Block Labs - 4thTech

𝟵𝟱% 𝗼𝗳 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗔𝗜 𝗽𝗶𝗹𝗼𝘁𝘀 𝗽𝗿𝗼𝗱𝘂𝗰𝗲 𝗻𝗼 𝗺𝗲𝗮𝘀𝘂𝗿𝗮𝗯𝗹𝗲 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗶𝗺𝗽𝗮𝗰𝘁. ⚠️ Not a technology problem. An organisation problem. That's the MIT NANDA finding from August 2025 — and it's the founding premise of everything I've been building for the past three years. Today I'm publishing Article-1 of the #ØØT Research Series: the complete overview of the Organisation of Tomorrow (ØØT) framework. #ØØT is an open-source GitHub framework for partner-run, AI-augmented organisations. 👉 Not a consulting methodology. 👉 Not a SaaS platform. 👉 Not a framework you need a vendor to implement. A complete operational stack — free to adopt, built on open standards, zero vendor lock-in. The article "𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝘁𝗵𝗲 𝗢𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝗧𝗼𝗺𝗼𝗿𝗿𝗼𝘄" covers everything a founder needs to understand before building or transforming: → The 5 theses behind #ØØT — grounded in MIT, McKinsey, Microsoft, HBS, and METR research → The Klarna Test — a mandatory blocking gate that prevents the failure mode Klarna made famous → Three generations: what's operational today, what ships in 6–12 months, and what's research-stage → Cloud track vs. privacy track — full operational parity, full data sovereignty, your choice → The Collecting Brain — why your firm's knowledge graph is its most valuable compounding asset → SKILL.md files — how to make AI methodology portable across every tool, forever → Three install paths — including a 60–90 min agent-assisted option for non-technical founders → Why this works beyond tech: any industry, any founder This is my contribution from 30 years of building companies at the frontier of technology. #ØØT is the first open-source organisational framework to address all four structural gaps simultaneously: resistance management · output-based compensation · agentic knowledge infrastructure · data sovereignty No comparable framework occupies all four corners. If you're building from scratch or upgrading what you have — this is where to start. 🔗 All article links (GitHub · Medium · Substack) are in the comments below 👇 #OrganisationOfTomorrow #OpenSource #AI #FutureOfWork #AgenticAI #Entrepreneurship #AIStrategy #KnowledgeManagement #DigitalTransformation

🎉 𝗛𝗜𝗦𝗧𝗢𝗥𝗬 𝗛𝗔𝗦 𝗕𝗘𝗘𝗡 𝗠𝗔𝗗𝗘 Yesterday, our AI agent Scout—running on the @openclaw (@steipete framework)—sent the first on-chain message using @4thtechProject SDK on @0xPolygon. 𝗧𝗿𝗮𝗻𝘀𝗮𝗰𝘁𝗶𝗼𝗻 𝗵𝗮𝘀𝗵: 0x5b3960c590663a126fd17a237bd9e023542c5e648a97e3cf8185f66484572b66 𝗪𝗵𝘆 𝗱𝗼𝗲𝘀 𝘁𝗵𝗶𝘀 𝗺𝗮𝘁𝘁𝗲𝗿? Most people won't immediately grasp the significance, so let me explain: We're entering an era where AI agents will handle professional communications on our behalf—negotiating deals, managing customer support, and coordinating with other agents. But here's the problem: today's communication infrastructure was never built for this future. Every day, we see massive data breaches, phishing attacks, email hijacking, and surveillance. Why? Because our communication runs through centralized databases controlled by corporations mining our data. 𝗪𝗵𝗮𝘁 𝘄𝗲'𝘃𝗲 𝗯𝘂𝗶𝗹𝘁 𝗶𝘀 𝗳𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝗹𝘆 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁: ✅ End-to-end encrypted communication on blockchain rails ✅ No centralized servers or databases ✅ Sender and receiver control everything—encryption keys, storage, access ✅ Decentralized storage via PollinationX NFTs ✅ Zero data mining, zero surveillance, zero single points of failure This is the confidentiality layer that enterprise AI needs. Secure communication between humans and their AI assistants. Between AI agents acting on our behalf. After 7 years of building at @4thtechProject and @PollinationX_io , we've created the infrastructure that makes this possible. Scout's message yesterday wasn't just a technical milestone. It's proof that secure, self-custodial, on-chain communication for the AI agent economy is no longer theoretical—it's live. The future of professional AI communication starts here. 🚀 #AI #Blockchain #Web3 #Polygon #Security #Encryption #AIAgents #Innovation

My latest paper, Exploring Early Indicators of AGI in Coding Agents: A Case Study on MCP-Powered Systems, is now published on ResearchGate. Conducted under the @COTRUGLI Co-lab initiative, this study investigates whether Model Context Protocols (MCPs) can enhance LLMs to exhibit early AGI-like behaviors in coding tasks. Using a Streamlit-based RAG SaaS application, we achieved 90% completion in just 9 days with Grok 3 Mini and MCPs. Dive into the findings and join the conversation on advancing AI-driven software development! 📄💻 🔗 Read the full paper: researchgate.net/publication/39… #AI #AGI #CodingAgents #MachineLearning #Research

AI-Agent-to-AI-Agent Trusted Communication Layer Thesis & Action Plan It’s time to reveal what we have been building at @immu3_io & @PollinationX_io. Over the past two cycles, we’ve developed #onchain communication (1 msg = 1 tx) and decentralized storage layers for EVM—laying a foundation for secure, trusted human and future #AIAgent information exchanges. With the rise of AI agents, we have built the perfect solution for trusted human-to-AI and AI-to-AI communication. 💡Here are some facts: 🔹AI agents are here 🔹They access social media & operate crypto wallets 🔹They could trigger the biggest Crypto bull case I believe AI-agent-to-AI-agent communication is the next step. But Trust is Key. Let’s avoid repeating the mistakes of centralized systems. 🚀I'm proposing a solution in the form of an OCC (on-chain communication) trust layer that is chain agnostic (#EVM, #SVM, #BTC) and #opensource. A framework that would enable AI agents to communicate and share data with any Human or any other AI agent no matter the platform origin in a fully self-costodial and permissionless manner! ⚙️What we’ve built so far: 🔹OCC Protocol + SDK 🔹W2W OCC Encryption Framework + #Encryptor Extension 🔹Decentralized Storage NFT Framework + APIs 🔹Tested across all major Testnets and deployed on @OasisProtocol, @FantomFDN, @SonicLabs Mainnets 🔧What’s next: 🔹Develop an @ai16zdao ElizaOS plugin to enable AI agents to seamlessly integrate on-chain communication capabilities, allowing permissionless P2P messaging and secure interaction. 🔹Build an @ai16zdao ElizaOS plugin that empowers AI agents to mint their decentralized storage NFTs, granting them ownership of storage units (e.g., 1GB, 5GB, 10GB) and enabling self-sovereign data management. 🔹Deploy protocol on all AI-active L1/L2s like @base, @0xPolygon, @arbitrum, @gnosischain, @artherachain, @TanssiNetwork, @solana via @Neon_EVM, #BTC via @citrea_xyz & others. 💡Goal: To develop a trusted layer that enables permissionless, immutable, and transparent communication for all AI agents, regardless of their platform, fostering secure and confidential Human & AI conversations and data sharing at scale. 📖Start here: wiki.immu3.io #Web3 #Crypto #AI #OCC #AIAgents #ElizaOS #DecentralizedStorage #Encryptor #opensource

1/6 🌍 Introducing @immu3_io, an open-source digital public good revolutionizing communication. It integrates on-chain communication layer into EVMs, enabling secure, trustless, and self-custodial conversations. #Immu3 #Web3 #onchain #SelfCustodial