«ШІ в армії — це поки що підліток, якому не можна довіряти повністю»: інтерв'ю з Артемом Шафранським

"The Perception Limit" is a project about people for whom war has become not just a job, but a daily test of resilience and humanity. In this issue, we talk with Artem Shafransky, head of the innovation department of the Joint Forces Group. We talk about the real technological front in the Kharkiv direction: how the Ukrainian army moved from "wedding" drones to developing its own unique software, automated turrets and implementing machine vision. Artem honestly shares his experience, why the enemy's centralized system loses to our flexibility, how target detection through electronic warfare saves the lives of soldiers and why developers of military technologies should think about victory, not about earning money for the state. In the issue: Why can't AI on the battlefield completely replace humans yet? How do "smart" turrets help cover the shortage of personnel in difficult areas? What is the main mental difference between Ukrainian and Russian drone developers? Why do logistical ground robots (LGR) on the front still need manual refinement? Subscribe to the channel, like and write in the comments what questions you would like to hear for our heroes in the next episodes. UNITY WINS! 🇺🇦 00:00 – Intro to the project “The Perception Limit” 00:29 – Meet the guest: Artem Shafransky, Head of the Innovation Department of the UOS 00:59 – The situation in the Kharkiv direction and the work of enemy UAVs 01:21 – How and why the UOS Innovation Department was created 01:34 – Development of automated turrets to cover sections of the front 02:11 – Machine vision and enemy detection in conditions of electronic warfare and bad weather 03:00 – Windows-based program for detecting moving objects and columns 03:57 – Detection of enemy wings, tanks and manpower 04:24 – Anti-personnel automated turret: operating principle and fire damage 05:25 – Where is the perception limit in military technologies 06:19 – What Ukrainian technological solutions differ from Russian ones 06:50 – Russian state order against flexibility and diversity of Ukrainian manufacturers 07:13 – Enemy tactics: scaling and war with the number of FPV drones 08:08 – Why FPV drones and NRCs do not arrive at the front 100% ready 08:33 – Innovation department tasks: analysis of front problems and search for solutions 09:53 – Unscrupulous developers: why you can’t make money on soldiers’ lives 11:33 – Logistic ground robotic complexes (NRCs) at the front 12:18 – Artificial intelligence in war: why it is still a “teenager” 13:35 – Which technologies are developing the fastest: sky, land or water 14:49 – Application of surface drones and their advantages over aviation 15:52 – Closing remarks and results of the conversation #UOS #BorderPerception #UnitedForcesGroup #ArtemShafransky #MilitaryTechnologies #InnovationsoftheArmedForcesofUkraine #ArtificialIntelligence #Drones #WarInUkraine #ArmedForcesofUkraine #KharkivDirection #MachineVision