LLMs and Mental HealthTowards Data Scienceon July 31, 2025 at 3:01 pm Are LLMs good or bad for our mental health? It’s more complicated than that.
The post LLMs and Mental Health appeared first on Towards Data Science.
Are LLMs good or bad for our mental health? It’s more complicated than that.
The post LLMs and Mental Health appeared first on Towards Data Science. Read More
How to Benchmark LLMs – ARC AGI 3Towards Data Scienceon July 31, 2025 at 3:08 pm Learn how to LLMs are benchmarked, and try out the newly released ARC AGI 3
The post How to Benchmark LLMs – ARC AGI 3 appeared first on Towards Data Science.
Learn how to LLMs are benchmarked, and try out the newly released ARC AGI 3
The post How to Benchmark LLMs – ARC AGI 3 appeared first on Towards Data Science. Read More
The ONLY Data Science Roadmap You Need to Get a JobTowards Data Scienceon July 31, 2025 at 2:52 pm Are you looking to become a data scientist and don’t know where to start? In this article, I want to provide you with a straightforward, no-nonsense learning roadmap that you can follow to break into the industry. By the end, you’ll finally have a clear understanding of what is required and the best resources to
The post The ONLY Data Science Roadmap You Need to Get a Job appeared first on Towards Data Science.
Are you looking to become a data scientist and don’t know where to start? In this article, I want to provide you with a straightforward, no-nonsense learning roadmap that you can follow to break into the industry. By the end, you’ll finally have a clear understanding of what is required and the best resources to
The post The ONLY Data Science Roadmap You Need to Get a Job appeared first on Towards Data Science. Read More
Alibaba’s AI coding tool raises security concerns in the WestAI Newson July 30, 2025 at 10:00 am Alibaba has released a new AI coding model called Qwen3-Coder, built to handle complex software tasks using a large open-source model. The tool is part of Alibaba’s Qwen3 family and is being promoted as the company’s most advanced coding agent to date. The model uses a Mixture of Experts (MoE) approach, activating 35 billion parameters
The post Alibaba’s AI coding tool raises security concerns in the West appeared first on AI News.
Alibaba has released a new AI coding model called Qwen3-Coder, built to handle complex software tasks using a large open-source model. The tool is part of Alibaba’s Qwen3 family and is being promoted as the company’s most advanced coding agent to date. The model uses a Mixture of Experts (MoE) approach, activating 35 billion parameters
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Privacy Artifact ConnecTor (PACT): Embedding Enterprise Artifacts for Compliance AI Agentscs.AI updates on arXiv.orgon July 30, 2025 at 4:00 am arXiv:2507.21142v1 Announce Type: cross
Abstract: Enterprise environments contain a heterogeneous, rapidly growing collection of internal artifacts related to code, data, and many different tools. Critical information for assessing privacy risk and ensuring regulatory compliance is often embedded across these varied resources, each with their own arcane discovery and extraction techniques. Therefore, large-scale privacy compliance in adherence to governmental regulations requires systems to discern the interconnected nature of diverse artifacts in a common, shared universe.
We present Privacy Artifact ConnecT or (PACT), an embeddings-driven graph that links millions of artifacts spanning multiple artifact types generated by a variety of teams and projects. Powered by the state-of-the-art DRAGON embedding model, PACT uses a contrastive learning objective with light fine-tuning to link artifacts via their textual components such as raw metadata, ownership specifics, and compliance context. Experimental results show that PACT’s fine-tuned model improves recall@1 from 18% to 53%, the query match rate from 9.6% to 69.7% when paired with a baseline AI agent, and the hitrate@1 from 25.7% to 44.9% for candidate selection in a standard recommender system.
arXiv:2507.21142v1 Announce Type: cross
Abstract: Enterprise environments contain a heterogeneous, rapidly growing collection of internal artifacts related to code, data, and many different tools. Critical information for assessing privacy risk and ensuring regulatory compliance is often embedded across these varied resources, each with their own arcane discovery and extraction techniques. Therefore, large-scale privacy compliance in adherence to governmental regulations requires systems to discern the interconnected nature of diverse artifacts in a common, shared universe.
We present Privacy Artifact ConnecT or (PACT), an embeddings-driven graph that links millions of artifacts spanning multiple artifact types generated by a variety of teams and projects. Powered by the state-of-the-art DRAGON embedding model, PACT uses a contrastive learning objective with light fine-tuning to link artifacts via their textual components such as raw metadata, ownership specifics, and compliance context. Experimental results show that PACT’s fine-tuned model improves recall@1 from 18% to 53%, the query match rate from 9.6% to 69.7% when paired with a baseline AI agent, and the hitrate@1 from 25.7% to 44.9% for candidate selection in a standard recommender system. Read More
Automated Testing: A Software Engineering Concept Data Scientists Must Know To SucceedTowards Data Scienceon July 30, 2025 at 4:01 pm Why you should read this article Most data scientists whip up a Jupyter Notebook, play around in some cells, and then maintain entire data processing and model training pipelines in the same notebook. The code is tested once when the notebook was first written, and then it is neglected for some undetermined amount of time
The post Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed appeared first on Towards Data Science.
Why you should read this article Most data scientists whip up a Jupyter Notebook, play around in some cells, and then maintain entire data processing and model training pipelines in the same notebook. The code is tested once when the notebook was first written, and then it is neglected for some undetermined amount of time
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Zuckerberg outlines Meta’s AI vision for ‘personal superintelligence’AI Newson July 30, 2025 at 2:05 pm Meta CEO Mark Zuckerberg has laid out his blueprint for the future of AI, and it’s about giving you “personal superintelligence”. In a letter, the Meta chief painted a picture of what’s coming next, and he believes it’s closer than we think. He says his teams are already seeing early signs of progress. “Over the
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Meta CEO Mark Zuckerberg has laid out his blueprint for the future of AI, and it’s about giving you “personal superintelligence”. In a letter, the Meta chief painted a picture of what’s coming next, and he believes it’s closer than we think. He says his teams are already seeing early signs of progress. “Over the
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The AI Hype Index: The White House’s war on “woke AI”MIT Technology Reviewon July 30, 2025 at 3:37 pm Separating AI reality from hyped-up fiction isn’t always easy. That’s why we’ve created the AI Hype Index—a simple, at-a-glance summary of everything you need to know about the state of the industry. The Trump administration recently declared war on so-called “woke AI,” issuing an executive order aimed at preventing companies whose models exhibit a liberal…
Separating AI reality from hyped-up fiction isn’t always easy. That’s why we’ve created the AI Hype Index—a simple, at-a-glance summary of everything you need to know about the state of the industry. The Trump administration recently declared war on so-called “woke AI,” issuing an executive order aimed at preventing companies whose models exhibit a liberal… Read More
The Download: how China’s universities approach AI, and the pitfalls of welfare algorithmsMIT Technology Reviewon July 28, 2025 at 12:10 pm This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Chinese universities want students to use more AI, not less Just two years ago, students in China were told to avoid using AI for their assignments. At the time, to get around a…
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Chinese universities want students to use more AI, not less Just two years ago, students in China were told to avoid using AI for their assignments. At the time, to get around a… Read More
End-to-End AWS RDS Setup with Bastion Host Using TerraformTowards Data Scienceon July 28, 2025 at 3:27 pm Learn how to automate secure AWS infrastructure using Terraform — including VPC, public/private subnets, a MySQL RDS database, and a Bastion host for secure access.
The post End-to-End AWS RDS Setup with Bastion Host Using Terraform appeared first on Towards Data Science.
Learn how to automate secure AWS infrastructure using Terraform — including VPC, public/private subnets, a MySQL RDS database, and a Bastion host for secure access.
The post End-to-End AWS RDS Setup with Bastion Host Using Terraform appeared first on Towards Data Science. Read More