Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile
Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ

@un_data_wiz

PhD in Physics ๐ŸŽ, Cosmologist ๐Ÿช, Passionate about Probability and Statistics ๐Ÿ“Š๐Ÿ“š, Quant. Team Lead @ChorusOne ๐Ÿ”๐Ÿ‘จ๐Ÿปโ€๐Ÿซ๐Ÿง™โ€โ™‚๏ธ, Blockchain Enthusiast โ›“

ID: 1375477616

linkhttps://flipsidecrypto.xyz/MostlyData_/dashboards calendar_today23-04-2013 20:57:17

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Aseneca๐Ÿ’™ Sol (@princeadxisrael) 's Twitter Profile Photo

This perspective that research roles are antiquated is a moot and overly reductionist claim. It might seem correct from a surface level especially in execution-driven environments, but definitely oversimplified when you factor in the roles of scientists. All scientists are

This perspective that research roles are antiquated is a moot and overly reductionist claim. It might seem correct from a surface level especially in execution-driven environments, but definitely oversimplified when you factor in the roles of scientists. 

All scientists are
Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

Itโ€™s always hilarious to see responses like โ€œbut Solana experienced more downtimes than XYZโ€ to post like that. Well, one should argue that this is like reinforcement learning. To improve you have to experience, and Solana has gone through a lot, in mostly any market condition -

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

Solana has no exception: if time can be traded for money, rational players will try to exploit this. Our team at Chorus One decided to run experiments to measure the upside and downside of this game. Weโ€™ve documented our findings in the article below, hoping to stimulate

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

An analysis points to a less than 50% conflicts using recent data. So I mostly agree. We really need to push more! Ref: arxiv.org/pdf/2505.05358โ€ฆ

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

I think the issue is not on the VAT. Why we have a VAT is crystal clear and thatโ€™s bot rocket science. The main issue is that we arbitrarily decided to change current economic by imposing a VAT on validators to reduce the dilution of non-stakers.

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

The time needed to find the issue in AI generated answers is >> than time needed to find the solution. Reality is that AI rn is only capable of doing dumb things ๐Ÿ˜…

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

I think it's fine to celebrate the successes, but to really grow we should focus on the issues we have. Despite the high activity, none of the top validators was able to have a 1h avg of slots with full CU usage (source here dune.com/queries/566647โ€ฆ - more detailed Dune

I think it's fine to celebrate the successes, but to really grow we should focus on the issues we have.

Despite the high activity, none of the top validators was able to have a 1h avg of slots with full CU usage (source here dune.com/queries/566647โ€ฆ - more detailed <a href="/Dune/">Dune</a>
David Galindo โ˜ด (@valorianxyz) 's Twitter Profile Photo

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ Totally. I think the path forward is agentic (or multi-agentic) model setups, where a โ€œverifierโ€ model supports the main predictive model by reviewing its outputs. The AI-augmented mathematician works in symbiosis with the machine โ€” always assisted, but always in control.

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

So, it turned out the story around CU was more complicated. For some reason, RPC only stores executed CU but we have other components that enter the cost model that are missing: - 720 CU for each signature - 300 CU for each write lock - 1/4 CU for instruction data size -

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

SIMD326 is marking the start of the biggest change in crypto. When I saw "The merge" I thought that one was impossible to beat...I was wrong... Solana is going in a great revolution. Why I think that the right vote to SIMD326 is YES ๐Ÿ—ณ๏ธ๐Ÿ‘‡ 1. With current stake, time to

Umberto | Mostly Data ๐Ÿง™โ€โ™‚๏ธ (@un_data_wiz) 's Twitter Profile Photo

By default, we'll vote YES on SIMD-326. However, we believe in the power of governance. Under Solana's current system, stakeholders are often excluded from voting. If you stake with us and prefer a different vote, let us know by August 31 EOB