K-means assumes clusters are round, so it cuts the two moons dataset straight down the middle. Spectral clustering reads the data as a graph instead: build the Laplacian, take its smallest eigenvectors, cluster in that space. With NumPy code and notes on tuning gamma.
WordPress 7.0 Beta 3 keeps the AI client in core small and pushes the providers out to plugins: Anthropic, Google and OpenAI are on the repository already, with Ollama being prepped. Plus where the MCP adapter is going and what AI Experiments 0.5.0 drops.
Chromium ships corner-shape, so beveled and scooped corners no longer need clip-path or SVG masks. What each value does, how it pairs with border-radius, and how to ship it behind @supports while Firefox and Safari get plain rounded corners.
WooCommerce 10.6 is mostly maintenance: SQL fixes in the admin, lazy loading on by default for the Product Image block, and two changes that can break custom breadcrumbs and headless Store API calls.
A live panel on March 31, 2026 with Amber Hinds, Mary Hubbard and Raquel Manriquez, on finding collaborators instead of solving everything alone. Plus a small transient wrapper so an upcoming events widget stops hitting an API on every page load.
Beta 3, a silent Beta 4 next to 6.9.3, and Beta 5 due March 12. What real-time collaboration, the new Breadcrumb block filters and theme.json pseudo-elements mean for your custom code before the RCs land.
The release party is a Slack marathon that produces a hundred reports saying everything looks good and almost no usable coverage data. A proposal: structured JSON reports, identical Playground environments, and pairing contributors at WordCamp Asia.
Weighted BCE starves when fraud is 0.2% of your data. I walk through adding a differentiable rule loss in PyTorch, what it does to ROC-AUC, and why both models need thresholds tuned the same way.
WordPress 6.9.3 is a fast-follow fix for a 6.9.2 regression that blanked out sites whose themes returned stringable objects to template_include. Here is what broke, and what you need to update.
Monikka Spruyt left corporate training to start Connect Holistic Health, and handed the site build to WordPress design experts instead of learning the stack herself. Why that trade usually pays off.