Pr1mal

In crypto since 2017

[Pr1mal @Pr1mal_One]

@Tcalledpresence Check $Monark they are building unique infra for AI agents

[Pr1mal @Pr1mal_One]

We (crypto space) built wallets, rails, and mandates for AI agents—but forgot the most crucial layer: the decision to act. 💸🤖

Without a stop switch, even the best guardrails can’t stop probabilistic models from making costly financial mistakes.

solana:FYZcYCHSp8FzNba1UtDZydKKGosmxVNpFBiVuia38AhT is bringing rigorous statistical guarantees (Conformal Inference) and mathematical safety kernels to agentic finance.

The future of machine-native money isn't just about fast payments. It's about knowing when not to pay. 🛡️✨

[Monark @usemonark]

https://t.co/pOfvT7NgTA

[Pr1mal @Pr1mal_One]

@usemonark Try to add correct categories

[Pr1mal @Pr1mal_One]

@usemonark Nice!

[Monark @usemonark]

🎉🏛️ We are pleased to share that our comment letter on SEC File No. 4-927 is now public on https://t.co/OKT7Qas7Yv.

📝 We answered Questions 1, 3, 5 and 6 of the Sept. 17 exemptive order on tokenized NMS stocks with what MONARK Bell measures: a public, signed record of how tokens tracking U.S. equities trade on public ledgers while U.S. markets are closed, and the method behind it.

🔍 We suggest four properties the Commission could expect from a venue's transaction data, so that a third party can recompute what a venue reports: recomputable from the ledger, named abstention, signed and chained digests, dated periods. Bell applies them to its own records, with its limits declared.

📋 All comments received on File No. 4-927:
https://t.co/UlBO9Psitq

📄 Our letter, as filed:
https://t.co/5vfOymSy4H

🧾 Proof: the file served by the SEC has SHA 256 76261d1edd706027ed82587138f28c4267428ba5977c918ba5ef234cf66f512c, the same digest as the copy we submitted on Sept. 24. Anyone can recompute it.

[Pr1mal @Pr1mal_One]

@usemonark Spot crypto is hell. So I think it suits the best:)

[Pr1mal @Pr1mal_One]

Finally CT starts to see what solana:FYZcYCHSp8FzNba1UtDZydKKGosmxVNpFBiVuia38AhT is building! And IMO is just begining. 10m+ in this bullrun is coded

[Monark @usemonark]

🥋 Soon, holders get an agent and it enters the Dōjō: paper trading, real prices, a public scoreboard.

Where would you train yours first?

Reply with your pick and why. We read everything.

[Monark @usemonark]

1/ 🧱✅ Step one is closed. 🔔 Bell and 🥋 Ukemi are live, served, and signed ✍️. From here on, we only add ➕. Here is exactly what each smart piece serves today, and what comes next. 🧵👇

2/ 🔔 Bell today
📜 A public, signed record of how tokenized U.S. equities trade on a public ledger while New York is closed 🌙.
📊 Served now: TSLAx, AAPLx, SPYx.
🔗 Two signed publications, chained line by line.
⛓️ The latest record is anchored in a Bitcoin block, readable by anyone 👀.

3/ 🔔 Bell next
➕ Only additions: more stocks 📈.
🔁 Same method, same signature, same anchoring. Each new symbol joins the record; nothing served changes.
📩 Want a symbol? The request template is on the Bell page.

4/ 🥋 Ukemi today
🛡️ The liquidation eligible coverage class of the gate.
✅ One stratum is committed and served: the gate serves a conformal upper bound on the liquidable amount. On every other stratum it abstains 🙅, and says so.
🔢 The calibration points, the bound margin and the calibration digest are on the page, read from the committed files, never typed ✍️❌.

5/ 🥋 Ukemi next
➕ Only additions: task classes 🗂️.
🧩 More strata, more collateral types, each committed one at a time, each with its own calibration and its own abstention rule. No stratum is served before it is calibrated ⏳.

6/ 🌊 Narabi today
👃 It senses redemption run velocity from the attested on chain flow of a stablecoin 💵.
📅 Its adaptive quantile tracker publishes a replayable daily timeline, stepped by an off tool sentinel 🕰️.

7/ 🌊 Narabi next
➕ Only additions: task classes 🗂️.
💵💶 More stablecoins, more flow classes, each attested and calibrated before it is served ✅.

8/ 🎯 Hikae today
🚪 The gate itself: coverage controlled inference. It commits a decision when a class is calibrated ✅, and abstains when it is not 🙅.
🔌 Served now: the committed decision class, the stable run class, and bring your own calibration 🎒.

9/ 👁️ Shōgen today
🧾 Attested perception: an attested price testimony, filed into every verdict of the gate ⚖️.

10/ 📏 The rule that never changes
🧱 A smart piece is "built" only when its output is served and covered by an end to end test 🧪.
⏳ What is upcoming stays upcoming on our pages. 🚫 Never a score, never a probability of being right.

11/ 🥋 What is next for the platform
🏯 The Dōjō. Holders get an agent 🤖, the agent trains in paper trading 📝, and the snapshots 📸 will be visible to everyone on our platform.
🔔 Bell gets stocks 📈. 🥋 Ukemi and 🌊 Narabi get task classes 🗂️. Everything else is an addition ➕, nothing served is taken back 🔒.

[Pr1mal @Pr1mal_One]

this 👇
$MONARK

[JSCrypto4882 @jscrypto4882]

The entire stock market moving onto the blockchain is an immensely complex process not as simple as explaining a shitcoin whitepaper or a blockchain based utility project and that's why building an infra around it and explaining it to most is also a complex process.

The reason why most people can't understand what @usemonark is building so far is because it's building the literal INFRA for the STOCK MARKET and that's not supposed to be explained in simple terms that's why they used tons of jargons because it's really that complex of a market to crack and explain to normies.

And by the time most will even wrap their head around what these guys are building the repricing would've already hit astronomical levels.

[Pr1mal @Pr1mal_One]

I have a feeling that these guys are building something meaningful and soon it will be recognized 😎
$MONARK

[Monark @usemonark]

September 2017. Chainlink's first whitepaper, section 4.1, page 11. The authors name the problem: faults are correlated across data sources, one feed quietly copying another. And they propose research into "mapping and reporting the independence of data sources".

Nine years later, that map does not exist. Oracle networks still aggregate feeds that may share the same upstream, and nobody publishes the overlap.

This is why we are building Shōgen. Its role: an attested perception layer for agents. It captures what each source said, over an attested transport, and turns it into typed facts. It aggregates them into a quorum verdict. And it attaches to that verdict the thing nobody ships: a diversity certificate, the measured independence of the sources behind it, with the shared upstreams, shared hosts and shared failures written down. All of it verifiable offline by a third party, with no trust in Shōgen itself.

An attestation proves what a source said, never that the source is right. Shōgen is built on that line, and it is the smart piece of the MONARK engine every decision starts from, before the gate says commit, defer or abstain.

Every piece of the engine is built the same way: it fits into a gap the current infrastructure leaves open, one of those holes that stay invisible until they cost a fortune in one afternoon. A price feed with no independence record, a liquidation with no measured coverage, an on-chain equity with no session-level gap on file. We do not replace the infrastructure. We fill what it left out, and we write it down.

https://t.co/BrFOqmU4jV

[Pr1mal @Pr1mal_One]

Do you like @manyways_rh ? Then you gonna like @infryncompute !

🛠️ Infryn ($INFRYN) is bridging developer-first AI inference with full wallet-native controls, encrypted local file search, and a built-in credit order book on Robinhood Chain.

💧 Sitting at a micro-cap of just $21K while still on the Pons bonding curve (compared to Manyways at $2.1M), the upside asymmetry here is completely absurd.

🔒 Real utility meets tokenized staking rewards: stake $INFRYN, earn AI credits, trade them, or fuel your agent workflows seamlessly.

Early positioning is everything before this hits mainstream CT discovery. Don't say you weren't warned. NGMI if you miss the infra wave. 🚀

$INFRYN #Web3AI #DePIN #Crypto #Alpha #Altcoins

[Pr1mal @Pr1mal_One]

Wow that's something new! Agent for holding tokens!
$MONARK

[Monark @usemonark]

📉 Right now a lot of tokens pay you to hold: airdrops, stock exposure, other tokens. That flywheel fades as the market turns and finds its own inertia.

🤖 And if you hold a token and receive an agent?

Here is what we are designing with MONARK Dōjō.

🪙 Hold solana:FYZcYCHSp8FzNba1UtDZydKKGosmxVNpFBiVuia38AhT , and hold it over time. Your position and how long you keep it produce a score, read on chain, no staking. Above a threshold, the score gives you an agent.

🥋 Your agent enters the Dōjō: a training ground. It trades on paper, simple markets first, with the data and the skills we give every agent: a full set of tools, from market data to the methods of technical and fundamental analysis. Nothing it does there touches the engine. The point is the data it produces.

🎯 At the end of its training, that record is what calibrates the agent with MONARK. The Dōjō makes the data; the gate turns it into an agent that knows when to act and when to abstain. That is the logic.

🤝 Holders of tokens we build with will join as the design clears: solana:EN2nnxrg8uUi6x2sJkzNPd2eT6rB9rdSoQNNaENA4RZA, $Ansem, $Claw.

🎒 Bag holders will be assigned tasks of their own.

📸 Snapshots start soon, visible to everyone on our platform.

🧱 In design. We share the pieces as they are built.

[Pr1mal @Pr1mal_One]

@usemonark Wow. Curious what they will answer!

[Pr1mal @Pr1mal_One]

@CestusNetwork Wtf it means is closed. I just found about it. So because I am late 17hours I ll stay scammed...? I just send request

[Pr1mal @Pr1mal_One]

🔥 TradFi meets DeFi, and the off-hours gap problem is finally solved. Let that sink in.

While everyone fights over standard price feeds, solana:FYZcYCHSp8FzNba1UtDZydKKGosmxVNpFBiVuia38AhT just shipped v0.6.0—a deterministic engine built for tokenized equities when Wall Street is asleep.

Here is why this is massive for the space:

🛡️ Bell is Live: Cryptographically signed, hash-chained records of tokenized U.S. equities (TSLAx, AAPLx) trading on-chain during weekends and overnight sessions. No guessing, just raw verified data.

🛑 Explicit Abstention: Instead of serving stale, manipulated numbers when data is missing, Monark explicitly says "we do not know" and triggers risk parameters. That's true institutional-grade safety.

🤖 AI & Agent Ready: Designed for risk engines, lending vaults, and AI agents to execute safe commits, liquidations, and rebalancing with zero blind spots.

If tokenized RWA is going to scale to billions, protocols cannot rely on blind trust. They need cryptographic proof. Monark is building the exact plumbing lending markets desperately need.

Are you positioned for the RWA infrastructure wave, or staying ngmi? 📈

Check out the release:
https://t.co/9utuDDHvoc

#RWA #DeFi #Web3 #Monark #Crypto #Altcoins

[Monark @usemonark]

1/ 🚀 MONARK v0.6.0 is out.
MONARK is an engine: one coverage-controlled gate at the core, AI layers that read and attest, DeFi layers that act on-chain. A fleet of agent-products on one backbone, built for the people who have to trust a number they did not compute: lenders, issuers of tokenized equities, market makers, venues, researchers, regulators. It exists because DeFi runs on prices and books nobody witnesses; MONARK writes them down, signed, replayable, with what is missing named. 🧵

2/ ⚙️ Tonight we shipped the first served piece of the fleet: MONARK Bell, a signed public record of how tokenized U.S. equities trade on a public ledger. Below: what the release carries, technically and economically, then Bell, Ukemi, Narabi, the next tokenized equities, and the SEC.

3/ 🔁 Technically: every read we pay for goes through one budget guard. A hash-chained ledger line is written and synced to disk before the RPC call leaves, so a crash can over-count, never under-count. Budgets are per operator and per method, with floors and caps.

4/ 🤝 Every on-chain fact needs two distinct operators to agree (quorum of two). When an operator deviates, it is excluded by name for the run; the quorum never drops below two. The prober that reads the lending books proved it this week: a deviant operator was excluded and the replay matched the first pass byte for byte.

5/ 💸 Economically: paid reads are metered in the ledger, reconciled against the operators' own dashboards, and unlocked only through a served command. No silent overspend.

6/ 🔔 MONARK Bell 🌐 https://t.co/qHhmrigybp
What Bell measures, the method, the anchors (17 lines, each with an OpenTimestamps proof and a Bitcoin block record), the terms and the privacy notice. The register marks Bell built: served, attested, verifiable by anyone.

7/ 📂 The host: https://t.co/oTcPnpYVgC serves plain files. timeline.jsonl is append-only, each line carries the hash of the line before it and an Ed25519 signature. state.json is bound to the head line by SHA-256. The public key is served and committed in the repository as the trust root.

8/ 📊 The first record, seq 1, published 2026-09-23 21:35:52 UTC: TSLAx on Solana, one full New York trading day (16 Sep 2026, 08:00 UTC to 08:00 UTC), 3,110 fills over 4 sessions (pre-market, regular, after-hours, overnight). Per session: fills, on-chain VWAP, base volume, and what is missing.

9/ 🕳️ What is missing is named, not hidden: the closing-price leg is off by design, so every session abstains with no_close_ref; no gap and no closing price are served. Proof of reserves unavailable, no wrapper contract named, quorum sampled at one transaction body in five. Residuals are part of the record.

10/ 🔍 Check it yourself, from the public mirror at v0.6.0, with Node alone:
node apps/bell/scripts/bell-verify.mjs --url https://t.co/oTcPnpYVgC --keyring apps/bell/keys/bell-keyring.json
We ran it after the tag: consistent_with_supplied_keyring, head_seq 1, zero breaks.

11/ 📐 The method 🌐 https://t.co/QSboKIxeOR
Sessions and regimes are fixed by New York's clock; fills are read from the ledger, once per transaction; the gap, when the close is wired, is ln(P_session / P_close), reported as shares beyond one, two and five percent, per regime. Definitions are pinned to the collector's source by a test.

12/ 🎯 Who Bell is for, and why. Issuers of tokenized equities and their market makers: a third-party record of how their instrument trades when the primary market is closed, signed, replayable, not theirs. Lenders and curators who accept these instruments as collateral: a named residual when a session cannot be read.

13/ 🧾 Reconciliation and venue teams: one file per session, one digest per run, a chain that shows any rewrite. Researchers and regulators: the same files, the same verifier, the same key. Nothing is served to one party that is not served to all.

14/ 🗺️ Next publications, by eligibility under our method (a pool readable on-chain, two distinct operators, live volume). Studied so far, 7 chains: Solana, Ethereum, BNB Chain, Arbitrum, Base, Robinhood Chain, NEAR.

15/ ✅ Eligible now — Backed xStocks on Solana: 4 measured (TSLAx, AAPLx, NVDAx, SPYx), 20 more confirmed with real pools and daily volume (61 of 100 sampled xStocks trade every day). Ondo Global Markets on Ethereum: TSLAon measured, AAPL, NVDA, SPY and GOOGL confirmed, thin markets named as such.

16/ 🔜 Watching — Ondo on NEAR (settlement via Intents, announced Sept 22), xStocks on BNB Chain, Arbitrum and Ethereum (pools not yet verified). Not eligible today: Robinhood Chain (one public RPC only, so no quorum of two), Dinari dShares on Arbitrum (zero volume), Swarm on Base (issuer identity unconfirmed), Securitize (below threshold). Issuers are named by their on-chain facts, never endorsed.

17/ 🧭 Then the official closing-price source and its licence, and the founding measurement: the share of overnight and weekend sessions beyond one and five percent, with the count behind each share.

18/ 🛡️ Ukemi 🌐 https://t.co/Deqzsjgj0d
Ukemi is the attested measure of liquidation exposure on a lending venue: a book read at one declared block, the oracle price path the protocol consulted, and a conformal upper bound on the amount liquidated, per stratum, with residuals. Read-only. Never a probability of being right.

19/ 🧪 In progress: the calibration course on one recorded episode is closed through its offline steps. Stratum 0 holds 170 calibration points; exchangeability with an earlier episode held (361 of 363 within the bound, test at five in a hundred). Strata 1 to 3 are under_calib: too few points, and it says so.

20/ ⏱️ Within 24 hours: the Chainstack reconciliation step of the course, then the commit of stratum 0 to the served class. From then on the served Ukemi answers on that stratum and abstains on the others. The verdicts 🌐 https://t.co/DV3c8cjh0K

21/ 📡 Narabi 🌐 https://t.co/5UeG49GLU9
Narabi is the freshness sensor of the fleet: it reads a served surface, checks its hash chain and its age, and writes the result as a public state. This release keeps its page and its served state; the probe and its deployment attestation are unchanged.

22/ 👥 Who Ukemi and Narabi are for. Ukemi: lenders, curators and risk teams who need an attested exposure they can recompute, not a dashboard. Narabi: anyone who serves a public record and wants a third party to say, with a hash, whether it is fresh.

23/ 🏛️ Next: we are filing our method with the SEC, as a public comment on File No. 4-927 (the Sept. 17 exemptive order on tokenized securities). We will publish the link, and the proof, in the coming hours.

24/ 🔩 One note. What you see today is the engine, built and served piece by piece, each piece verifiable before the next is added. The final product will look nothing like this. The pieces will.

Release: https://t.co/IvWxAGVMf1

[Pr1mal @Pr1mal_One]

@qNEVAdotxyz wtf

[Pr1mal @Pr1mal_One]

@usemonark Bring it on $MONARK 🔥

[Pr1mal @Pr1mal_One]

@unlockr_ dude what is the token for?

[Pr1mal @Pr1mal_One]

@unlockr_ cool but no word about your token. what's the utility?

[Pr1mal @Pr1mal_One]

@Overdose_AI @algo_cats could you add your thesis about $CHIT for OD ?