AI Security: Best Practices for Building Trustworthy AI Systems
AI security requires securing the entire pipeline, from the moment the development environment ingests a package to the time the models serve predictions in production. Every stage of that pipeline introduces risk, and most organizations are managing those risks with tools designed for a different era, before AI technologies reshaped the attack surface entirely. Recent […]
Anaconda Acquires Outerbounds to Unify AI-Native Development
Today, Anaconda is announcing the acquisition of Outerbounds, the company behind Metaflow. This isn’t a typical acquisition. This is closing the gap that enterprises have been working around for the last three years. And that gap is between building AI and trusting AI in production. Here’s why. AI is not an incremental shift. It is […]
Introducing Anaconda Desktop
Today, we’re releasing Anaconda Desktop in public beta, a single application for AI development that brings model discovery, local inference, and conda environment management together for the first time. Anaconda Desktop is free to download. You can find a model and build with it locally, all from one place. It also runs on the same […]
What Open Source Projects Can Learn From the First b.o.s.s. town hall
A New Kind of Town Hall Open source software is everywhere. It powers scientific discovery, financial systems, climate models, and the AI tools reshaping every industry. But ask most people who built those tools whether they can tell you how many people depend on their work, and you’ll often get a shrug. That’s what the […]
What’s New in Anaconda Main for AI Development
If you’ve been supplementing main with conda-forge or PyPI to get your AI stack working, this post is for you. Over the past two quarters, Anaconda has significantly expanded main channel coverage for AI development—faster PyTorch releases, broader GPU support, and new packages that complete the AI workflow stack. Here’s what’s new and why it […]
The Python Packages You Didn’t Install Are Now Your Biggest Security Risk
It’s been a brutal two weeks for the open source supply chain. On March 19, the Trivy vulnerability scanner, the tool many teams rely on to detect supply chain attacks, was itself compromised (oh, the irony). Five days later, a cascading effect from the Trivy breach led directly to the compromise of LiteLLM, one of […]
Dependency Hell in AI: Why ML Package Conflicts Are a Governance Problem
The Problem That Looks Like a Tuesday It usually starts with a help desk ticket or a Slack message that says something like: “The model we deployed last month is throwing errors in production.” An engineer digs in. The culprit is not the model itself. It is a transitive dependency—a package that another package requires—that […]
Anaconda Joins the OpenMP Architecture Review Board
We are excited to announce that Anaconda has joined the OpenMP Architecture Review Board (ARB). As more and more researchers and developers adopt Python for their work, parallel computing standards like OpenMP must evolve to include Python as a first-class language. OpenMP enables multi-threaded applications to efficiently use all CPU cores, making it essential for […]
Updated CPU Requirements for Linux and Recommendations for Windows
Anaconda is updating the minimum CPU requirements for Linux x86-64 packages to improve performance. We also recommend that Windows x86-64 users verify their systems support x86-64-v2 for reliable package compatibility. What’s Changing Starting May 1, 2026, Anaconda will begin transitioning the linux-64 platform to require processors that support the x86-64-v2 microarchitecture level as the baseline. […]
Python Basics: What Is an Interpreter?
Introduction As I write and present about Python and its future, I regularly draw a distinction between Python the language and the Python interpreter. I believe that distinction is really important, but I’ve generally glossed over it because it’s never been the main topic. I’ve now officially gotten enough questions asking “What is the Python […]