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DeepSeek vs. OpenAI: The Battle of Open Reasoning Models

Unite.AI

This shift has increased competition among major AI companies, including DeepSeek, OpenAI, Google DeepMind , and Anthropic. Each brings unique benefits to the AI domain. DeepSeek focuses on modular and explainable AI, making it ideal for healthcare and finance industries where precision and transparency are vital.

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Top 10 Explainable AI (XAI) Frameworks

Marktechpost

To ensure practicality, interpretable AI systems must offer insights into model mechanisms, visualize discrimination rules, or identify factors that could perturb the model. Explainable AI (XAI) aims to balance model explainability with high learning performance, fostering human understanding, trust, and effective management of AI partners.

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Seven Trends to Expect in AI in 2025

Unite.AI

Following on agentic automation, cognitive process intelligence will focus on providing deeper context around business operations,essentially giving AI the capability to act as an operational consultant.

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With Generative AI Advances, The Time to Tackle Responsible AI Is Now

Unite.AI

Promote AI transparency and explainability: AI transparency means it is easy to understand how AI models work and make decisions. Explainability means these decisions can be easily communicated to others in non-technical terms.

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Achieve competitive advantage in precision medicine with IBM and Amazon Omics

IBM Journey to AI blog

Analytical requirements: Once the data has been brought onto a single platform, and the tools have been assembled into a pipeline, computational techniques must be deployed to interpret data. gene expression; microbiome data) and any tabular data (e.g., gene expression; microbiome data) and any tabular data (e.g.,

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This Machine Learning Research from Tel Aviv University Reveals a Significant Link between Mamba and Self-Attention Layers

Marktechpost

Recent studies have highlighted the efficacy of Selective State Space Layers, also known as Mamba models, across various domains, such as language and image processing, medical imaging, and data analysis. These matrices are leveraged to develop class-agnostic and class-specific tools for explainable AI of Mamba models.

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11 Open Source Data Exploration Tools You Need to Know in 2023

ODSC - Open Data Science

There are many well-known libraries and platforms for data analysis such as Pandas and Tableau, in addition to analytical databases like ClickHouse, MariaDB, Apache Druid, Apache Pinot, Google BigQuery, Amazon RedShift, etc. These tools will help make your initial data exploration process easy.