Tiny AI Models Promise Assistants Without Cloud Surveillance

The claim: BotPsy introduces an on-device personal assistant powered by a sub-billion-parameter agentic language model designed to run efficiently on local hardware without sending private data to external servers.
The reality: Running a sub-billion-parameter model on a standard smartphone or laptop usually results in sluggish task execution and hallucinations that require constant human correction.
Why should I care? You shouldn't
Another research toy that will struggle with real-world workflows on standard hardware.
Read the original: BotPsy: On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model