#python#brain_inspired_ai#deep_learning#large_language_models#reasoning
The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems.
https://github.com/sapientinc/HRM
Non-speaking does not equal non-thinking.
They're just as capable of thinking you're an a$$hole as anyone else, so watch your step. 😉
#nonspeaking#nonverbal#Autism#Autistic#ActuallyAutistic#AACsource
#python#4k#aac#apple_music#apple_music_downloader#downloader#m4a#m4v
Gamdl is a free command-line tool to download Apple Music songs in high-quality AAC 256kbps, music videos up to 4K, albums, playlists, and artist content, with synced lyrics (LRC/SRT), rich metadata, and cover art. Install via `pip install gamdl`, add your browser cookies from an active subscription, and run `gamdl [URL]`. It benefits you by letting you enjoy offline playback anywhere without streaming data costs, on any device, with organized files ready for your library.
https://github.com/glomatico/gamdl
Gatekeeping communication methods = time to find a new practitioner. #Autism#Autistic#ActuallyAutistic#nonspeaking#nonverbal#Speechtherapy#AAC#apraxia#dyspraxiasource