Gemini is pretty amazing at reading smart contracts.  

Here is the output when given some subtly flawed solidity that does looping on aave.  Gemini was able to identify and explain an unprotected onBehalfOf delegation that an attacker can use to drain funds. https://t.co/l2AS8GPqZh

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