From Video to Summary: An Open Source AI Workflow (glt26)

From Video to Summary: An Open Source AI Workflow (glt26)

Author: CCC media team April 11, 2026 Duration: 48:16
None Video content is everywhere, but extracting key information from hours of recordings is time-consuming. Cloud-based transcription and summarization services exist, but they come with privacy concerns, recurring costs, and dependency on external providers. What if you could run the entire pipeline on your own infrastructure? This talk demonstrates a complete, self-hosted workflow for transforming video content into text summaries using only open-source tools. Starting with video files, we extract audio, transcribe it using OpenAI's Whisper, and generate concise summaries with open large language models—all running on-premises without sending your data to third-party services. This is about digital sovereignty and practical AI deployment. Whether you're concerned about data privacy, want to avoid cloud costs, or simply prefer to control your own infrastructure, this talk shows you how to build a production-ready video summarization system. Licensed to the public under https://creativecommons.org/licenses/by/4.0/ about this event: https://pretalx.linuxtage.at/glt26/talk/S797SZ/

Tune into the Chaos Computer Club-recent events feed for a direct line to the forefront of digital culture and critical technology discourse. Curated by the CCC media team, this podcast channels the raw, insightful atmosphere of Europe's most influential hacker association, bringing you recordings from their major gatherings and community events. Each episode is a deep dive into talks and presentations from the last two years, covering topics from cryptography and privacy rights to hardware hacking, societal impacts of surveillance, and open-source philosophy. You'll hear from researchers, activists, and engineers who are actively shaping our digital future, offering perspectives rarely found in mainstream tech conversations. This isn't a produced show with hosts; it's an archival audio stream of genuine conference sessions, complete with audience questions and the spontaneous energy of the live event. For anyone interested in the technical details and ethical debates at the heart of modern technology, this feed serves as an essential, unfiltered resource. Subscribe to this podcast to keep your finger on the pulse of the Chaos Computer Club's ongoing dialogue, where complex ideas are broken down and the tools for a more empowered digital life are openly discussed.
Author: Episodes: 100

Chaos Computer Club - recent events feed
Podcast Episodes
Implementing OCPP 1.6 CentralSystem for Fun and Profit (glt26) [not-audio_url] [/not-audio_url]

Duration: 23:57
None Starting with 2026 I gained access to an OCPP 1.6 conform EV WallBox. Thus I decided to implement a OCPP 1.6 based CentralSystem in Rust. As of today the system is able to handle all messages initiated by the Chargi…
Gaming mit Linux statt Windows - Wie gut geht das? (glt26) [not-audio_url] [/not-audio_url]

Duration: 30:23
None Mit dem Auslaufen des Windows 10 Supports und der drastisch gestiegenen Unattraktivität von Windows 11 gewinnt Linux zunehmend an Bedeutung als Gaming-Plattform. Gaming-optimierte Distributionen wie Bazzite oder Cac…
Die Stärken des Device Mappers - von dm-cache bis dm-zoned (glt26) [not-audio_url] [/not-audio_url]

Duration: 26:52
None Der Device Mapper ist seit der Kernel-Version 2.6 – und somit seit mehr als 20 Jahren – Bestandteil des Linux-Kernels. Er ermöglicht die Bereitstellung virtueller Blockgeräte, indem er deren Adressraum auf andere Bl…
Proxmox Datacenter Manager (glt26) [not-audio_url] [/not-audio_url]

Duration: 43:01
None In einer zunehmend verteilten IT-Landschaft kann das Management mehrerer einzelner Proxmox-Nodes und Cluster schnell zu einer Herausforderung werden. Der Proxmox Datacenter Manager bringt Ordnung in diese Vielfalt:…
CANCOM - SMART Workplace (glt26) [not-audio_url] [/not-audio_url]

Duration: 40:15
None - Überblick über den **CANCOM SMART Workplace** - Warum **Modern Workplace**? - Bedeutung von **digitaler Souveränität** - Technische Einblicke in das Setup von **CANCOM SMART Workplace** Licensed to the public unde…