Technology
Expert Criticizes TH-AI Passport Model for Language Inaccuracies
Tech expert Pawoot Pongvitayapanu identifies fundamental flaws in the TH-AI Passport model, suggesting that current training methods may not improve its linguistic performance.
According to a report by Matichon Online published on September 2, 2026, prominent tech expert Pawoot Pongvitayapanu has addressed public concerns regarding the linguistic inaccuracies found in the 'TH-AI Passport' artificial intelligence system.
Pawoot argues that the system’s issues stem from a fundamental error in the initial model configuration. He suggests that the current approach to training the AI is insufficient, noting that simply continuing to feed data into the existing framework is unlikely to result in significant improvements in language proficiency.
For residents and travelers in Thailand, this critique highlights potential reliability issues when using the tool for official or complex communication tasks. If the underlying architecture is indeed flawed, users may encounter persistent errors in translation or data processing, which could lead to misunderstandings in administrative or daily interactions.
At this stage, it remains to be confirmed whether the developers will acknowledge these structural criticisms or if they plan to overhaul the model’s foundation. There has been no official response from the project administrators regarding these claims. Users are advised to exercise caution and verify critical information through alternative channels until the system’s accuracy is verified by independent audits or official updates.