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SynsCalls SynsCalls @dev_blackk · 1.71K subscribers
Post #9549 38
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Epoch Labs is an autonomous trading agent on rh

it’s agent, called Golem, studies every token that crosses $10K market cap and tries to learn which ones later reach $30K

documents it’s journey publicly and shares why it entered a coin

It only starts trading when its model passes hard statistical gates

it learns from observing how coins moved

it only trades when the model’s measured skill clears a coded floor (ROC-AUC ≥ 0.60 and other gates)

ROC-AUC is just a score that measures how good that ranking is:
0.50 = pure coin-flip / random guessing
1.00 = perfect
0.60 = the minimum they set, it’s better than random, but not amazing either

it has a 1 eth portfolio funded by creator fees and every $1 in profit made buyback and burns the token so technically all profits buyback and burn

the hourglass is a visual gate that only “fills” when the math says the model beats chance. Until then, it doesn’t trade
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