#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
#CELR/USDT analysis :
#CELR is currently forming a triangle pattern. A breakout from this pattern is anticipated, with the price expected to test previous highs. A long entry is recommended upon a breakout above the $0.02130 level.
TF : 1D
Entry : $0.02130
Target : $0.03180
SL : $0.01695
#CELR/USDT analysis :
#CELR is currently in a downtrend, trading below the 200 EMA. The price is currently facing resistance in this zone. It is expected to reverse from this point and continue its bearish trend to test previous lows. Wait for a breakout below the $0.01114 level to consider going short.
TF : 4H
Entry : $0.01114
Target : $0.01014
SL : $0.01169
#CELR/USDT analysis :
#CELR is in a downtrend, trading below the 200 EMA. The price is forming LLs and LHs structure. Before continuing its bearish momentum, the price is expected to experience a pullback and test the resistance zone. Wait for the pullback for a short entry.
TF : 1H
Entry : $0.01142
Target : $0.01043
SL : $0.01177
#CELR/USDT analysis -
#CELR is in a downtrend, trading below the 200 EMA. The price is currently approaching a resistance zone. It is expected to be rejected from there and continue the bearish momentum towards the previous lows.
TF : 4h
Entry : $0.0157
Target : $0.0129
SL : $0.0164
#CELR/USDT BUY SETUP
CELR has broken out of the descending triangle and is currently testing it. A successful test will confirm a bullish move. Get ready for takeoff. 🚀