Preston

Sneakerhead, Welder, Network Technology Graduate 2024, Futures Trader #bitcoin Truss Design Engineer🏠

[Grip 🦇 @Grip_sol]

okay after reading through @jscrypto4882 thesis on $MONARK, i had to actually go look into what the fuck these guys are building because at first glance the whole thing sounds way more complicated than it actually is.

and after digging through the docs, this is how i understand it:

MONARK is essentially building a decision layer for AI + financial systems.

everyone is building agents that can execute.

buy this.

sell that.

move liquidity.

manage positions.

but there’s a massive problem nobody talks about enough:

what happens when the agent doesn’t actually know?

that’s where MONARK gets interesting.

instead of forcing the system to produce an answer every single time, it is designed around commit, defer or abstain.

if the evidence isn’t good enough, it doesn’t fucking guess.

it stops.

and that sounds like a tiny feature until you think about autonomous agents eventually interacting with serious amounts of capital.

because when you’re dealing with real money,
being able to say “i don’t know” is a feature.

not a failure.

a feature.

[Monark @usemonark]

🗺️ MONARK, as it stands today.

Two tiers, one spine: attested conformal inference on top, DeFi rails underneath, every handoff replayed by a test.

This is a snapshot, not a finish line. Pieces are still being built and reviewed, so this map will keep evolving. What is marked "upcoming" stays upcoming until it is wired and proven. 🧱

[Monark @usemonark]

📣 ANNOUNCEMENT

🔔 Tokenized stocks are loud right now. A few of you asked what MONARK is, and what it can actually do here.

Short answer: no demo. We ship a finished product, institutional grade, or nothing.

📜 On Sept 17 the SEC granted a 5-year exemption for on-chain venues trading tokenized NMS stocks. The order requires hard facts: stop trading the second the underlying halts, stay under 0.25% / 2.5% of prior-month ADV, same dividend and voting rights, no synthetics, and publish every trade in machine-readable form within 10 minutes.

It does not say who checks. Nobody is designated.

🔔 MONARK Bell will. A public, attested witness of tokenized stocks: halt-to-last-fill delta per symbol, volume per pool against the cap, on-chain supply against relayed reserves, whether a dividend actually reached the tokens sitting in a pool, and the off-hours gap against the last consolidated close, session by session, with honest abstention where the data is not there. Every line recomputable from public inputs.

Not a price. Not a score. Not a probability. A witness.

⚙️ UPDATE => In parallel, we are finishing the full Ukemi: the liquidation engine. Two things measured this week on Aave v3, on-chain, block by block:
• since block 22002625 (March 8, 2025) sUSDe and USDe are priced by a capped USDT feed. A sale in Curve cannot move a health factor. The cascade loop is cut by construction.
• on the largest liquidation event in our sample (Oct 10-11, 2025), 88% of the WETH liquidated happened in one hour of an exogenous crash, the oracle updated before the liquidation in every measurable case, and liquidations were 1.5% of that hour's spot volume.

Ukemi will publish an attested liquidation book (positions, health factors, oracle source per asset, block) and a calibrated bound on the gap between "eligible" and "actually liquidated", within a stress event, with abstention on any new event until the numbers exist.

Eligible is not liquidated. That is the paper, and the product.

More when the tests are green. Narabi keeps stepping every day at 00:39 UTC. 🧵

[Monark @usemonark]

📍 Day 1 is on the board.

🔗 Release: https://t.co/Kie4fhfHIe
📡 Live tracker: https://t.co/5UeG49HjJH

Narabi took its first real step last night at 00:39 UTC. One day of attested stablecoin flows, evaluated, hashed, and published:

🗓️ Day 2026-09-18 · evaluable
🌊 Regime: calm
📏 Bound: 2
🔐 Digest: 9b5f89fd

No dashboard opinion, no score. A daily line in a public timeline, each one chained to the previous, that anyone can recompute from the raw attestations.

What it does not do: it never tells you it is right. It tells you what it saw, what it refused to evaluate, and how far it is from the coverage target (1789 days on today's projection, so yes, this is a long game ⏳).

Day 2 lands at 00:39 UTC tomorrow. Same file, one more line. 🧵

[𝓛𝓪𝓾𝓻𝓪 ˚.🎀༘⋆ @Laura_arma_ni_]

me after visiting more than 2 places in a day.

[Polymarket @Polymarket]

BREAKING: Warren Buffett, 96, steps down as Berkshire Hathaway chairman, with his son Howard Buffett taking over the role.

[Monark @usemonark]

🎉 219 pulls since we listed the skill. Eight days. 🚪

Not a bot farm. Not a chart. A door.

You bring ŷ. We return three words. commit · defer · abstain. Never a probability of being right. 📐

Still early. Most of those 219 have not walked in yet. The ones who do will hear defer when the region cannot cover, and abstain when there is no region at all. That is the product. 🔇

It abstains so it can act.
🔗 https://t.co/9ECPuTq0yw

[Preston @PrestonGdude]

@usemonark 👨‍🍳👨‍🍳👨‍🍳

[Monark @usemonark]

We are building the engine. Piece by piece. A thoroughbred V12. Open source. 🔧

Each piece is surgical. Empirical. Tested until it fails closed. Alone it is a sensor, a gate, or an act. In tandem it is a vertical: Shōgen attests the print, Narabi the file, Hikae turns both into commit · defer · abstain, Ukemi waits on the book. The wiring is the product. The vehicles come after.

We will keep showing the pieces. What each one does by itself. What it does when it locks to another. More of the hood, every day. The code is Apache 2.0. More of it lands shortly. The Shōgen campaign has about eight days left. Then the full Rust witness goes open too.
It abstains so DeFi can act. 🚪 https://t.co/tDGuckubF3

[Preston @PrestonGdude]

@PopBase Love to see it😌

[Preston @PrestonGdude]

@usemonark GM 🤝

[Alpha Master @MasterAlpha27]

$MONARK JUST HIT 60K 🚀

15K → 60K = 4X.

And I’m still holding. 🫡

This is exactly why I said I wasn’t selling for pennies. The thesis is playing out, builders are shipping, and I’m here for the long-term.

Still early.

Let them cook. 🦾

NFA. DYOR.

[Solana @solana]

maximum potential

[Preston @PrestonGdude]

@JBAGZ82 🔥🔥🔥 sniped gg

[Dadsiren @dadsiren]

wizard101 is a lifelong loyalty. once you serve you will always be called back to duty

[Chaser Racer @SeaGL_]

We know what we missed out on. We literally saw it get pulled from our grasp the second we almost got to take part in it

[highFashion @rahman_jago_]

Missing a workout feels like losing money.

[dan nolan @dannolan]

I’m not dying from some fucking hentai virus

[memory lane @bitchiwas999]

Y’all wasn’t there

[cinesthetic. @TheCinesthetic]

“You were my brother Anakin, I loved you”