• Earlybird hosted Gradient Descending sessions in October across Turin, Berlin, Zurich and London, focusing on AI commercialization and production challenges.
• Turin discussions emphasized task-specific agent permissions to limit security risks; Berlin speakers stressed maintaining automated sales processes to preserve customer-facing time.
• In Zurich, Sevensense Robotics co-founder Marcin Dymczyk highlighted paid pilots, field-data infrastructure and clear integration specifications as foundations for reliable deployments.
• London speaker Povilas Nagrockas, Condense’s CTO and co-founder, urged evaluating inference economics by total task cost rather than token prices.

Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. Earlybird VC Management GmbH & Co KG published the original content used to generate this news brief on October 30, 2026, and is solely responsible for the information contained therein.