, a new AI research and product company. Ethical AI through product-driven learning Thinking Machines also plans to intertwine research and product design, an approach that not only informs innovation but also ensures relevance and usability.

OpenAI 307

OpenAI Big Data AI AI 307

AI News

JANUARY 9, 2025

Balaji said he initially bought OpenAI’s argument that if the information was posted online and freely available, scraping constituted fair use. But it remains to be seen if these arrangements will prove to be satisfactory, especially if AI firms generate billions of dollars in revenue.

OpenAI 281

OpenAI AI AI ChatGPT 281

Unite.AI

JANUARY 6, 2025

This tutor provides extra information along with their answers, indicating how confident they are about each answer. This extra information, known as the “soft labels,” helps the larger model learn more quickly and effectively.

AI Developer 189

AI Developer AI Development AI AI 189

Flipboard

APRIL 3, 2025

Last year, in order to boost model performance, AI researchers began shifting toward teaching models to “reason” when they’re live and responding to user prompts. However, models often struggle with information overload, making it difficult to extract meaningful insights from all that context.

AI Modeling 130

AI Modeling OpenAI Explainability AI 130

Marktechpost

MARCH 4, 2025

In this tutorial, we demonstrate how to build an AI-powered research assistant that can autonomously search the web and summarize articles using SmolAgents. This implementation highlights the power of AI agents in automating research tasks, making it easier to retrieve and process large amounts of information efficiently.

Automation 73

Automation AI Researcher AI Research LLM 73

Flipboard

MARCH 21, 2025

Its not a new feature to the AI worldbut the companys approach stands as one the most thoughtful to date. Much like Perplexity , Anthropics Claude works relevant information from the web into a conversational answer, and includes clickable source citations. but let me search for more precise information since this could have changed.

Chatbots 99

Chatbots ChatGPT Large Language Models OpenAI 99

Unite.AI

MARCH 2, 2025

AI research labs invest millions in high-performance hardware just to keep up with computational demands. Meta AI is addressing this challenge head-on with Scalable Memory Layers (SMLs), a deep learning approach designed to overcome dense layer inefficiencies. Meta AI has introduced SMLs to solve this problem.

Deep Learning 159

Deep Learning Neural Network Automation AI 159

Unite.AI

MARCH 31, 2025

With features like: AI Formula Assist : Automatically generate formulas from natural language. AI Chart Generator : Create compelling visualizations with simple prompts. AI Research : Enrich datasets with web-based information.

Data Scientist 182

Data Scientist AI AI Data Analysis 182

Marktechpost

FEBRUARY 16, 2025

KV cache eviction strategies have been introduced to remove older tokens selectively, but they risk permanently discarding important contextual information. Some models employ selective token attention, either statically or dynamically, to reduce processing overhead.

LLM 82

LLM AI Researcher AI Research Large Language Models 82

Unite.AI

MARCH 7, 2025

A recent paper from LG AI Research suggests that supposedly ‘open' datasets used for training AI models may be offering a false sense of security finding that nearly four out of five AI datasets labeled as ‘commercially usable' actually contain hidden legal risks.

AI 191

AI AI Automation AI Development 191

Marktechpost

NOVEMBER 19, 2024

The machine learning community faces a significant challenge in audio and music applications: the lack of a diverse, open, and large-scale dataset that researchers can freely access for developing foundation models. The alignment of metadata to each audio clip provides valuable contextual information, facilitating more effective learning.

Metadata 111

Metadata Machine Learning Natural Language Processing Computer Vision 111

AI News

FEBRUARY 1, 2024

Leading experts from 30 nations across the globe will advise on a landmark report assessing the capabilities and risks of AI systems. The International Scientific Report on Advanced AI Safety aims to bring together the best scientific research on AI safety to inform policymakers and future discussions on the safe development of AI technology.

Big Data 339

Big Data AI AI AI Researcher 339

Flipboard

DECEMBER 10, 2024

In a glass-walled conference room in San Francisco, Newton Cheng clicked a button on his laptop and launched a thousand copies of an artificial intelligence program, each with specific instructions: Hack into a computer or website to steal data. Its looking at the source code, Cheng said as he

AI Researcher 181

AI Researcher AI Research Artificial Intelligence Artificial Intelligence 181

Unite.AI

NOVEMBER 7, 2024

Gaurav Nemade, an early Product Manager at Google Brain, contributed to the development of LLMs, while Vishakh Hegde conducted AI research at Stanford University. Inventive AI addresses this challenge by integrating with commonly used enterprise systems such as Salesforce, Hubspot, Seismic, Google Drive, SharePoint, OneDrive, and more.

Automation 147

Automation AI AI Machine Learning 147

Marktechpost

SEPTEMBER 21, 2024

Artificial intelligence (AI) research has increasingly focused on enhancing the efficiency & scalability of deep learning models. Researchers from Microsoft have introduced an innovative solution to these challenges with GRIN (GRadient-INformed Mixture of Experts). Check out the Paper , Model Card , and Demo.

Deep Learning 117

Deep Learning Natural Language Processing Computer Vision AI Researcher 117

Flipboard

APRIL 2, 2025

Their outputs are formed from billions of mathematical signals bouncing through layers of neural networks powered by computers of unprecedented power and speed, and most of that activity remains invisible or inscrutable to AI researchers. Scientists had a firm grasp of nuclear physics before the first bomb or power plant was built.

Neural Network 176

Neural Network LLM AI AI 176

Towards AI

NOVEMBER 11, 2024

This issue is especially common in large language models (LLMs), the neural networks that drive these AI tools. They produce sentences that flow well and seem human, but without truly “understanding” the information they’re presenting. Today, AI researchers face this same kind of limitation. Image by Freepik Premium.

Neural Network 119

Neural Network Large Language Models Explainability Generative AI 119

Marktechpost

MAY 25, 2024

Their exceptional effectiveness extends to a wide range of financial sector tasks, including sophisticated disclosure summarization, sentiment analysis, information extraction, report production, and compliance verification. Because LLMs are good at processing and producing language-based material, they perform well in textual domains.

AI Researcher 132

AI Researcher AI Research Large Language Models Machine Learning 132

Marktechpost

OCTOBER 11, 2024

RAG methods enable LLMs to access additional information from external sources, such as web-based databases, scientific literature, or domain-specific corpora, which improves their performance in knowledge-intensive tasks. This process identifies and resolves knowledge conflicts through an iterative refinement of information sources.

AI Researcher 131

AI Researcher AI Research LLM AI 131

AI News

SEPTEMBER 9, 2024

The term AI winter refers to a period of funding cuts in AI research and development, often following overhyped expectations that fail to deliver. With recent generative AI systems falling short of investor promises — from OpenAI’s GPT-4o to Google’s AI-powered overviews — this pattern feels all too familiar today.

Big Data 312

Big Data Machine Learning AI AI 312

Flipboard

FEBRUARY 21, 2025

Last week, Perplexity introduced its own open-source version of R1, called R1 1776, "that has been post-trained to provide uncensored, unbiased, and factual information." Tweet may have been deleted But Perplexity Deep Research is not without flaws.

OpenAI 135

OpenAI ChatGPT AI Research AI Researcher 135

AI News

APRIL 18, 2024

1/n pic.twitter.com/EbDLMHcBOq — Guillaume Lample (@GuillaumeLample) April 17, 2024 With a substantial 64K tokens context window, Mixtral 8x22B ensures precise information recall from voluminous documents, further appealing to enterprise-level utilisation where handling extensive data sets is routine. license.

Big Data 328

Big Data AI Tools AI Research AI Researcher 328