yashiru.ml

ML performance engineer: low-level systems (Rust, C++, CUDA, Triton) for fast and cheap model training and inference

[yashiru.ml @lgebor]

🔪 Guillotine: a from-scratch BPE tokenizer in Rust.

1.7x faster than tiktoken on single-thread encode (59 vs 34 MB/s), byte-for-byte identical.

The trick: pre-tokenization on a DFA regex.
https://t.co/lQByh05hXo

[Colossus @colossusmag]

This is the story of Hyperliquid, the most profitable startup per employee on earth, told from a guarded office in Singapore.

Last year, its team of 11 generated $900 million in profit. It's 3 years old, has never taken a dollar of venture capital, and is beginning to change how century-old markets work.

Its founder, Jeffrey Yan (@chameleon_jeff), had never taken a physics class when he picked up a textbook at 16. Two years later, he won gold at the International Physics Olympiad. In 2019, he started trading with $10,000 from a living room in Puerto Rico—working off a television because he didn't own a monitor.

Within 3 years, he was running one of the largest anonymous crypto trading firms.

Then he shut it down. Yan was rich and free, but he had spent years inside crypto, watching it betray itself. Bitcoin's central premise was decentralization. Yet the biggest exchanges were centralized. Crypto kept reintroducing the dependence on trust it was built to eliminate. He set out to create what should have existed.

Hyperliquid is a blockchain with a trading exchange on top, and anyone can build on it. Yan's vision is to house all of finance. In 3 years, it has done over $4 trillion in volume. And in the past few months, it has begun to outgrow crypto.

Markets for oil, silver, and the S&P 500 now trade on Hyperliquid around the clock, weekends included, and are growing roughly 40% week on week. When the US and Israel bombed Iran on a Saturday in February, Hyperliquid was the venue traders turned to.

Hyperliquid's success has cost Yan his freedom. He works out of a secret office in Singapore and cannot travel without two bodyguards. Even the team's housekeeper doesn't know what they do.

In January, @domcooke spent a week at their office. Read his profile on Yan and @HyperliquidX below.

[ricardo @notawizard]

Applications are now open for the 2026 Paradigm Fellowship: a 4-day retreat for young people who are obsessively good at something technical.

For our fourth year, we're expanding to welcome builders across every frontier — AI, robotics, energy, bio, prediction markets, or something we haven't thought of.

Last year's cohort came from 10 countries. Some were undergrads, some were dropouts, some were founders, some came from OpenAI, SpaceX, Citadel, and Kalshi.

The format is simple: firesides, whiteboarding sessions, and time to hack. What makes it special is what happens in between, and after. Fellows have met cofounders, started companies, and gone on to raise from Paradigm and others.

I was a fellow before joining Paradigm, the retreat was a transformative trip for me, and I met some of my closest friends through the program.

Apply by June 8th. Retreat runs August 12–15th.

[Tangent @Tangent_fi]

The Tangent protocol has undergone extensive testing and auditing, including 100% unit test coverage, fuzzing, and a total of five audits.

Many thanks to @EgisSec, @sherlockdefi, @PashovAuditGrp, and @ZeroCool_AI for their work, which helped us secure $USG.

Links below 👇

[Zero Cool @ZeroCool_AI]

Here's how Zero Cool has performed in competitions:

1st place @Rain__Protocol (672 submissions)
1st place @DexlynLabs (72 submissions)
2nd place @MentoLabs (726 submissions)
6th place @0xsequence (664 submissions)
6th place @OpenEden_X (43 participants)
25th place @monad (952 submissions)
$20K bounty (Immunefi)

100+ confirmed findings across 40+ contests.

25th all-time @HackenProof, 7 critical, 29 high severity.

We're just getting started.

[yashiru.ml @lgebor]

🔥 Just joined the @torchexch whitelist! The hottest DEX on #ARCNetwork is coming.

Get whitelisted → https://t.co/JWtrcezEiZ

#TORCH #DeFi #ARC @Di_n_ma @LITGPARM

[yashiru.ml @lgebor]

@temponodes presale is live right now.

Act fast before slots fill up.

https://t.co/6hF4awXhkT

https://t.co/StUOIaImky @AirdropVoyager1 @Mark15981027

[Tempo Nodes @TempoNodes]

How to join $TNODE presale in 30 seconds:

2. Go to https://t.co/583TJQU3ns
3. Connect wallet
4. Write Amount, Select your stable and click Buy TNODE
5. Amount: Min 1 / Max 100
6. Sign the TX
7. Done.

You own $TNODE on @tempo .

[Veggia @PlayVeggia]

⚡️THE VEGGIE ZAPPER IS NOW LIVE!

Bully your Veggies daily.
Win Jackpot Tickets.

Full details below 👇

[yashiru.ml @lgebor]

@PlayVeggia 🥳👀👀

[Veggia @PlayVeggia]

Vegetables ruined your childhood.
It’s time to turn the tables.

Veggia is now live on Incentiv.
Bully veggies. Get $██. Become the villain.

Start your revenge now: https://t.co/BnpTayjLR0

[yashiru.ml @lgebor]

@PlayVeggia 👀👀

[Veggia @PlayVeggia]

Veggia is now live on Incentiv.

→ kidnap innocent Veggies daily
→ exploit them to farm $████
→ keep the loot and disappear

Start your villain era today: https://t.co/BnpTayjLR0

[Veggia @PlayVeggia]

launching in 24h.

reply “villain” to secure your spot.

[Veggia @PlayVeggia]

most crypto games want you to be a hero.
ours turns you into a super-villain.

since we dropped the concept,
everyone’s been asking how it actually works.

so today we'll reveal the first mechanic:

veggia will run in two phases.

1. Recruitment Phase

→ begins on ███ ██, ends on ████ ██.
→ find the rarest veggies nfts & kidnap them.
→ get ████ ████ to win $CENT jackpot.

2. Bully Phase

→ begins on ████ ██.
→ assemble your strongest veggie team.
→ bully them until they farm $██ for you
→ keep all the loot and become a real villain.

launch is around the corner.
check the first comment for a surprise.

[Veggia @PlayVeggia]

we're all tired of rigged memecoins,
and overpriced VC coins.

crypto needs something new and fun.
that's why we're building veggia.

the 1st crypto game where bullying veggies,
might get you $████.

forget VCs and KOLs,
the only way to get in is to play.

Notifications ON.

[yashiru.ml @lgebor]

@PlayVeggia 👀👀

[Veggia @PlayVeggia]

they ruined your childhood.
now the tables turn.

meet veggia,
the world’s first bully to earn crypto game:

→ kidnap innocent veggie nfts
→ exploit them to farm $████
→ keep the loot and disappear

the recruitment phase begins soon.
comment to receive an invite.

[yashiru.ml @lgebor]

@PlayVeggia 👀👀

[Veggia @PlayVeggia]

they won your family over.
they infiltrated your school.
they ambushed every meal.

vegetables bullied you first.

now it’s your turn with veggia,
a free crypto game where you
farm $██ by bullying them back.

only real villains will get in.
interact to start your revenge arc.

[Veggia @PlayVeggia]

Deleting in 24 hrs.

Someone who Iikes and says “veggies”, might just get a surprise DM 🥦