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What’s new for readersWe’ve rebuilt towardsdatascience.com from the ground up, but most of the changes affect the site’s infrastructure. The main positive effect for you is that the new site is faster. We’ve also moved to our own platform and have full control over every detail you see — unlike
For the past few months, I’ve been building a small data pipeline entirely on my Windows machine. RSS ingestion running in WSL2, Postgres in Docker, Kestra orchestrating the whole thing, dbt transforming the data on top. Every piece worked. I had a working lineage graph, passing tests, a scheduled flow
When developers run into graph problems, such as working with hierarchies, finding routes between cities, or mapping social network connections, the first reaction is often to grab a specialised tool. We tend to think we need a graph database like Neo4j or a Python library like NetworkX to handle these
AI safety has a friendly-fire problem. The technology that proves where AI text came from is weakening the technology that checks whether it is true. Watermarking, or embedding a hidden signature in generated text so that its origin can be proven later, is used to increase transparency on AI applications
WASHINGTON—The U.S. Department of Energy (DOE) and the U.S. Small Business Administration (SBA) today signed a Memorandum of Agreement establishing the Small Business Investment Company-Energy (SBIC-E) Initiative, a new strategic partnership advancing President Trump’s commitment to supporting America’s small businesses, strengthening domestic manufacturing and supply chains, and ensuring the United
WASHINGTON—The U.S. Department of Energy (DOE) today announced a $500 million award to support a $1 billion investment at Cleveland-Cliffs’ Middletown Works facility in Middletown, Ohio. Vice President JD Vance and U.S. Energy Secretary Chris Wright visited Middletown Works today to highlight the Trump Administration’s commitment to American steelworkers and
WASHINGTON—U.S. Secretary of Energy Chris Wright today issued an emergency order to address critical grid reliability issues facing the Mid-Atlantic region of the United States. The emergency order directs PJM Interconnection L.L.C. (PJM), in coordination with Constellation Energy Corporation, to ensure Units 3 and 4 of the Eddystone Generating Station in Pennsylvania
WASHINGTON—The U.S. Department of Energy’s (DOE) Office of Critical Minerals and Energy Innovation (CMEI) today announced $500 million for seven selected projects to expand critical mineral and material processing, battery manufacturing, and recycling capacity in the United States. In accordance with President Trump’s Executive Order, Unleashing American Energy, the selected
“These caches have enormously low latency, and that is one of the key reasons and key engineering choices to support the performance and scalability of enterprise workloads, very data-intensive workloads like databases and transactions,” Jacobi said. “In addition, we have an on-chip data processing unit for IO acceleration and dedicated
PJM Interconnection has now filed one of the most consequential proposed changes yet in the relationship between data centers and the electric grid. Rather than simply treating a new hyperscale or AI facility like any other customer whose demand will be backed through regional capacity procurement, PJM is proposing a
The data center industry’s increasingly power-first approach to site selection has created a follow-on question: Once the megawatts are found, is there enough network infrastructure to make the site useful at AI scale? Zayo and NVIDIA are putting real infrastructure behind that question. Zayo said it is working with NVIDIA
The headline number from Southern Company’s latest earnings report is hard to miss: electricity use by data centers across the utility’s system increased 55% in the second quarter compared with a year earlier. But the more consequential numbers may be the ones sitting behind it. Southern now has more than
And Microsoft isn’t the only one that is ramping up its investments into AI-enabled data centers. Rival cloud service providers are all investing in either upgrading or opening new data centers to capture a larger chunk of business from developers and users of large language models (LLMs). In a report
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Self-driving tractors might be the path to self-driving cars. John Deere has revealed a new line of autonomous machines and tech across agriculture, construction and commercial landscaping. The Moline, Illinois-based John Deere
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More 2025 is poised to be a pivotal year for enterprise AI. The past year has seen rapid innovation, and this year will see the same. This has made it more critical
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OpenAI has taken a more aggressive approach to red teaming than its AI competitors, demonstrating its security teams’ advanced capabilities in two areas: multi-step reinforcement and external red teaming. OpenAI recently
What’s new for readersWe’ve rebuilt towardsdatascience.com from the ground up, but most of the changes affect the site’s infrastructure. The main positive effect for you
Most AI systems in production are optimized to provide an answer.A classifier identifies a high-risk customer. A forecasting model predicts demand. An analytics agent might
A car-insurance contract prints its guarantees as a 40-row table: one row per covered event, with columns for the event, its cap, its deductible, and
This post was co-authored with Max Silfverberg (Data Scientist, AI Solutions Lead), Antti Hallavo (Lead AI Software Engineer), and Pontus Huotari (Lead Data Scientist). We
