Thanks for asking. The privacy filter was actually one of the first things we’ve launched with: Omnifact's privacy filter leverages a custom-trained Named Entity Recognition (NER) model for advanced data masking and context-aware content filtering. This ensures sensitive information is replaced with placeholders while preserving the AI's contextual accuracy. The platform supports on-premise deployment and self-hosted LLMs, offering full data control and compliance with regulatory standards.
It's actually a DNN layer output. I haven't considered dimensionality reduction, yet. Thanks for pointing my there, I'll look into it. Probably thats the better way to go.
or you just don’t have to invent the oven, the overall ingredients and how to make a dough, but still need to learn how to get from the basic ideas to something tasty which you want to show to the world...
It works surprisingly well on my old iPad Pro! Thank you for building this. Sure, many tools that require additional privileges (and some syscalls?) do not work, but i’d love to see more progress here. Having a local linux shell on my iPad would be a game changer for me.
This reminds me of this [1] talk at 28c3 (Ang Cui on how to exploit HP printers by sending a modified PDF to them). Which lead to one of the most hilarious IT-Sec headlines [2]
Just commenting in the hope that the Purism team also reads HN: I can totally second this, with an 2kish resolution and nice i7 w/4-6 cores + HT I’ll immediately replace my aged MBP with a Purism Librem 15. On a second note: Your offer of a privacy first notebook is worth to me as much of a premium as apple‘s OS and design are.
I have great experience with agreeing on the features to be delivered in a two-week sprint. You provide and estimate in hours and have a hourly rate for your work. This allows you a) to outperform your estimate and gives b) your customer some planning security. If you screw up, a the content of a two week sprint won't brake your neck. If you outperform you have more time for your project.
Additionally you get rid of the discussion if dev a is worth 1.2456 more than dev b.
Thanks for posting this. I'm currently running a similar setup and to me it's a horrible technical debt. Any ideas how to migrate multiple mailboxes for multiple domains to a managed solution?
Quite a few frameworks use redis et. al to manage websocket sessions. I can recommend Django Channels [1] with redis for chat and real time object binding.
Does anyone know how software quality is handled in complex supply chains, e.g. automotive? From my point of view software is a 2nd grade citizen in areas dominated by manufacturing and classical engineering.
I guess testing an over-the-update for a car that was build by ann OEM and thousands of suppliers must be quite a task.
John C. Bogle, the founder of Vanguard (mentioned in the article) wrote a book called "The battle for the soul of capitalism" [1] where he describes his motivation to found Vanguard. In summary he sees that funds managers add little value but extract too much money from risk takers (=investors) and thereby turn capitalism up side down. Sounds like his thesis is winning.