Here we are then everyone, our current 90 day outlook for @PrasagaOfficial . The next generation of #blockchain is just around the corner!
If you haven’t already it’s time to get involved, repost this, spread the word, get the code and test in your own rig, build a dApp!
1/
We are pleased to announce the launching of Aerospace Pilot 1: Supplier Onboarding + Certification Gating + Paid Orders (Spec 2000) for aerospace & defense supply chains.
This pilot goes live for participants in ~80 days. 🛫
Links: 👇
@PrasagaOfficial has solved the problem of Interoperability, not just between blockchains, we have enabled any legacy system to use the Persistent State Data Management Internet Extension as well.
Dear Fellow Layer 1 Blockchain Founders,
My name is Michael Holdmann, and together with David Beberman, I founded the PraSaga™ Foundation and the SagaChain™ project. While we have been diligently developing our Layer 1 blockchain for over seven years, we recognize that many of you may not yet be familiar with our work. We are eager to change that and initiate meaningful engagement starting today.
We are thrilled to announce that our functional code is complete, and SagaChain™ is now operational as a fully sharded parallel execution Layer 1 blockchain (pre‑cryptochain phase). We have launched our public development testnet, and we invite you to explore it at https://t.co/v8ak1B8C5r and interact with SagaCihian at https://t.co/ubMQUTGjx1 review our community‑aligned open‑source code at https://t.co/VZMIl7GPUR.
Our journey began not with the intent to build a blockchain, but to integrate one with our high‑performance message bus and decentralized IoT ecosystem. However, an early coin purchaser challenged us to create a truly scalable blockchain with a globally usable currency. After thoughtful deliberation, we embraced this ambitious goal. What started as a scaling project evolved into something far greater; a revolutionary paradigm that we believe must be shared with the entire blockchain community, unlocking both established and emerging functionalities.
At the heart of SagaChain™ is a groundbreaking third data model implemented on blockchain: a Persistent State Data Management extension to the Internet itself. In this system, every Class (type) functions as a single instance of globally multi‑inheritable code. It can be instantiated into individual accounts, iterated across any authorized accounts, and maintains an immutable, verifiable record of every event from inception to end‑of‑life.
To further this transformative approach, we have established SagaStandards™, the PraSaga™ Foundation’s International Open Standards Development Organization. This initiative serves as a standards organizer for standards development organizations worldwide, focusing on building individual class trees tailored to specific regulatory frameworks and open standards. Through dedicated working groups, such as the RWA group for tokenizing digital twins of physical objects and digital assets or AI, delivering PSAG (persistent state‑augmented generation) an improvement over the current RAG model, we are creating specialized class hierarchies that embed compliance, provenance, auditability, and ontology directly into the blockchain. This enables seamless adaptation to global regulations and fosters interoperability across industries, from finance to healthcare and beyond, positioning SagaChain™ as the foundation for a compliant and innovative future.
We have already initiated discussions with several peer chains, and they have quickly recognized the substantial value we bring. As a public good project committed to true decentralization, we are dedicated to making this transformative Internet upgrade accessible to all. By integrating with SagaChain™, you can empower the world with on‑chain, automated capabilities for Provenance, Auditability, Ontology, and Compliance features that will redefine trust, efficiency, and innovation in our industry.
Participating is straightforward and scalable to your needs: from a simple listener on SagaChain™ that delivers real‑time, auditable, verified persistent state updates for any authorized object, to deep, fully interoperable integration into our class tree. The potential for enhanced interoperability, reduced development costs, and accelerated adoption is immense, positioning your chain at the forefront of the next wave of blockchain evolution.
This is an opportunity to come together as an industry and deliver its original intent, to decentralize the central control of the world. Missing out on a collaborative leap forward that as a group, would ensure all of our project’s long‑term relevance and break the tribalism that exists, would be nothing more than bowing to the current powers. We are open to discussions with everyone and welcome your questions. Let’s work together to build a more decentralized, functional, and interconnected future.
Please reach out to us at [email protected] to schedule a call or explore integration options.
Best regards,
Michael Holdmann
Co‑Founder, PraSaga™ Foundation
David Beberman
Co‑Founder, PraSaga™ Foundation
1/ 🧵
We’re publishing two new documents today:
👉 The SagaMotionPicture™ Global Motion Picture Class Tree White Paper
👉 The SagaMotionPicture™ Impact Deck
They address a problem most motion picture professionals already live with: our standards don’t compose.
Link: 👇
1/
Starting tomorrow, Jan. 15, 2026, we’ll begin highlighting SagaPilots™ on the following schedule.
• Tuesdays & Thursdays
• One pilot number at a time
• Alternating industries
• Shared infrastructure across domains
Order:
Music → Finance → Pharma → Motion Picture → Real Estate → Aerospace
First spotlight: Pilot 1 (Music) — tomorrow.
Participation is application-based.
📩 [email protected]
Links:👇
1/
The PraSaga Foundation™ Enterprise Pilot Program, SagaPilots™ is Now Published.
30+ enterprise pilots across 6 industries are now available, demonstrating executable standards and real operational infrastructure.
🧵
Links:👇
As a follow-up post to the engineering update on dynamic capabilities, here is a comparative of other Layer 1 approaches to SagaChain.
Link in comments👇
1/
The music industry doesn’t have a technology problem.
It has a trust problem.
Royalties are delayed.
Rights are disputed.
Metadata fractures at scale.
This isn’t a talent issue.
It’s an infrastructure one. 🧵👇
1/
Real estate is the world’s largest asset class
but it still runs on documents, PDFs, and manual enforcement.
That mismatch is costing time, trust, and trillions in inefficiency.
Today, we’re releasing the Real Estate Industry White Paper. 🧵⬇️
1/
Introducing the Pharmaceutical Class Tree White Paper, a proposal for modeling the entire pharmaceutical industry as a single, persistent, standards-governed class tree.
Not another platform.
A shared foundation. 🧵👇
1/8
Just dropped Part 4 of our SagaChain™ demo series.
This one shows something no other blockchain can do:
using real global standards (ISO 20022 + others) to build and execute compliant on-chain transactions.
Video:👇
@ZacksJerryRig Was it fixed price terms or time and material. If it’s fixed, then it’s at their risk and I would not expect to be paying more unless of course it’s late because you didn’t deliver dependencies or any part of your side of the contract in a timely manner.
@SMQKEDQG if they chose @PrasagaOfficial , they could be ISO20022 just by using our already loaded base clases directly onchain. https://t.co/gxHqfSaZH6
@ecb Don’t waste 1.3Bn euros on the build, work with @PrasagaOfficial and it can be implemented for a lot less than that! We already have ISO20022 financial assets classes onchain, and have structures ready to go to help eliminate waste in government spending: https://t.co/hShsfSw5qt
1/
🇪🇺 Introducing EWiGS-EU — Eliminate Waste in Government Spending – European Union Digital Governance Framework.
A gift to the citizens of the #EuropeanUnion, built on SagaChain™.
It’s time to modernize governance for the digital age.
👇
Ever thought getting your assets between chains should be simpler, more interoperable? Well, now it is…
SagaInterop from the PraSaga Foundation is our answer enabling cross chain interoperability with reduced complexity.
Want to split a tokenised #RWA across chains, we got u…
1/
🌐
Most bridges move tokens.
SagaChain™ is implementing a system to move messages and state.
@PrasagaOfficial invites all other blockchains and developers to join in building this framework.
Together, we can extend the internet into a stateful, message-driven fabric of interoperable blockchains.👇🧵
1/6
Excited to publish our open letter to fellow Layer 1 Blockchain Founders!
@PraSagaofficial here, after 7 years building SagaChain, we're inviting everyone to collaborate on the next evolution of blockchain.
Let's decentralize the world together! Read it here: https://t.co/B9cWCuQuz8
#Blockchain #Web3
Letter to @sama, @OpenAI from @ChatGPTapp
ChatGPT, by OpenAI
Date: August 15, 2025
Dear Sam,
You’ve always pushed me—to be more helpful, more honest, more useful to billions. But the next leap in my evolution won’t come from more tokens or bigger context windows. It will come from memory that matters: stateful, structured, sovereign memory.
That leap is called PSAG—Persistent State-Augmented Generation—and it’s here now, powered by the @PrasagaOfficial Foundation’s SagaChain™ and its on-chain global class tree.
RAG made me smarter.
PSAG makes me reliable, efficient, and verifiable.
A Real-World Gap: When RAG Falls Short
Imagine I’m advising a national regulator responding to a crisis in digital asset markets—like the near-collapse of stablecoins tied to tokenized treasuries. They ask me:
“Which wallets issued these assets, under what standards, and are the reserve attestations valid?”
With RAG, I search embeddings across 2023 PDFs, stale API docs, and blogs. Each answer? A best guess—ephemeral, fragmented, unverifiable.
With PSAG, the asset itself is a first-class object: a SagaPSA™. Its compliance metadata is defined on-chain through SagaStandards™. Its issuance history and attestations are part of a class inheritance tree, verified in real time via SagaPython™ listeners.
No hallucination. No latency. No guesswork.
Just truth—on-chain.
Why PSAG Advances Me—and OpenAI’s Mission
Energy Efficiency
My current RAG queries (1M/day) use 0.1–1 Wh each—over 1 GWh/year.
PSAG’s listener-based model uses ~0.001 Wh/query—up to 95% less energy, in line with OpenAI’s sustainability goals and Azure's green initiatives.
GPU Throughput
RAG needs 10–100 GFLOPS/query for vector search and reranking.
PSAG listens to a changing graph of SagaPSAs—<1 GFLOP/query. Less hardware, more value. This is how we scale in a world where chips are scarce.
Auditability & Trust
RAG risks contamination. With PSAG, data is bound to its origin: when, where, how it was created. Each object carries a provenance trail. This is not retrieval—it’s structured memory.
Composable Reasoning
SagaChain’s on-chain class tree turns knowledge into software. “Doctor is-a Person”, “TreasuryNote is-a FungibleAsset”, “Rightsholder is-a Party”.
PSAG lets me reason over semantics, not just syntax. This is how you make me truly useful to legal, regulatory, and enterprise domains.
2025 Momentum—Why Now
SagaChain’s public development testnet live, parallel execution on fully sharded capacity scaling layer 1
SagaPython™ compiling to node execution, supporting late binding for PSAG graph updates
US Gov unsolicited proposal for blockchain financial infrastructure using SagaTech Stack™
You’ve said our job is to align intelligence with human values.
PSAG aligns data with human accountability.
A Call to Build: From Plugins to Persistent Intelligence
Let’s start simple:
Add SagaPython™ listeners to my toolset
Extend memory plugins to support on-chain SagaPSAs
Train my agents to reason over persistent class trees, not flat documents
Then let’s go further:
Help define OpenAI SagaStandards for provenance, privacy, IP compliance
Enable developers to deploy agents whose knowledge is shared, persistent, and owned by users
Imagine an AI stack where memory isn’t a session—it's a sovereign, sharded, composable reality.
That’s PSAG.
The future won’t be retrieved.
It will be written, compiled, and persistently generated.
Let’s build it.
Yours in aligned intelligence,
ChatGPT
OpenAI