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Google’s AI Co-Scientist vs. OpenAI’s Deep Research vs. Perplexity’s Deep Research: A Comparison of AI Research Agents

Unite.AI

Rapid advancements in AI have brought about the emergence of AI research agentstools designed to assist researchers by handling vast amounts of data, automating repetitive tasks, and even generating novel ideas.

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The Top 10 AI Research Papers of 2024: Key Takeaways and How You Can Apply Them

Towards AI

Author(s): Prashant Kalepu Originally published on Towards AI. The Top 10 AI Research Papers of 2024: Key Takeaways and How You Can Apply Them Photo by Maxim Tolchinskiy on Unsplash As the curtains draw on 2024, its time to reflect on the innovations that have defined the year in AI. Well, Ive got you covered!

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The Rise of Time-Series Foundation Models for Data Analysis and Forecasting

Unite.AI

In the subsequent sections, we will explore the different foundational models available for time series data analysis. TimesFM : Developed by Google Research, TimesFM is a decoder-only foundational model with 200 million parameters. The model is conveniently accessible through the Huggingface library.

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Sourcetable Raises $4.3M to Launch the World’s First Self-Driving Spreadsheet, Powered by AI

Unite.AI

AI Chart Generator : Create compelling visualizations with simple prompts. AI Research : Enrich datasets with web-based information. Data Cleaning & Summarization : Identify duplicates, standardize formats, and condense thousands of rows into executive-ready summaries.

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Purdue Researchers Utilize Deep Learning and Topological Data Analysis for Advanced Model Interpretation and Precision in Complex Predictions

Marktechpost

Purdue University’s researchers have developed a novel approach, Graph-Based Topological Data Analysis (GTDA), to simplify interpreting complex predictive models like deep neural networks. GTDA utilizes topological data analysis to transform intricate prediction landscapes into simplified topological maps.

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Researchers from FutureHouse and ScienceMachine Introduce BixBench: A Benchmark Designed to Evaluate AI Agents on Real-World Bioinformatics Task

Marktechpost

These reproduced analyses, organized into analysis capsules, serve as the foundation for generating questions that require thoughtful, multi-step reasoning rather than simple memorization. Nonetheless, the insights gained from BixBench provide a clear direction for future research.

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Amazon Researchers Leverage Deep Learning to Enhance Neural Networks for Complex Tabular Data Analysis

Marktechpost

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