Maxim | helius.dev

518 posts

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Maxim | helius.dev

Maxim | helius.dev

@maximschmidt94

Solutions Engineer @Helius | @SuperteamDE

Katılım Ağustos 2022
566 Takip Edilen654 Takipçiler
Maxim | helius.dev
Maxim | helius.dev@maximschmidt94·
@_chenglou This is extremely fascinating. From the model's perspective, the fixed rules of Sudoku don't play a special role, but are just part of the higher order rules it derived for efficient solving. You're definitely on to something.
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Cheng Lou
Cheng Lou@_chenglou·
I’m very happy to present my toy research project: Sotaku! It's a neural net that automatically discovered the rules of sudoku and learned to solve them, achieving a new state-of-the-art score of 98.9% on one of the hardest sudoku datasets, while being agnostic to the game, and beating all other sudoku-optimized neural net architectures* Read more for fun motivations, plus some extremely unconventional discoveries, e.g. reverse curriculum consistently beating curriculum (!), emergent reasoning-like capabilities, and the future of traditional programming
Cheng Lou tweet media
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Christos Tzamos
Christos Tzamos@ChristosTzamos·
1/4 LLMs solve research grade math problems but struggle with basic calculations. We bridge this gap by turning them to computers. We built a computer INSIDE a transformer that can run programs for millions of steps in seconds solving even the hardest Sudokus with 100% accuracy
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Maxim | helius.dev
Maxim | helius.dev@maximschmidt94·
The only mitsake he made is that he made no mistakes.
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Maxim | helius.dev
Maxim | helius.dev@maximschmidt94·
LLMs being "only" good at interpolative creativity forced us to realize that, in 99.9% of cases, this is all that humans do anyway.
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gabriel
gabriel@gabriel1·
there is still no substitute for perfectly understanding every single line of code in your codebase i fall into the trap of just skimming through ai changes to "just make sure it looks good" all the time, and it makes me lose so much time to not perfectly understand every line
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Jorge Castillo
Jorge Castillo@JorgeCastilloPr·
@michaelque22 Sounds like fake, sorry. If you don’t give the app name people will never trust you.
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Maxim | helius.dev
Maxim | helius.dev@maximschmidt94·
Had the feeling that my life had become too comfortable. So, did a 7 day fast with a half-marathon in the middle. Don't get me wrong: I do feel better now. But THANK GOD this is over now and I can return to my regular, comfortable life.
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Maxim | helius.dev
Maxim | helius.dev@maximschmidt94·
Eeeveryone is afraid of falling behind with AI. What I'm afraid of: falling forward. What if I'm too innovative, too productive? What if I leave my peers behind? These are the worries that keep me up at night.
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Maxim | helius.dev
Maxim | helius.dev@maximschmidt94·
Zürich literally means too rich Zürich = zu + rich = too (German) + rich
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Maxim | helius.dev
Maxim | helius.dev@maximschmidt94·
If there are no CS students, no software engineers left. Who's gonna develop the next Rust, the next Tailwind? Aren't we going to stagnate from now on?
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nick | helius.dev
nick | helius.dev@nick_pennie·
we shipped a new hot storage cluster in asia today getBlock and getTransaction calls just got 2-6x faster enjoy
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Maxim | helius.dev retweetledi
mert
mert@mert·
big you may now buy MON on Solana with CEX-like execution and lower fees super simple on Orb search for MON on the search (or CA), look at markets to gauge data, and click BUY Orb routes through both Dflow and Jup to give you the best price internet capital manlets
mert tweet media
mert@mert

wow! what is this?

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Callum
Callum@callum_codes·
Back to the hill repeats, do not have it any more!
Callum tweet mediaCallum tweet media
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Maxim | helius.dev retweetledi
Helius
Helius@Helius·
Today, we are releasing the biggest RPC and data upgrade for Solana devs in years. getTransactionsForAddress combine getSignaturesForAddress and getTransaction into one you can now search history in reverse order as well as filtering by slot ranges and dates you do not need to traverse backwards from the most recent transaction anymore oh, also all archival calls are now 10x faster enjoy!
mert@mert

today, Solana changes forever we've solved the biggest data/RPC problem that exists solana historical/archival data — has now been redesigned quick context: today when you query historical data (getBlock/getTransaction/getSignaturesForAddress), it hits Google BigTable this is i) slow, ii) expensive, iii) inflexible for queries e.g., you physically can not get the first tx for a Solana address without looping back endlessly from the latest tx for busy addresses, this can take thousands of RPC calls — extremely slow, expensive, and annoying also, imagine you wanted to get the most recent 100 txs for an address, how do you do it? you first hit getSignaturesForAddress to get all the tx signatures and then call getTransaction on each tx to get its details — this can take 1,001 RPC calls in the worst case not anymore we have built a new distributed archival storage system that is 1,000x faster, more flexible, and more scalable the best part? we're introducing a new API method: getTransactionsForAddress with this method, you can now: i) combine getSignaturesForAddress and getTransaction calls into just 1 call instead of 1,000 ii) you can search in reverse order without needing to traverse iii) you can search historical transactions by time and slot ranges (e.g. get me all the txns from January 5th, 2025 until February 5th, 2025) what's more: - getBlock calls are now 10x faster - getTransaction calls are now 10x faster - getSignaturesForAddress calls are now 10x faster 10x lower latency, 100x fewer RPC calls, and 1000x less code enjoy! docs below

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Helius
Helius@Helius·
our javascript grpc client is now 40x faster speed and reliability aren't tradeoffs. with laserstream you get both our rust, go, and js/ts sdks handle automatic reconnects, historical replay, and eliminate costly performance bottlenecks learn how it works in our new blog
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