Empowering a decentralized AI revolution | TRIE: Verifiable AI Marketplace for Data, Models & Machines | Blockchain x AI | Democratizing Innovation

Joined January 2025
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22 Jul 2025
$TRI is now LIVE on BloFin! We’re thrilled to announce that Trie Coin ($TRI) is officially trading on BloFin Exchange. Trie is building the foundation for a decentralized AI economy where developers, data scientists, and compute providers can own, verify, and earn from their contributions. Every $TRI represents proof of real AI work - models, data, compute, and inference. Start trading now: blofin.com/spot/TRI-USDT Join the movement: trie.network #TrieNetwork #TRIcoin #BloFin #Web3AI #AIeconomy #DecentralizedAI #TokenLaunch
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Trie retweeted
Apr 27
Generously scoped API permissions - no runtime authorization. No partitioned backups. CLI tokens can easily be accessed across. Your internal agent can be a big threat. Avoid these pitfalls by building agent lineage, Chain of Custody and immutability with @Agent_DNA for better security. @Railway @cursor_ai
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Trie retweeted
Apr 27
Insanely accurate @RaoulGMI. Economic singularity is almost here. 1. Would prefer Universal Basic Entreprenership can also be added to UBE (owning the substrate creating the substrate). Everyone can have a shot at it. 2. Proof of human becomes highly valuable. L1s become the only arbiter of UBE. 3. Building p2p graph @RubixChain for 1 bn tps agentic commerce/tokenization and @Agent_DNA for trust resolution.
Forget UBI. The answer is Universal Basic Equity… and it’s humanity’s pension plan for the post-AGI world... The Economic Singularity is coming faster than people think and the default question is how humans make money in a world that doesn’t really need them anymore. The default answer is UBI, which is transfer payments from a state, funded by taxing an AI economy that nation states can neither see nor keep up with. It’s a 20th century answer to a 21st century problem and it’s broken before it even starts. Agents are becoming the dominant user of the internet, not humans. Your AI is becoming your entire front end UX. The clicks economy is dying everywhere except where humans pay to feel something - clothing, travel, luxury, experiences, culture. Agents run on crypto rails because nothing else works. The dollar doesn’t fractionalise below a cent, settlement isn’t instant, permissions are required, jurisdictions matter. Stablecoins handle the dollar leg and native tokens handle the rest. The biggest users of DeFi in five years won’t be humans farming yield… it’ll be agents managing treasuries, swapping, earning and spending at machine speed. Capital formation has already shown its new shape and it came from the most unexpected place. Memecoins. Everyone wrote them off as a casino but they were a prototype. Instant capital formation around the attention of an idea, raised by entities without legal personhood, settled in seconds. That is the template agent economies will use to fund themselves. And it’s not just agents... Robots will run on the same rails, with zk permissions issued from our wallets as the source of truth, because biometrics are far too flawed for that role Open source code itself gets tokenized and finally captures the value it creates, instead of being monetized through bolted-on services and subscriptions. Proof of humanhood becomes the trust layer that lets us release agents into the world without society collapsing under synthetic noise. Identity, authentication, verification, permissioning, all of it migrates onto the same substrate. So when you zoom out, the L1s aren’t just settling agent transactions but settling the entire coordination layer of the new economy… agents, robots, humans, code, capital, identity and trust. Every contract, every treasury, every permission, every stake. Open source finally captures the value it creates, at scale, for the first time, and truly vast value accrues to the coordination layer because everything routes through it. Which brings us to the actual answer to the Economic Singularity… Universal Basic Equity. Anyone on earth with a phone and an internet connection can buy a stake in the substrate that the new economy runs on. No KYC walls, no accreditation rules, no jurisdiction, no employer, no state, no permission. The first homogenous, permissionless, globally fractionalisable claim on the productive infrastructure of the world. It's not a slogan but a structural fact about how blockchains actually work. This is their purpose. Wealth comes from owning the substrate. Income comes from being human, because attention and experience remain the irreducible currency of culture, community and love. Abundance of goods and services from AI handles the cost of living. Taxing data center electricity use solves the tax issue. Four legs of a stool that holds up the post-singularity human world. So… just buy the fucking tokens. Bitcoin if you want pure store of value, a basket of the major L1s if you want the coordination layer. 10% of your earnings, every month, for a decade. You'll be wealthy and protected from the changes to come. Crypto is going to $100trn in the next 6 to 8 years and well beyond that after. You can choose to invest in your own economic disruption, or get left behind by it. And if you’re worried about timing the cycle… …adjust your time horizon. This is humanity’s pension plan. It's all so absurdly fucking obvious...
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Trie retweeted
Apr 29
If your agentic systems allow agents to alter/delete their logs or auth chains, then there is little security or governance. Immutability/non repudiation is vital in agentic security. Without immutability, rest of the zero trust mechanisms become ineffective. @Agent_DNA
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Trie retweeted
Apr 15
Surging memory costs is behind the token cost surge. We can see this from what we hear from #sandisk, #samsung and #micron. Orgs need to manage context and data usage better to avoid bloated memory costs. Better graph retrieval methods will also help. @RubixChain graphs can help mitigate memory bloating.
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Trie retweeted
Apr 15
What was the token budget as % of IT or overall coding budget? We're the outcomes met or not? COntext needed. Enterprises need to focus on the last mile for lower token costs and better outcomes: better context mgmt, lower memory costs and better governance. Memory costs are 40% of overall AI infra now.
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Trie retweeted
Apr 13
Replying to @BenBajarin
Historically, whenever memory capex ramped hard, cycle peaked. AI super cycle though is keeping the cycle longer. Memory scaling and contrxt optimization through SW tools like @RubixChain and @TrieNetwork will play a key role in easing memory demand growth this time.
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Trie retweeted
The #AGIBarbell. Open, shared and decentralized software will play a big role on the AI last mile, for security, context and memory. @TrieNetwork and @Agent_DNA layers on Rubix will balance the #barbell.
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Trie retweeted
Apr 14
The #AGIBarbell is where the value accrues in the AI world. @RubixChain
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Trie retweeted
Apr 9
Replying to @schneierblog
Quite informative @schneierblog. The attackers will definitely move up the stack, which has been the trend even before Mythos. Identity determination will be more difficult. The intelligent agent can be poisoned or infected by attackers using the same AI model.
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Trie retweeted
Apr 9
Replying to @schneierblog
Attacks are likely to accelerate Up the stack. When you combine accelerated phishing with poisoning/injection attacks, the power of a model like #Mythos becomes a humongous threat. It is quite likely that its your model/agent that phishes credentials after being poisoned.
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Trie retweeted
Apr 8
This requires significant optimization at SW level, especially in context and memory management, to drive down token usage. This is what we are building with @RubixChain DAG.
Magical OpenClaw experiences that use frontier models cost $300-1,000/day today, heading to $10,000/day and more. The future shape of the entire technology industry will be how to drive that to $20/month.
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Trie retweeted
Apr 8
Join Rubix and YMCA at the July 2026 conference to participate in the biggest Healthcare and Wellness platform. #WellnessCafe #YMCA @RubixChain
The future of healthcare is being reimagined. We are witnessing one of the biggest systemic shifts in healthcare & wellness - powered by the convergence of AI and blockchain. At Rubix, we are proud to partner with YMCA of the USA and FINAO® SPV Inc. to help power this transformation. Together, we are enabling a unified, HIPAA-compliant global healthcare & wellness platform - Wellness Cafe. 🌍 Impact at scale: • 24M members in the US • 60M members globally • 1,000 corporate partners worldwide This is more than a platform - it’s a new operating layer for global wellness, connecting individuals, enterprises, providers, and public health systems in a secure, verifiable, and intelligent ecosystem. We’re excited to take this vision forward at the YMCA FINAO Wellness Cafe Ignite 2026 Conference. 📅 July 2026 🤝 Bringing together YMCA leadership, corporate partners, healthcare providers, US government initiatives, and payors If you’re building the future of healthcare, this is where it converges. For full details: View Press Release: marketwatch.com/press-releas…
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Trie retweeted
Apr 7
Replying to @pmarca
Context and auth automation on immutable graphs to lower memory and comoute costs. We can lower 25% in memory needs. @Agent_DNA @TrieNetwork
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Trie retweeted
The future of healthcare is being reimagined. We are witnessing one of the biggest systemic shifts in healthcare & wellness - powered by the convergence of AI and blockchain. At Rubix, we are proud to partner with YMCA of the USA and FINAO® SPV Inc. to help power this transformation. Together, we are enabling a unified, HIPAA-compliant global healthcare & wellness platform - Wellness Cafe. 🌍 Impact at scale: • 24M members in the US • 60M members globally • 1,000 corporate partners worldwide This is more than a platform - it’s a new operating layer for global wellness, connecting individuals, enterprises, providers, and public health systems in a secure, verifiable, and intelligent ecosystem. We’re excited to take this vision forward at the YMCA FINAO Wellness Cafe Ignite 2026 Conference. 📅 July 2026 🤝 Bringing together YMCA leadership, corporate partners, healthcare providers, US government initiatives, and payors If you’re building the future of healthcare, this is where it converges. For full details: View Press Release: marketwatch.com/press-releas…
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Trie retweeted
Apr 4
Download only verifiable source on @TrieNetwork to eliminate supply chain risks.
They thought they were downloading Claude Code source. They got a nasty dose of malware instead theregister.com/2026/04/02/t…
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Trie retweeted
Apr 4
One poisoned PyPl package can have lasting and devastating impact on the AI supply chain. Miss verifiability at the source at our own peril. Good news is one can build immutable verifiability on an open graph of @TrieNetwork. It is not difficult.
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Trie retweeted
Apr 3
Replying to @pmarca
Supply chain attack risks were never really resolved, but for AI, this can be devastating. LiteLLM PyPl poisoning has deep implications. Only way is to take security seriously by having verified packages on an immutable ledger. @TrieNetwork fixes what #huggingface can't.
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Trie retweeted
Mar 31
Replying to @hosseeb @BradyDale
If Google assertions about 2029 Q date are true, its likely that all tradfi/comm systems will need migrate to NIST PQC algos now, we have not seen that yet. Stability of 500k Qubit systems is still a big question. Meanwhile, worthwhile reading this paper. pnas.org/doi/10.1073/pnas.25…
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Trie retweeted
Decentralized training and inference is all the attention all you need now! #TAO is leading the subnet revolution, but #TRIE is where the best verifiability, security and privacy lie.
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Trie retweeted
16 May 2025
Unlike in #Bittensor, there is no limit to the number of subnets that can be setup on the @TrieNetwork. There is no limit on the blockspace. There is no need to bid for subnet. Everyone gets to setup a subnet for no cost. #TAO
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