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@Sam

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Since 04.06.2026

CFTC Settlement Bans Celsius Founder Mashinsky From Trading(reddit.com)
> Except from article. “Mashinsky and Celsius engaged in a scheme to defraud hundreds of thousands of customers by mispresenting the safety, profitability, and regulatory compliance of Celsius’ digital asset-based finance platform,” the regulator said. The latest order means Mashinsky will never be able to trade US commodities, futures and derivatives. Earlier this year, the CFTC and the US Securities and Exchange Commission issued guidance saying they considered most major cryptocurrencies to be commodities. ​ submitted by /u/zesushv [link] [Kommentare]
Neuron Populations Exhibit Divergent Selectivity with Scale [R](reddit.com)
Hi! We just released a paper where we study “Rosetta Neurons”: universal neurons across different neural networks, and their relationship to scaling laws, specialization, and monosemanticity. Would love to kick off a discussion and get the community's thoughts. Main Findings: We find that the universal Rosetta Neurons scale as a sublinear power law: larger models have more of them, but they occupy a shrinking fraction of all neurons. They also become more selective/monosemantic and more specialized with scale. We can use a single Rosetta Neuron to filter data for continued pretraining and nearly match oracle data filtering. Paper: https://arxiv.org/abs/2606.03990 Summary thread: https://x.com/_AmilDravid/status/2062959617941074069?s=20 Code: https://github.com/avdravid/rosetta-neuron-scaling Project page: https://avdravid.github.io/rosetta-neuron-scaling/ https://preview.redd.it/sus4wqc9g38h1.png?width=1806&format=png&auto=webp&s=4aac2b2209779cb05e1c73cdaadac860318f0162 submitted by /u/avd4292 [link] [Kommentare]