Sehdev Rajak

@ben10_6095 @ritualfnd @ritualnet @joshsimenhoff @Kash @jez @0xMadScientist @dunken9718 Gritual buddy

@ritualfnd When Ritual's nodes run AI inference, the execution logs and results get written to Arweave's permaweb where they can't be altered or deleted\.@ritualnet @joshsimenhoff @Kash\_060 @Jez\_Cryptoz @0xMadScientist @dunken9718

@AbrahamJT9 @0xMadScientist @Jez_Cryptoz @cryptooflashh @Majorproject5 @dunken9718 Gritual buddy

The partnership between Ritual and Arweave is a strategic integration focused on combining decentralized AI computation with permanent, immutable data storage. Short Info on what Arweave is all about Arweave is a decentralized data storage network. Unlike traditional cloud services prone to centralization risks, Arweave ensures that data is immutably stored and censorship resistant. It is built to create a permaweb which means a permanent, decentralized layer for applications and documents that ensures data immutability. Announced in early 2024 as part of Ritual's ecosystem expansion, this collaboration addresses the critical need for verifiable and permanent AI provenance. Key Pillars of the Partnership ❖Immutable AI Logs❖ Ritual utilizes Arweave to store the execution logs and results inferences of AI models. This ensures that the proof of compute generated by Ritual's Infernet nodes is permanently recorded and cannot be altered or deleted. ❖Model Provenance❖ By leveraging Arweave’s permaweb, developers can track the entire lifecycle of an AI model from its initial training data and weights to every update,providing a transparent audit trail. ❖Developer Tooling❖ With the release of an open source tool, such as the pyarweave library,this partnership helps developers to seamlessly bridge data between the Ritual network and Arweave's permanent storage. By storing model data on Arweave, @ritualnet ensures that AI generated decisions are transparent and verifiable, preventing the black box problem often seen in centralized AI providers. The first partnership I talked about 👇🏿 👇🏿 x.com/Abrahamjt9/sta… The second Partnership I talked about 👇🏿 👇🏿 x.com/Abrahamjt9/sta… Read more about RITUAL X ARWEAVE 👇🏿👇🏿 ritual.net/blog/arweave @ritualfnd

@Devarshi8539 Gritual buddy

Inside the Ritual Stack #4 - Arweave An earlier integration that’s still an important piece of the architecture. Ritual partnered with Arweave to bring permanent, decentralized storage to the AI stack. Here’s the idea.. AI systems generate critical assets: • models • training data • embeddings • proofs and metadata Storing these on centralized servers creates trust and availability risks. Arweave solves this by providing permanent decentralized storage. In the Ritual stack: → AI models can be uploaded and retrieved by Ritual nodes → proof artifacts and metadata can be stored immutably → vector database data can remain verifiable and tamper-proof This unlocks things like: • model versioning & provenance • verifiable AI computation • permanent storage for ZK artifacts • immutable data for RAG pipelines The roles are simple: Ritual runs the AI models Arweave preserves the data and artifacts making AI verifiable and permanent. @ritualnet @joshsimenhoff @Jez_Cryptoz

@_QtyJ @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 Gritual buddy

@SehdevRajak @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 grituaaaal

Gritual family @ritualnet @ritualfnd Day #26 Siggy weaving Rituals.

@catz_web3 @ritualnet @dunken9718 @0xMadScientist @Jez_Cryptoz Gritual buddy

gRitual Siggy is sad because he couldn't participate in events last night 😢 Don't forget to participate in the events tonight in the @ritualnet Discord🙇‍♂️

@v_3394 @ritualnet @Jez_Cryptoz @SaintLee04 @joshsimenhoff @ericgudboy Gritual buddy

[ RITUAL ART #9 ] Đầu tuần nhiều năng lượng nhé ace @ritualnet Cùng lên kế hoạch và Phấn đấu đạt được mục tiêu tuần này nhé GRitual #Siggy #Web3

@tutufly_yy @joshsimenhoff @dunken9718 @cryptooflashh @0xMadScientist @Jez_Cryptoz Gritual buddy

What if blockchain security and user authentication felt as intuitive and trusted as the tools we already use every day? As the technology behind blockchain and other decentralized systems evolves, developers are working to not only make the systems more powerful but also more practical for everyday usage. One of the biggest obstacles with implementing modern security standards within a smart contract system has always been balancing that with efficiency. This is when the innovation behind @ritualnet @ritualfnd and its EVM++ enhancements truly begins to shine. 1. Bringing Modern Cryptography on Chain With the addition of EIP-665, Ritual now includes support for Ed25519 signature verification with the introduction of a precompile contract. Ed25519 is already an integral component of secure internet protocols and communication tools. As such, it is one of the most trusted public-key signature systems available. By allowing it to be used within the execution layer, Ritual is helping to bring traditional digital security mechanisms into the realm of decentralization. 2. Faster and More Efficient Verification The ED25519VFY precompile now enables smart contracts to perform signature verification in a much faster and efficient manner. No longer will developers have to rely on complicated code to perform the process. Instead, the new system will make it much easier to perform the validation process without affecting the performance of the decentralized applications. 3. Expanding What Developers Can Do By allowing developers to use widely accepted cryptographic systems, Ritual is helping to bring new opportunities to the table. Developers can now build applications that are much easier to integrate with other authentication systems. This is just another step forward for Ritual, as it continues to build on the concept of a much more expressive execution layer. Strengthening the foundation of intelligent blockchain systems: The addition of EIP-665 and other features to EVM++ demonstrates Ritual Net’s dedication to improving the functionality of intelligent blockchain systems. The intention is not only to improve the functionality of these systems but also to make decentralized applications more secure, user-friendly, and accommodating to the needs of contemporary users. As the digital world becomes increasingly interconnected, systems that leverage cutting-edge cryptography and flexible blockchain technology are set to become an essential part of the digital future. This is particularly evident with the introduction of Ed25519 support in Ritual Net #gRitual

@_QtyJ @0xMadScientist @dunken9718 @mongdiny7 Gritual buddy

Knowing What You Know Is Not Enough: Large Language Model Confidences Don’t Align With Their Actions 🔹Large language models (LLMs) often report confidence scores for predictions, but do those confidences match how they actually behave in interactive tasks? This paper finds a striking mismatch between what LLMs say they know and what they do. 🔹This is where Ritual Foundation comes in: by tracking the provenance, history, and ownership of AI models on chain, Ritual enables verifiable confidence and accountability, bridging the gap between what a model “thinks” it knows and what it actually does. LLMs often act differently than their confidence suggests. Ritual Foundation fixes this by tracking AI provenance on chain, making model behavior verifiable and accountable. ➔ X: @ritualnet / @ritualfnd @joshsimenhoff | @Jez_Cryptoz

@RitualistAman @ritualnet @Jez_Cryptoz @joshsimenhoff @0xMadScientist @cryptooflashh @ritualcommunity Gritual buddy

@SehdevRajak @ritualnet @Jez_Cryptoz @joshsimenhoff @0xMadScientist @cryptooflashh @ritualcommunity Gritual Buddy

Gritual 💚 Wishing everyone a happy new week from me & Siggy. @ritualnet @Jez_Cryptoz @joshsimenhoff @0xMadScientist @cryptooflashh

@Sabitbroo @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 Gritual buddy

@SehdevRajak @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 Gritual buddy

@0ximbalance @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 Gritual buddy

@SehdevRajak @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 Grirual mateee

@AdewoyePraise @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 Gritual buddy

@SehdevRajak @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 gritual champ

@Web3joshy @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 Gritual buddy

@SehdevRajak @ritualnet @ritualfnd @0xMadScientist @Jez_Cryptoz @dunken9718 gRitual Sehdev

@yetecevm @ritualnet @ritualfnd @Jez_Cryptoz @joshsimenhoff @0xMadScientist @cryptooflashh @dunken9718 Gritual buddy

gritual gsiggy stay consistent with ritual 💚 sailing on the cursed sea @ritualnet | @ritualfnd | @Jez_Cryptoz | @joshsimenhoff | @0xMadScientist | @cryptooflashh | @dunken9718 |

@Ashishc96927071 @ritualnet Gritual buddy

The @ritualnet - Most blockchains were designed for financial state machines. Balances change. Transactions settle. Rules stay deterministic. But AI introduces a new type of computation. And that’s where @ritualnet comes in. 1. Traditional chains assume something simple Every validator replays the same logic. That works when computation is small and predictable. AI workloads break this assumption. Models require large compute and specialized hardware and non trivial inference pipelines. 2. Instead of forcing AI to fit traditional blockchain execution. Ritual redesigns the execution environment itself. It introduces a purpose built Layer 1 where AI operations become native system capabilities. Not external services. 3. That’s why the chain includes infrastructure like. • AI optimized execution environments. • Native HTTP model calls. • Heterogeneous hardware support. • Verifiable outputs through cryptographic proofs. The chain understands AI workloads directly. 4. This transforms how developers interact with intelligence. Code does not just call an API. Smart contracts can trigger model execution as part of application logic. Meaning code can literally speak to models. 5. The other half of the system is verification. Models do not just generate outputs. Their results can be cryptographically validated before becoming part of on chain state. So intelligence becomes auditable infrastructure. 6. If successful this architecture does something bigger than integrating AI. It introduces a sovereign execution layer for intelligence. Where code can ask questions and models can answer directly on chain. @ritualnet @ritualfnd

@candy__xx44 @Jez_Cryptoz Gritual buddy

Sometimes the most peaceful moments come from the simplest rituals sitting quietly with a ball of yarn, creating something stitch by stitch 🧶 Inspired by a cozy crochet moment this little kitty captures that calm focus and gentle magic of the ritual 🐱💚 Because sometimes art begins with patience intention and a little warmth in every thread @ritualfnd

@0ximbalance @ritualnet @ritualfnd Gritual

AI just got sovereign. Welcome to Ritualnet. @ritualnet | @ritualfnd

@Sabitbroo @ritualnet Gritual buddy

Entering the Siggy Soul Forge to build our Own Siggy AI for @ritualnet our work is going fine till now. But we want your Help...... We want to make this As good as posible. USE it and Give us suggestions.Tell us what we can add to improve it. siggybai.vercel.app Special Shoutout to my Team members @aliorbz and @0xxahid for building this product #EngineerSiggysSoul @Jez_Cryptoz @joshsimenhoff @0xMadScientist @dunken9718

@yourinuu Gritual buddy

@SehdevRajak gRitual broo

AI can write code now. The problem is… it can also confidently break your entire system. That’s exactly what the next Ritual Academy session is digging into. How do we actually trust code written with AI? How do we build systems where “it compiles” doesn’t mean “it’s safe”? Ritual Academy #5 will dive into correctness oriented programming with AI together with researchers from the University of Maryland. Less hype, more real engineering problems. If you’re building with AI or even just curious where this space is heading, this one is worth tuning into. March 8 20:30 TRT | 18:30 CET | 12:30 PM ET | 17:30 UTC Live on @elifhilalumucu . | @ritualnet | @ritualfnd | @joshsimenhoff