UNFIXABLE - The AI Problem

Take your personal data back with Incogni! Use code ECHELON at the link below and get 60% off an annual plan: https://incogni.com/echelon With new research underlining just how intrinsic the problem of "Hallucination" really is, the entire concept of commercial/consumer AI chatbots is called into question. From inception, to training, and final execution, these Language Models are designed to give false answers, (in favor of no answer) because abstention is penalized. What percentage of their answers are false is hotly debated, but if the wider public truly understood how unreliable and faulty they really are, the number of users would crater. Being told "I don't know" by the very program to which you are outsourcing your own humanity, is a very unnerving thing. THE RESEARCH: 1: https://arxiv.org/abs/2512.01797 2: https://arxiv.org/abs/2509.04664 HONEYGAIN LINK: https://r.honeygain.me/UPPER98872 VPN DEAL: https://get.surfshark.net/aff_c?offer_id=1448&aff_id=19647 PATREON: https://www.patreon.com/UEG LOCALS: https://upperechelon.locals.com/support Become a channel member: https://www.youtube.com/channel/UChI0q9a-ZcbZh7dAu_-J-hg/join COMPLETE CYBER SECURITY PRODUCT LIST: https://linktr.ee/upperechelonsecurity ODYSEE INVITE: https://odysee.com/$/invite/@UpperEchelonGamers:3 ⦁ UPPER ECHELON WEBSITE: https://upperechelon.gg ⦁ DISCORD SERVER: https://discord.gg/Uzfkf8m3nD ⦁ Giraffe Video: https://www.youtube.com/watch?v=R0uNbM0dADc ⦁ Outtro Song: https://www.youtube.com/watch?v=-k4azpOIAfwMY BUSINESS EMAIL: [email protected] #AI #OpenAI #chatGPT