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SUMMARY:AI Regulatory Sandboxes and Cyber Commons - 
DTSTART;TZID=Europe/Luxembourg:20261007T112000
DTEND;TZID=Europe/Luxembourg:20261007T115000
DTSTAMP:20260916T164551Z
UID:pretalx-open-source-conference-luxembourg-2026-WAGWPK@pretalx.com
DESCRIPTION:**Panel discussion: The role of open source and cyber commons 
 for preparing for regulatory compliance.**\n\nThe EU AI Act introduces reg
 ulatory sandboxes (Articles 57–59) to help organisations develop\, test 
 and validate innovative AI under supervision before market entry. This pan
 el asks how open source and the emerging cyber commons can make this bridg
 e between innovation and compliance more accessible\, especially for SMEs
 \, startups\, researchers and public bodies.\n\nBringing together regulato
 rs\, standardisation and cybersecurity actors\, and open-source practition
 ers\, the discussion will explore how shared assets such as datasets\, tes
 ting tools\, reference implementations and conformity-assessment know-how 
 can reduce compliance barriers\, and how sandboxes and open commons can re
 inforce each other: sandboxes provide supervised spaces to experiment\, wh
 ile the commons provides reusable building blocks.\n\nKey questions includ
 e: What can a cyber commons realistically offer organisations preparing fo
 r AI Act compliance? Where does open source strengthen trust\, reproducibi
 lity and auditability and where are its limits? How can sandboxes\, standa
 rds and open commons ensure that lessons learned become shared resources? 
 And how should Europe’s strategic autonomy agenda shape what is built co
 llectively versus procured?\n\n**Expected outcome:** Attendees will leave 
 with a concrete picture of how open-source tooling and a cyber commons can
  shorten the path to regulatory readiness\, practical entry points for par
 ticipating in or contributing to these resources\, and an understanding of
  how sandboxes and the commons fit within the broader EU standardisation a
 nd compliance landscape.
LOCATION:Auditorium
URL:https://pretalx.com/open-source-conference-luxembourg-2026/talk/WAGWPK
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