LLMs corrupt your documents when you delegate "Our large-scale experiment with 19 LLMs reveals that current models degrade documents during delegation: even frontier models [...] corrupt an average of 25% of document content by the end of long workflows, with other models failing more severely." [Authors are Microsoft researchers] in Public bookmarkswith computers-and-it
Machine Identification Code A Machine Identification Code (MIC) [...] is a digital watermark which certain [...] printers and copiers leave on every printed page, allowing identification of the device which was used to print a document and giving clues to the originator." in Public bookmarkswith computers-and-it
Marginalia Search An "independent open source Internet search engine". Prioritizes non-commercial content ; complies with GDPR by not collecting any personal information, and with EU Cookie Directive by not using cookies for any purpose other than to provide service functionality. No AI, no data shared with 3rd parties. Access logs containing IP-addresses are retained for up to 24 hours. in Public bookmarkswith computers-and-it