One of our great triumphs and economic advantages is fading away
MCP standardizes how AI applications expose and call tools, but it does not solve tool relevance. As connected servers grow, tool definitions become a context tax that can hurt cost, latency, and accuracy.
Since Colossus 1 launched in August 2024, the record for the largest AI data center has doubled every seven months. Epoch AI's breakdown of single-site compute capacity trends through 2028.
We didn't evolve to live our lives as terminals of a digital hive-mind.
Published Jun 11, 2026 Launching supso: the CLI for paid licensing with Supported Source A command-line tool for paid licensing, so project owners get paid Today we're introducing supso, the official command-line tool for Supported Source. Supported Source helps maintainers get paid, by selling paid licenses to their projects. But how will companies certify they bought a license? The answer is supso: companies can use supso to sync their license certificates from our website to their local file system. You can find it on GitHub at github.com/SupsoOrg/supso. What supso does Supported Source projects are commercial open source: hobbyists and evaluators can use them for free, but companies pay for a license. A license is just a certificate that cryptographically proves your organization is allowed to use a given project. supso is the tool that manages those certificates on disk and verifies them, so your projects work and your builds stay green. The mental model is simple: certs is what you have installed, projects is what you're licensed for, and verify is the scriptable yes/no gate you can drop into CI or a build script. Getting started supso ships as a single static binary, so installing it is a one-liner whichever way you prefer: brew install SupsoOrg/tap/supso # Homebrew cargo install supso # or from crates.io Once it's installed, sign in and pull your certificates down: supso login # sign in via the browser supso sync # pull your licensed certificates into ~/.supso supso certs # see what's installed After that, your licensed projects just work. You can also use supso verify to double check that the certs you've synced are verifying. Built for deploys Verification happens offline at runtime. When you ship a service that embeds a Supported Source project, the supso-project library checks the license certificate locally. There's no network call or login flow in production. You provision the certificate the same way you'd provision any other deploy secret, either by mounting it into a directory and pointing SUPSO_LICENSE_PATH at it, or by baking it into your build artifact: supso sync --dir ./.supso/license_certificates # at runtime: SUPSO_LICENSE_PATH=/app/.supso/license_certificates Because a certificate identifies your organization, you can treat it like your existing secrets. Just keep it out of public source control, and don't run the interactive login flow inside a deployed service. Why this matters The point of supso isn't really the certificates. It's what they make possible. Open source built the modern world, and it did so with almost no financial support. The people who maintain the libraries everyone depends on are, with very few exceptions, not paid for it. They do it on nights and weekends until they burn out and walk away, at which point the multi-billion-dollar companies depending on their work scramble to find someone else to do it for free. It's the tragedy of the commons, and it's a structural problem, not a personal one. Supported Source exists to fix that. Companies are happy to pay for software that's reliable, supported, and secure. They do it all the time. What's been missing is a good way to do that with their dependencies. Supported Source is the missing piece: it's how a company licenses a project, and it's how the revenue from that license flows back to the maintainer who built it. If you maintain a project that companies depend on, that means you can get paid for it. The license fees companies pay to use your project go to you, so the work everyone relies on is funded. This helps a project stay healthy because there's an actual business model behind it. If you maintain a project companies depend on, get in touch to see how we can help you get paid for it. Open source built the world. Supported Source helps the people who build it.
Brazilian gardener was spotted by jet-skiers on Saturday
Corporations harvest and monetize ever-growing amounts of our personal data, such as our browsing history and physical location. One bitter fruit of this poisonous tree is known as “surveillance pricing”: corporations offer the same product to two different people at two different prices, based on...
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How I lost patience with ‘AI’ agents
The Data Detective at the Carnival, by Chandra Donelson Through an engaging storyline and relatable characters, this book is perfect for parents to read with their children and introduce them to fundamental data literacy skills. Our goal is to get 5,000 copies in the hands of children. Here are how many that are remaining: If you are a teacher or educator who would like The Data Detective for your students but lack the budget, fill out this form and we will do our best to match you with a sponsor who will cover the cost of the books for your classroom. We know this book is so valuable for kids! Please complete the form below and let us know your budget or how many books you’d like to sponsor. Then we will match you with a classroom or educator in need and ensure that the books get to little ones all across the world! Meet William, a curious little boy who dreams of becoming a data detective like his mom, who is part of an elite force of data nerds. But there’s a twist! Before William can join the ranks, he must prove himself by completing a series of missions. His journey begins at the lively carnival, where he must solve several problems. Can William use his skills to earn his first badge? Through an engaging storyline and relatable characters, this book is perfect for parents to read with their children and introduce them to fundamental data literacy skills. Join William on this captivating adventure as he discovers the true data detective within! Chandra Donelson is an entrepreneur, innovator, and speaker. Beyond her entrepreneurial and philanthropic pursuits, Chandra is a career civil servant known for breaking barriers and challenging the status quo. She is deeply committed to inspiring and empowering the next generation of thought leaders, particularly those from minority backgrounds. Following her recognition with the “Women of Color STEM Conference Rising Star” award, her work has focused on uplifting disadvantaged communities, creating pathways for success, and driving social impact.
Thoughts on Fable from a friend. Builders beware.
An obsidian plugin for uploading local images embedded in markdown to remote store and export markdown for publishing to static site. - addozhang/obsidian-image-upload-toolkit