These leverage heatmaps that @pakpakchicken likes to post are fun and show how precarious high-leverage trades are

Seems like every hotspot of leverage that follows a pump or dump in price ends in tears shortly after by a stray counter candle https://t.co/ewrdlSCDwp

Just finished reading the Deepseek-R1 paper (https://t.co/jdsNMls6Df).  

Two take-aways + analysis:

1. Major breakthrough: Use of reinforcement learning (RL) in training an LLM

2. The big model, Deepseek-R1 is so good that small-model distillations of Deepseek-R1 are also very

I grabbed some data of the current top-250 @pumpdotfun tokens and made a plot of token FDV over time color-coded by quarterly cohort.

Is interesting to see the cohorts evolve.  It is hard to stay near the top from one quarter to another. 

#fartcoin is crushing it https://t.co/azscVDjLRU

RFhxKFVhm

@ikzkzvoi