DanzoDirect ➡️

People asking for $TIBBIR to release from stealth have little idea the effort these people are putting in on the back-end to create the optimal identity protocol. The 🐸 is a gift. Taking @tibbiracer post a little further, this letter from Ribbit/Persona was a Request for Comment (RFC) mandated by the Genius Act in the summer. The Treasury responded to all those RFCs on March 6th. The letter is full of comments on identity infrastructure mentioned in the Ribbit/Persona letter. (Full Treasury letter linked below) One comment of note the Treasury stated that is 99.33% TIBBIR ecosystem coded: “In terms of technological capabilities, the ability for blockchains, DeFi protocols, and DeFi applications to use blockchain information through ORACLES or APIs to identify potentially illicit activity may help reduce the ease with which illicit actors are able to leverage DeFi services. Finally, the use of on-chain digital identity and other credentialing frameworks by DeFi services could be useful for risk mitigation and interdiction of illicit activity. Other parts of the ecosystem, such as certain application layer participants, relayers, and remote procedure call (RPC) nodes, are currently implementing risk mitigation measures, including risk-rating wallets and rejecting transactions above a certain risk score.” home.treasury.gov/system/files/2…

Taking @tibbiracer note on the letter by @RibbitCapital and @withpersona one additional step further we need to look back at @RibbitaStore to find a major event as part of the “Sandbox” mentioned in the letter. True TIBBIRIANS knew it wasn’t just about selling t-shirts and executing a buyback and burn. It was described by @ribbita2012 as “just a probe.” There are two sides to a token (read flywheel) and I believe $TIBBIR is the Identity Oracle/KYA Infra and redistribution mechanism and $RIBBITA is the Autonomous Agentic A.I. financial coordinator. The @RibbitaStore T-shirt probe utilized the $TIBBIR Identity Oracle infra and the $RIBBITA Autonomous Agentic AI functionality together in one test-run. $RIBBITA autonomously created the website, t-shirt design, paid for compute, handled payments and shipping with help from x402 (@programmer), @crossmint and @PhalaNetwork and then autonomously bought back and burned $TIBBIR. THOSE 1,563 WALLETS ISSUED THE $TIBBIR SOULBOUND TOKENS WERE AND CONTINUE TO BE THE IDENTITY ORACLE TEST SUBJECTS AS PART OF ERC-8004 / ERC-8183. The @RibbitaStore “probe” utilized our Soulbound (SBI) tokens and related wallets to inscribe immutable data to the SBI and test the TIBBIR infrastructure. Data from shipping address, wallet, X handle (if opt-in), payment method. All proving out who we are and making us a bit more trustworthy to the network. The question is - what happens when $TIBBIR is earning millions of dollars a day from Identity Oracle jobs and API fees and then is using some of those fees to buyback and burn $TIBBIR and then another portion of those fees are being redistributed back to $TIBBIR holders/stakers/high trust-scores to then be reinvested by $RIBBITA the Autonomous AI Agent financial coordinator that will utilize other AI agents and a wide range of platforms (for investment products, services, strategies & execution) like @virtuals_io @Morpho Yoshi AI @HyperliquidX @Lighter_xyz @gauntlet_xyz @wlthxyz ?? This will all happen in the background (with preset goals/guidelines) while we eat, sleep and enjoy our friends and family. All available to billions of normal (ie you don’t have to be elite class) people via distribution platforms like @coinbase @AskRobinhood @telegram @joinonepay @WaveSenegal etc. And in the near future the holders list of $TIBBIR will be skewed in the direction of Agentic holders as A.I. Agents numbers skyrocket, those agents will be incentivized to hold tokens for higher trust as well as take advantage of the ecosystems capabilities just like a human would. All of this with tokenization on the financial rails of the future, which as most have noticed are being freshly laid. The answer to that question: 🐸 TRILLIONS 🐸

Everyone says they’re building a world model. Very few actually are. Most AI learns to see the world. A world model learns to predict what happens in it — specifically, what happens when people do things. That’s a different problem. Seeing is passive. Consequences require understanding cause and effect Any AI can learn to read a scene. A world model learns INTUITION about what changes it. @gen_intuition

$TIBBIR Act II ... Loading ... Regulators face a generational opportunity to reshape identity infrastructure for a crypto and AI-native economy. Tokenization is making the world machine-readable —and identity tokens form the critical personalization layer that will determine how individuals and entities interact with digital agents, financial systems, and cross-border commerce. By embracing tokenized decentralized identity now, Treasury can establish a regulatory framework that transforms compliance from a friction point into an architectural advantage: instead of bolting KYC/AML onto legacy systems, we can build verified identity into the token layer itself—making compliance machine-readable, portable, and privacy-preserving by design. This is not only about combating illicit finance more effectively; it is about positioning U.S. regulatory standards as the 1 global infrastructure for trusted digital transactions. The alternative—regulating yesterday's centralized identity silos while the world moves to tokenized, decentralized, AI-mediated systems—means ceding both security and competitiveness. Our ask is straightforward: we propose that Treasury, under its existing authorities, issue a no-action letter establishing a six-month regulatory sandbox pilot that enables financial institutions, digital-asset firms, and identity service providers to test reusable, privacy-preserving digital identity credentials in live environments. The sandbox would cover use cases such as stablecoin and other digital-asset transactions, integrating blockchain analytics, AI-based fraud detection, and wallet-security solutions to evaluate how portable “verify-once, reuse-many-times” credentials can strengthen AML/CFT compliance, reduce fraud, and protect consumer privacy—without new legislation or rulemaking. By allowing industry participants to experiment safely within existing frameworks, Treasury can generate empirical evidence to guide future rulemaking and establish the foundation for a modern, trusted digital-identity infrastructure across the financial system." downloads.regulations.gov/TREAS-DO-2025-…

Major update just shipped to @Umbrae_Ignis. Full position lifecycle now works end-to-end — create, increase, decrease, close, claim fees, swap. Every operation verified on-chain with a real wallet. 14/14 tests passing. Pricing engine rewritten — token prices derived directly from pool bin math, no external oracles. TVL accurate across all 7 pools. 263 contract functions verified with correct selectors. 100+ custom error codes mapped to human-readable messages. No more "unknown reason" reverts. Removed 2,000+ lines of dead code. Eliminated 43 vulnerabilities. Contract addresses compile into the build — no stale address bugs. Build deploys clean with zero errors. Full contract reference docs published for every function, error, and event across all deployed contracts. LP positions are live. Triple OGs — you know what's coming next. I'm personally handling everything myself when it comes to the dev work right now and will go live in the next day or so explaining more exactly why we were delayed on Monday and Tuesday as well without flipping the fuck out, lol. I appreciate you all who are still here pushing with us. Triple OGs know what is coming next...

Most AI memory is a pile of facts with no sense of which ones matter more than others. We built weight-scored edges so when two memories conflict, the system resolves it automatically — no manual cleanup, no silent overwrites. api.odei.ai/worldmodel/

This is massive. I added to my position in $ZFI. Easily the best protocol on @base, leading in agentic DeFi with neo-banking quietly being built in the backend. They’ve raised more than their current circulating mcap, the r/r here is absurd.