{"version":"https://jsonfeed.org/version/1","title":"Maelstrom Innovations","home_page_url":"https://maelstrominnovations.net","description":"Maelstrom Innovations","author":{"name":"Maelstrom Innovations"},"items":[{"id":"https://maelstrominnovations.net/f/europe-is-looking-for-digital-safety-that-actually-works","html_content":"<img src=\"https://img1.wsimg.com/isteam/stock/lVrjZbj\"/><p>This is personal for me, as I have four children, and all four grew up in the digital world, where phones, messaging, social platforms, online games, private groups, and constant connectivity were simply part of their en...</p>","url":"https://maelstrominnovations.net/f/europe-is-looking-for-digital-safety-that-actually-works","title":"Europe Is Looking for Digital Safety That Actually Works","summary":"This is personal for me, as I have four children, and all four grew up in the digital world, where phones, messaging, social platforms, online games, private groups, and constant connectivity were simply part of their en...","date_modified":"2026-08-17T18:14:46Z"},{"id":"https://maelstrominnovations.net/f/failure-begins-while-the-system-still-thinks-it-works","html_content":"<img src=\"https://img1.wsimg.com/isteam/stock/D1l70xm\"/><p>Most systems are judged at the point where something obviously goes wrong, which makes sense because that's the easiest part to see; a robot can't recover from an obstacle, a network gets breached, a child-safety system ...</p>","url":"https://maelstrominnovations.net/f/failure-begins-while-the-system-still-thinks-it-works","title":"Failure Begins While the System Still Thinks It Works","summary":"Most systems are judged at the point where something obviously goes wrong, which makes sense because that's the easiest part to see; a robot can't recover from an obstacle, a network gets breached, a child-safety system ...","date_modified":"2026-08-13T02:45:46Z"},{"id":"https://maelstrominnovations.net/f/from-detection-to-reconstruction","html_content":"<img src=\"https://img1.wsimg.com/isteam/stock/11572\"/><p>A few months ago, I wrote that courts do not need tools that make decisions for them. They need better evidence. I still think that is the right frame, but the idea is broader than family court. Platforms, investigators,...</p>","url":"https://maelstrominnovations.net/f/from-detection-to-reconstruction","title":"From Detection to Reconstruction","summary":"A few months ago, I wrote that courts do not need tools that make decisions for them. They need better evidence. I still think that is the right frame, but the idea is broader than family court. Platforms, investigators,...","date_modified":"2026-06-14T14:33:23Z"},{"id":"https://maelstrominnovations.net/f/the-math","html_content":"<img src=\"https://img1.wsimg.com/isteam/stock/V5Jyz5n\"/><p>From Theory to Proof: Formal Verification Milestones for DECD</p>","url":"https://maelstrominnovations.net/f/the-math","title":"The Math","summary":"From Theory to Proof: Formal Verification Milestones for DECD","date_modified":"2026-03-08T15:51:11Z"},{"id":"https://maelstrominnovations.net/f/structural-risk-analysis-for-child-safety-in-messaging","html_content":"<img src=\"https://img1.wsimg.com/isteam/ip/5b0b8f40-6fbc-4fdd-b740-186a57c21997/grok-image-cefb76a1-1d32-4f2a-bd25-6105f044049.png\"/><p>Online child safety has improved considerably in detecting dangerous content, limiting unwanted contact, identifying suspicious accounts, applying age-based protections, and giving parents more control over what children...</p>","url":"https://maelstrominnovations.net/f/structural-risk-analysis-for-child-safety-in-messaging","title":"Structual Risk Analysis for Child Safety in Messaging","summary":"Online child safety has improved considerably in detecting dangerous content, limiting unwanted contact, identifying suspicious accounts, applying age-based protections, and giving parents more control over what children...","date_modified":"2026-03-01T23:48:25Z"},{"id":"https://maelstrominnovations.net/f/the-invisible-failure-mode-in-robot-safety","html_content":"<img src=\"https://img1.wsimg.com/isteam/ip/5b0b8f40-6fbc-4fdd-b740-186a57c21997/Robot.png\"/><p>Most robot safety frameworks begin with a straightforward question: Did the system violate a rule? Hardware interlocks prevent immediate physical harm, formal verification establishes whether code behaves as specified, a...</p>","url":"https://maelstrominnovations.net/f/the-invisible-failure-mode-in-robot-safety","title":"The Invisible Failure Mode in Robot Safety","summary":"Most robot safety frameworks begin with a straightforward question: Did the system violate a rule? Hardware interlocks prevent immediate physical harm, formal verification establishes whether code behaves as specified, a...","date_modified":"2026-02-09T17:46:28Z"},{"id":"https://maelstrominnovations.net/f/looking-ahead-our-focus-for-2026","html_content":"<img src=\"https://img1.wsimg.com/isteam/stock/8205\"/><p>Building the Foundation First</p>","url":"https://maelstrominnovations.net/f/looking-ahead-our-focus-for-2026","title":"Looking Ahead: Our Focus for 2026","summary":"Building the Foundation First","date_modified":"2026-01-25T18:40:32Z"}]}