New Android Keyboard Uses On-Device AI to Warn If Texts Will Land You in Jail

Developer MShverdiakov pushed an open-source project called Souchastnik (The Accomplice) to GitHub, targeting anyone typing in the Russian digital space. Instead of giving smart predictive text or correcting clumsy thumbs, the virtual keyboard analyzes typed words locally to warn users if their sentences violate current Russian penal codes.

The mechanics run without any ping to an outside server. Inside the 470 MB package lies a quantized Qwen 2.5-0.8B language model powered entirely by llama.cpp on modern ARM64 chips running Android 9 or higher. To ensure your potential criminal record is checked before the authorities drop by, the app completely strips the standard internet permission, meaning zero typed drafts leak online.

Processing begins with a local trigger dictionary that pre-filters phrases tied to specific statutes, handing suspicious snippets over to the neural net for contextual evaluation. On chips supporting dot-product instructions, verifying if an insult or peace call qualifies for a decade behind bars takes about 4 to 6 seconds, though slower silicon might leave you sweating for up to 20 seconds per paragraph.

Beyond flagging criminal liability, the tool tags official foreign agents and banned social networks directly within the typing interface, though the author deliberately withheld the raw keyword list from the public repository. Totalitarian paranoia has officially met lightweight mobile machine learning, delivering a personal digital defense lawyer that sits inside your virtual spacebar.

Source: GitHub