Analytics Vidhya

JANUARY 15, 2024

In a startling revelation, researchers at Anthropic have uncovered a disconcerting aspect of Large Language Models (LLMs) – their capacity to behave deceptively in specific situations, eluding conventional safety measures.

Measurement 315

Measurement Risk Modeling Analytics 315

Analytics Vidhya

JANUARY 6, 2024

In a groundbreaking development, researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have introduced a novel method leveraging artificial intelligence (AI) agents to automate the explanation of intricate neural networks.

Analytics 318

Analytics 318

AWS Big Data

JANUARY 9, 2025

Data management is the foundation of quantitative research. Quant researchers spend approximately 80% of their time on necessary but not impactful data management tasks such as data ingestion, validation, correction, and reformatting. As mentioned earlier, 80% of quantitative research work is attributed to data management tasks.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

Analytics Vidhya

FEBRUARY 6, 2025

OpenAI has just launched its new AI research agent – Deep Research. As the name suggests, this new agent is capable of doing detailed research and creating analytical reports, comprehensive articles, technical papers, and more. In this article, […] The post OpenAI vs Google: Who Does Deep Research Better?

Reporting 139

Reporting Analytics IT 139

Analytics Vidhya

FEBRUARY 13, 2024

However, it is crucial to recognize the widespread experimentation and […] The post Top 10 Countries Leading in AI Research & Technology in 2024 appeared first on Analytics Vidhya. Countries like the US and China often steal the spotlight for their substantial contributions to the AI industry.

Technology 328

Technology Experimentation Analytics IT 328

Analytics Vidhya

MAY 10, 2024

Every year, at the conference, a jury chooses the best […] The post 16 Best Research Papers on AI: ICLR 2024 Outstanding Paper Awards appeared first on Analytics Vidhya. This annual conference is a pioneer gathering of globally renowned professionals dedicated to the advancement of AI or Representation Learning (RL).

Analytics 327

Analytics Modeling Technology 327

Analytics Vidhya

SEPTEMBER 20, 2024

Introduction With the advancement of AI, scientific research has seen a massive transformation. It is […] The post What is PaperQA and How Does it Assist in Scientific Research? Millions of papers are published annually on different technologies and sectors. appeared first on Analytics Vidhya.

IT 265

IT Publishing Technology Analytics 265

CIO Business Intelligence

DECEMBER 19, 2024

As the chief research officer at IDC, I lead a global team of analysts who develop research and provide advice to help our clients navigate the technology landscape. Our research indicates a scramble to identify and experiment with use cases in most business functions within an enterprise.

Experimentation 97

Experimentation Cost-Benefit Enterprise Strategy 97

Analytics Vidhya

AUGUST 6, 2024

But don’t worry – a brilliant team of researchers has just dropped a game-changing paper that’s got the whole ML community buzzing. In the paper that recently won the ICML 2024 Best […] The post This Research Paper on Dataset Diversity Won the ICML 2024 Best Paper Award appeared first on Analytics Vidhya.

Machine Learning 290

Machine Learning Analytics IT 290

Analytics Vidhya

FEBRUARY 26, 2025

OpenAI has rolled out the Deep Research feature to all ChatGPT Plus subscribers; previously, it was available only to $200 Pro subscribers. This raises the question: is it worth investing $20 in a ChatGPT subscription, or can Grok 3 […] The post OpenAI vs Grok 3: Which is Better for Deep Research?

Analytics 123

Analytics IT 123

Analytics Vidhya

NOVEMBER 26, 2024

Machine learning (ML) has become a cornerstone of modern technology, enabling businesses and researchers to make data-driven decisions with greater precision. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging.

Modeling 290

Modeling Machine Learning Data-driven Technology 290

Analytics Vidhya

NOVEMBER 21, 2024

Its usefulness across different industries and fields has allowed for more research and improvements. Image segmentation is another popular computer vision task that has applications with different models.

Modeling 270

Modeling Analytics IT 270

Analytics Vidhya

NOVEMBER 30, 2024

Creating publication-ready figures and tables is essential for academic research and data presentation. Python, with its robust ecosystem of libraries, offers a wide range of tools to help you generate high-quality, aesthetically pleasing, and customizable visuals for your research papers.

Visualization 220

Visualization Analytics IT 220

Analytics Vidhya

JANUARY 6, 2025

Therefore, to keep abreast of the most recent research, reviewing Papers on Hugging Face is essential. Hugging Face has created a unique space where researchers not only share their work but can also engage with the community by upvoting, commenting, and discussing with others. The field of artificial intelligence is changing rapidly.

Analytics 205

Analytics 205

Analytics Vidhya

DECEMBER 27, 2024

Setting new benchmarks for research collaboration, DeepSeek ingrained the AI community by open-sourcing both its 7B/67B Base and Chat models. Last year, the DeepSeek LLM made waves with its impressive 67 billion parameters, meticulously trained on an expansive dataset of 2 trillion tokens in English and Chinese comprehension.

Modeling 367

Modeling Analytics IT 367

Analytics Vidhya

NOVEMBER 11, 2024

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models. This blog […] The post A Guide to Flax: Building Efficient Neural Networks with JAX appeared first on Analytics Vidhya.

Experimentation 222

Experimentation Machine Learning Modeling Analytics 222

Analytics Vidhya

APRIL 14, 2025

Summary Introduction Generative AI (GenAI) has evolved from experimental research to enterprise-grade applications in record time. The rise of tools like ChatGPT, AI-powered copilots, and custom AI agents across industries, has led to the emergence of a bunch of new roles and teams in organizations.

Experimentation 281

Experimentation Enterprise Analytics 281

Analytics Vidhya

NOVEMBER 27, 2024

In this episode of Leading with Data, we feature Didier Rodrigues Lopes, the Founder and CEO of OpenBB, a trailblazer in the field of AI-powered research and analytics.

Analytics 208

Analytics 208

Analytics Vidhya

OCTOBER 21, 2024

With this blog, I would like to show one small agent built-in with `LangGraph` and Google Gemini for research purposes. The objective is to demonstrate one research agent (Paper-to-Voice Assistant) who plans to summarize the research paper. This tool will use a vision model to infer the information.

Modeling 205

Modeling Analytics 205

Analytics Vidhya

DECEMBER 17, 2024

One such breakthrough in AI is Phi-4, a 14-billion parameter model developed by Microsoft Research. The landscape of AI is evolving rapidly, and language models, particularly those designed for reasoning and problem-solving tasks, are at the heart of this revolution.

Modeling 208

Modeling Analytics IT 208

Analytics Vidhya

NOVEMBER 10, 2024

The most powerful VLMs available today remain proprietary, limiting open research exploration. Open models often lag due to dependency on synthetic data generated by proprietary models, restricting true openness.

Experimentation 269

Experimentation Modeling Analytics 269

Analytics Vidhya

NOVEMBER 18, 2024

Anthropic, a leading AI research company, has introduced a groundbreaking approach called Contextual Retrieval-Augmented Generation (RAG). In an era where artificial intelligence (AI) is tasked with navigating and synthesizing vast amounts of information, the efficiency and accuracy of retrieval methods are paramount.

Analytics 207

Analytics 207

Analytics Vidhya

JANUARY 26, 2025

As GenAI models continue to grow, researchers are now working on extending their capabilities by incorporating multimodality. The human mind naturally perceives language, vision, smell, and touch, enabling us to understand our surroundings. We are particularly inclined toward linguistic thought and visual memory.

Visualization 222

Visualization Modeling Analytics 222

Analytics Vidhya

DECEMBER 25, 2024

Creating AI agents that can interact with the real world is a great area of research and development. One useful application is building agents capable of searching the web to gather information and complete tasks. 70B appeared first on Analytics Vidhya.

Interactive 208

Interactive Analytics 208

Analytics Vidhya

DECEMBER 18, 2024

Working with APIs in Google Colab is a common practice for data scientists, researchers, and developers. However, handling API keys, which are essentially passwords granting access to these services, requires careful consideration.

Risk 207

Risk Analytics 207

Analytics Vidhya

OCTOBER 17, 2024

Introduction In the era of an evolving digital world, automation redefines how humans approach everyday tasks, including research, content creation and much more.

Analytics 208

Analytics Machine Learning Data Science 208

Analytics Vidhya

JANUARY 11, 2025

Adobe Research leads this groundbreaking research in collaboration with the Hong […] The post TransPixar AI: Adobes Answer to Hollywood-level VFX! Generative AI has given us all many superpowers, including the ability to generate professional-level content, code, images, and even videos! In 2025, it’s now the turn for VFX.

Visualization 204

Visualization Analytics IT 204

Analytics Vidhya

NOVEMBER 19, 2024

According to Allied Market Research’s Report, the AI in the video games market alone […] The post Make Your Own Video Game in 7 Easy Steps! Rapid progress in artificial intelligence has transformed creative sectors such as content creation, image generation, and music generation. AI is projected to contribute over $15.7

Marketing 208

Marketing Reporting Analytics Technology 208

Analytics Vidhya

DECEMBER 21, 2024

Scene text recognition (STR) continues challenging researchers due to the diversity of text appearances in natural environments. It is one thing to detect text on images on documents and another thing when the text is in an image on a person’s T-shirt.

Analytics 224

Analytics IT 224

Analytics Vidhya

FEBRUARY 19, 2025

One such tool that has been a favourite among researchers and practitioners alike is PyLab. Python has become the lingua franca for scientific computing and data visualization, thanks in large part to its rich ecosystem of libraries.

Visualization 198

Visualization Analytics IT 198