#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
Stract is an open source search engine where the user has the ability to see exactly what is going on and customize almost everything about their search results. It's a search engine made for hackers and tinkerers just like ourselves. No more searches where some of the terms in the query arent used, and the engine tries to guess what you really meant. You get what you search for.
https://stract.com
https://github.com/StractOrg/stract
#Web#Search#SearchEngine
#FLOSS
SimpleX Chat: private and secure cross platform messenger without any user IDs (not even random)
:~ E2E-encrypted messages with markdown and editing
:~ E2E-encrypted images and files
:~ Decentralized secret groups — only users know they exist
:~ E2E-encrypted voice messages
:~ Disappearing messages
:~ E2E-encrypted audio and video calls
:~ Portable encrypted database — move your profile to another device
:~Incognito mode —
unique to SimpleX Chat
Website : https://simplex.chat/
SimpleX Chat (SimpleX Chat - e2e encrypted messenger without any user IDs - private by design!)
https://f-droid.org/packages/chat.simplex.app/
Quick start – https://simplex.chat/docs/guide/readme.html
#SimpleXchat#security#privacy#encryption#E2EE
#FLOSS
NAPS2 - Scan #documents to PDF and more – https://www.naps2.com/
NAPS2 is free and open source scanning software for Windows, Mac and Linux.
Easily scan with devices from Canon, Brother, HP, Epson, Fujitsu, and more. Then save to #PDF, #TIFF, #JPEG, or #PNG with a single click.
#Scan#Floss
#cplusplus#apple_silicon#bsd#c_plus_plus#cmake#floss#game#gplv2#json#linux#lua#macos_app#python#strategy#windows
Widelands is a free, open-source real-time strategy game like Settlers II, where you lead a small clan to build roads, gather resources like wood and gold, manage four unique tribes, trade, or fight in single-player campaigns and multiplayer. Download it easily for Windows, Mac, or Linux, or compile from source with simple scripts and tools like CMake on various systems. This lets you enjoy deep, replayable empire-building fun at no cost, anytime with friends or AI.
https://github.com/widelands/widelands