#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
#MBOX/USDT analysis :
#MBOX is currently in a downtrend, trading below the 200 EMA. The price has been rejected from the resistance zone and broken below the trendline. It is expected to decline further and test the swing low.
TF : 2h
Entry : $0.0845
Target : $0.0756
SL : $0.0900
#MBOX/USDT analysis :
#MBOX is in a downtrend, consistently making lower lows (LLs) and lower highs (LHs) below the 200 EMA. Currently, the price is retracing towards the 200 EMA and a resistance zone. It is anticipated that the price will test this zone before reverting back to continue its bearish momentum, potentially reaching lower levels.
TF : 4h
Entry : $0.1865
Target : $0.1566
SL : $0.2037
#MBOX/USDT analysis :
#Mbox is currently in a downtrend, trading below the 200 EMA. The price is forming a structure of lower lows and lower highs. It is facing rejection from the resistance zone, which suggests a potential reversal that could reinforce its bearish trend and test previous lows.
TF : 15min
Entry : $0.1332
Target : $0.1269
SL : $0.1366