#usa #israel #iran #lebanon : #militaryinvasion / #displacement / #idp / #uno / #unhcr

„Many Lebanese are skeptical about peace coming any time soon and they have been displaced multiple times. They are fed up with rebuilding their lives, only to see everything destroyed again.

They worry that the international community is forgetting about them, and that other countries, including some Arab nations, don't care.“

https://www3.nhk.or.jp/nhkworld/en/news/backstories/4714/

Как гибрид IDP и VLM экономит миллионы на верификации данных

Последние 2 года мы в Content AI активно тестируем Vision Language Models (VLM) для обработки документов. Модели вроде Qwen2.5-VL или Gemini 2.5 отлично работают с простыми формами — чеками, типовыми договорами. Но на документах со сложными фонами, многоуровневыми таблицами или нестандартной версткой VLM часто галлюцинирует, теряет строки и путается в реквизитах. В одной из предыдущих статей мы пришли к выводу, что будущее за комбинированным подходом , когда VLM усиливает IDP-решения. В этот раз мы проверили гипотезу: пусть VLM не распознает документ с нуля, а проверяет черновик из IDP-системы и исправляет ошибки, опираясь на исходное изображение. Базовым OCR движком выступила наша платформа ContentCapture. Практическая цель эксперимента — автоматизировать верификацию документов. Сейчас в крупных компаниях сотни операторов вручную сверяют распознанные данные с оригиналами.

https://habr.com/ru/companies/contentai/articles/1021880/

#idp #llmмодели #vlm #ocr #ocrтехнологии

#israel #palestine : #war / #genocide / #truce / #lowintensitywarfare / #idp / #militia

„An Israeli airstrike killed at least 10 people and wounded several others outside a school housing displaced Palestinians on April 6, health officials said (…).

Before the strikes, some Palestinians had clashed with members of an Israeli-backed militia, who they said attacked the school in an attempt to abduct some people, medics and residents said.“

https://www.straitstimes.com/world/middle-east/israeli-airstrike-kills-at-least-10-near-gaza-school-as-ceasefire-strains

Complete Identity and Access Management Deployment on #Ubuntu #VPS

This article discusses how to achieve a complete identity and access management deployment on Ubuntu VPS.

Here’s a complete, start-to-finish procedural guide that integrates everything we’ve built — from deploying #ApacheDS through LDAPS, SSSD logins, self-service portal, automation, ...
Continued 👉 https://blog.radwebhosting.com/complete-identity-and-access-management-deployment-on-ubuntu-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.raddemo.host #promtail #grafana #loki #selfhosting #idp #selfhosted #opensource #ldap #identitymanagement

#lebanon #israel : #militaryinvasion / #war / #hezbollah / #occupationzone / #civilianwarvictims / #idp

„Lebanese Prime Minister N. Salam said on April 2 there was no end in sight to a war that had already displaced a million people over the last month, as families fleeing Israeli strikes said they were exhausted by repeated rounds of conflict. (…)

“Lebanon has become a victim of a war - one whose outcomes & end date no one can predict,” Mr Salam told reporters (…).“

https://www.straitstimes.com/world/middle-east/a-month-into-war-lebanons-prime-minister-says-no-end-in-sight

Complete Identity and Access Management Deployment on #Ubuntu #VPS

This article discusses how to achieve a complete identity and access management deployment on Ubuntu VPS.

Here’s a complete, start-to-finish procedural guide that integrates everything we’ve built — from deploying #ApacheDS through LDAPS, SSSD logins, self-service portal, automation, ...
Continued 👉 https://blog.radwebhosting.com/complete-identity-and-access-management-deployment-on-ubuntu-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.raddemo.host #loki #identitymanagement #selfhosting #grafana #selfhosted #idp #promtail #opensource #ldap

Complete Identity and Access Management Deployment on #Ubuntu #VPS

This article discusses how to achieve a complete identity and access management deployment on Ubuntu VPS.

Here’s a complete, start-to-finish procedural guide that integrates everything we’ve built — from deploying #ApacheDS through LDAPS, SSSD logins, self-service portal, automation, ...
Continued 👉 https://blog.radwebhosting.com/complete-identity-and-access-management-deployment-on-ubuntu-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.social #promtail #identitymanagement #loki #idp #grafana #ldap #selfhosting #opensource #selfhosted

#israel #lebanon : #militaryinvasion / #idp / #humanitarianaid / #uno / #unifil

„The killing of three UN #peacekeepers in south Lebanon in the past two days has highlighted the grave dangers for the 10,000 military personnel who make up the bulk of UNIFIL, the UN Interim Force in Lebanon – and for the communities caught up in intense clashes between the Israeli military and #Hezbollah fighters.“

https://news.un.org/en/story/2026/03/1167227

A family shelters in a tent at a temporary encampment for displaced people.

Photograph: Raghed Waked/Reuters

#photography
#Lebanon
#Beirut
#IDP
#displaced
#shelter
#children