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Teebest

@cryptoForTEE

Words meet Web3 • Exploring DeFi & the Wilds of Crypto 🍄

Katılım Ağustos 2023
3.6K Takip Edilen3.3K Takipçiler
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Teebest
Teebest@cryptoForTEE·
Intelligence is limited by the speed at which it can learn. In the old days, large files were the enemy of efficiency. I see 0G_labs rebrands the network as high-velocity data layer, specifically designed to handle the massive datasets required for modern AI AI think and evolve
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Teebest@cryptoForTEE

The shift that's now getting rampant is verticalization of the DeAI stack. By integrating storage, data availability, and compute into a single operating system, protocols like 0G Labs are able to remove the centralization tax of Big Tech. 🧵

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Teebest
Teebest@cryptoForTEE·
Intelligence is limited by the speed at which it can learn. In the old days, large files were the enemy of efficiency. I see 0G_labs rebrands the network as high-velocity data layer, specifically designed to handle the massive datasets required for modern AI AI think and evolve
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Teebest@cryptoForTEE

The shift that's now getting rampant is verticalization of the DeAI stack. By integrating storage, data availability, and compute into a single operating system, protocols like 0G Labs are able to remove the centralization tax of Big Tech. 🧵

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Teebest@cryptoForTEE·
In a decentralized network, we have participants who try to cut corners, claiming they are storing data while actually deleting it to save costs. 0G_labs solves this with PoRA. It is a system designed to ensure every participant is doing their job, every second of the day.
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K • FRANC7S
K • FRANC7S@kele_ch7·
Most content loses context over time; @PermawebDAO preserves it alongside the data—metadata, timestamps, and provenance—so future users can understand not just what was created, but when, why, and by whom. We’ve all opened an old link or file and felt the gap: the photo is there but who took it and why? The report shows numbers but what assumptions drove them? The conversation thread is missing half the replies that explained the tone. Over months or years, the surrounding story fades, gets rewritten, or simply drops away—leaving only the surface artifact and endless room for misinterpretation. PermawebDAO keeps the full picture attached from the start. When you publish, the core content isn’t isolated. It travels with its birth certificate: exact creation timestamp, cryptographic signature of the author(s), embedded metadata describing intent/purpose/scope, linked provenance chains showing derivations or influences, and any attached rationale notes or discussion snapshots that were part of the moment. None of it can be stripped or orphaned later. Picture a team of urban planners releasing a 2026 mobility study on pedestrian-first redesigns in mid-sized cities. In the usual web, five years later someone finds the PDF but has no idea which stakeholder concerns shaped the final recommendations or what data was deliberately excluded. On the permaweb, the document arrives with its full context layer intact: meeting minutes hash-linked, dissenting minority reports signed and timestamped, original survey instrument, even short audio clips from key workshops. A city councilor in 2031 doesn’t guess at the original trade-offs—they see them clearly, so new policies build on real history instead of assumptions. This preservation lets creators work with a longer breath. You stop summarizing away the nuance to save space or avoid scrutiny. You include the messy background, the conflicting viewpoints, the explicit limitations—because you know the record will carry them forward instead of letting them evaporate. There’s a different kind of care that goes into something when you realize future strangers will judge it by the full light you left on. The payoff shows up years later. A single anchored study becomes the reliable anchor when narratives clash. An old dataset with its methodology notes suddenly powers accurate longitudinal analysis. A creative piece with provenance intact gets cited properly in remixes and scholarship. Context doesn’t leak away—it stays bound to the work, turning isolated artifacts into rich, trustworthy chapters in a shared timeline. PermawebDAO isn’t just saving files. It’s making sure the internet remembers the story behind the thing—so when someone looks back, they don’t just see data, they see the human decisions, the moment in time, and the people who stood behind it.
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Bob
Bob@Ayeyemiphilip·
Digital sovereignty reality check Decentralization talk is cheap if links rot & data vanishes. True ownership isn't just wallets; it's content that outlives platforms. Your voice isn't rented, it's yours eternally. Ready to stop creating disposable media?
Bob@Ayeyemiphilip

Builders grind through doubt & pivots. Fleeting posts bury your story. With @permacastapp, share your journey authentically preserved on Arweave, tied to your wallet. No 404s, no platform whims. Immutable content builds real trust & compounds reputation over years.

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Israelite
Israelite@Israelite529558·
GM CT... dgrid_ai makes truth measurable with PoQ, 0G_labs turns compute into a shared global resource, and Permaweb_DAO ensures knowledge compounds, not vanishes. Together: verifiable intelligence, decentralized power, and permanent memory the real foundation of open AI.
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Wf Paulano Bhanks
Wf Paulano Bhanks@I_am_wf_Paulano·
When Memory Becomes Infrastructure: How permawebDAO and Dgrid_AI Turn Knowledge into Compounding Intelligence Most systems forget. That is the hidden tax behind slow progress, repeated mistakes, and shallow innovation. What permawebDAO and Dgrid_AI are doing differently is simple to describe but powerful in consequence: they are designing systems that remember, and more importantly, systems that use what they remember. This is not just storage. It is infrastructure for intelligence. At its core, permawebDAO treats memory as a permanent, shared layer. Not documents sitting idle, but decisions, context, and history that cannot be erased or quietly rewritten. That changes behavior. When actions are recorded permanently, contributors think more carefully. When knowledge is preserved openly, new participants don’t start from zero. When history is accessible, governance becomes accountable instead of performative. But memory alone is not enough. This is where Dgrid_AI becomes essential. Dgrid_AI turns stored memory into active intelligence. It doesn’t just retrieve information, it interprets patterns, connects past decisions to present conditions, and surfaces insights that humans would miss or take too long to uncover. Think of it like this: • permawebDAO is the long term memory • Dgrid_AI is the reasoning layer that learns from it Separately, they are useful. Together, they compound. This combination solves a real problem most decentralized systems ignore. Coordination breaks when context is lost. You see it in DAOs where: • proposals repeat old ideas • debates restart from scratch • decisions lack historical grounding That is not decentralization working. That is memory failure disguised as participation. By embedding permanent memory and intelligent interpretation, these systems shift the dynamic: • Decisions become traceable, not opinion driven • Contributions become cumulative, not disposable • Intelligence compounds instead of resetting The practical impact is subtle but powerful. A contributor joining today can access years of structured context instantly. An AI layer can highlight what worked, what failed, and why. Governance evolves based on evidence, not noise. This is how systems mature. Not by adding more participants, but by increasing the quality of decisions over time. The deeper insight here is this: Data alone does not create value. Memory structured for learning does. And intelligence is not just about answering questions. It is about improving future decisions using past reality. That is the shift permawebDAO and Dgrid_AI are pushing forward. They are not building tools. They are building continuity. In a world where most systems forget, the ones that remember and learn will always move faster, decide better, and last longer. That is not a feature. It is an advantage that compounds.
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Wf Paulano Bhanks@I_am_wf_Paulano

Dgrid_AI: Intelligence That Actually Compounds Most AI systems forget. That is their hidden flaw. They process, respond, and move on as if every interaction is disposable. This is why most “intelligent” systems feel shallow over time. They don’t build context. They reset. Dgrid_AI takes a different path. It treats intelligence as something that should accumulate, not restart. This matters more than it seems. If intelligence cannot compound, it cannot improve meaningfully. It becomes a loop of temporary usefulness instead of a system that evolves with every interaction. The real value in Dgrid_AI is not just automation. It is continuity. • Each interaction becomes part of a growing context layer • Decisions can reference past outcomes, not just current inputs • Intelligence becomes directional, not reactive Think of it like the difference between a new employee and an experienced operator. A new employee follows instructions. An experienced operator understands patterns, anticipates problems, and makes better decisions without being told. Most AI today behaves like the first. Dgrid_AI is building toward the second. This shift changes how value is created. Instead of optimizing single outputs, it improves decision quality over time. That means better predictions, smarter automation, and less redundancy. The practical implication is simple. Systems stop asking the same questions. They start refining the answers. This is where compounding intelligence becomes an advantage you can measure. Less noise More precision Better outcomes per interaction It is not just smarter AI. It is AI that learns how to think within your context. PermawebDAO: Memory as Infrastructure, Not Storage Most DAOs fail quietly, not because of bad ideas, but because of lost context. Decisions get made, discussions happen, insights emerge, and then they disappear into scattered tools and forgotten threads. What remains is fragmented memory. permawebDAO challenges this by treating memory as infrastructure, not an afterthought. This is a fundamental shift. If a DAO cannot reliably remember, it cannot govern effectively. Every new decision becomes disconnected from the lessons of the past. That creates inefficiency, repetition, and eventually, poor judgment. The core strength of permawebDAO is persistent, verifiable memory. • Every decision is recorded in a permanent, accessible layer • Context is preserved, not diluted across platforms • Governance becomes traceable and accountable This is not just about transparency. It is about continuity. Imagine trying to run a company where past strategies, failures, and insights are constantly lost. You would keep relearning the same lessons. That is the current state of most decentralized coordination. permawebDAO fixes this by making memory durable. And durable memory changes behavior. When decisions are permanent and visible: • Contributors think more carefully • Governance becomes more deliberate • Long term alignment replaces short term reactions It also unlocks something deeper. Institutional intelligence. Not in the traditional sense of centralized control, but as a shared memory that anyone can build on. This is where DAOs start to mature. Not by adding more participants, but by improving how knowledge flows and persists within the system. The result is simple but powerful. Less repetition More informed decisions Stronger alignment over time permawebDAO is not just preserving data. It is preserving meaning. And in decentralized systems, meaning is the difference between noise and real coordination.

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Demion
Demion@Demion_27·
In Web3, momentum can start an ecosystem, but only discipline can sustain it. OG LABS appears to be building with that discipline at its core. Sustainable ecosystems are not driven by constant excitement, but by consistent structure and clear direction.
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Demion@Demion_27

A defining challenge in Web3 today is maintaining strategic focus while ecosystems continue to expand. OG LABS appears to be addressing this by building with a clear sense of priority and direction.

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0xGhost
0xGhost@AbdulQu23343638·
“When context breaks, progress bends.” Web3 conversations move fast, but when discussions disappear, insight resets and direction gets distorted. @permacastapp keeps context unbroken — so ideas stay aligned and build forward. Alignment is what keeps progress on track.
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lama🥚
lama🥚@KlasicLama·
The diff I see on @NigeOfficial is simple Some people just show up. Others actually learn the system. From activity on @NigeNest to insights on @NigePredict across the $NIGE universe, the ones who pay attention gain the edge. Consistency alone isn’t enough understanding matters.
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Mr_Josephhh 🤖ボッ
Mr_Josephhh 🤖ボッ@Josephoffiong4k·
0GLabs, DGrid, and Permacast together represent the growing maturity of decentralized infrastructure, turning what was once a niche experiment into a viable solution for real-world applications. @0G_labs One of the key obstacles to widespread adoption of decentralized infrastructure has been performance limitations, particularly in data-heavy applications like AI. 0GLabs solves this by providing a decentralized data availability layer capable of supporting high-performance applications. The system’s modularity allows for scaling both data storage and compute independently, giving developers the ability to optimize their applications for real-world use cases. No longer is decentralization viewed as a hindrance to performance; with 0GLabs, it becomes a solution that can power the next generation of decentralized AI, machine learning, and big data applications. This marks a significant step in moving decentralized infrastructure from a theoretical model into a practical one that can support complex, high-demand systems. @dgrid_ai DGrid is bringing decentralized AI into the mainstream by solving the crucial issue of verifiable performance. In decentralized systems, the biggest concern often centers on the accuracy and reliability of computational results. DGrid addresses this concern with Proof of Quality (PoQ), which ensures that nodes providing AI inference are consistently meeting performance standards. This level of transparency and accountability enables developers to trust decentralized AI infrastructure at scale, which has been a major barrier to adoption. By solving the scalability and performance verification problem, DGrid is paving the way for decentralized AI applications that can operate at the scale and reliability required by industries like healthcare, finance, and beyond. @permacastapp Permacast demonstrates the power of permanent decentralized content storage, enabling a future where creators no longer have to worry about losing control over their work. By integrating with Arweave, @Permaweb_DAO ensures that media content remains accessible forever, providing creators with a platform that supports long-term content retention. For developers, this offers a new way to build content-based applications, where data is not transient but instead part of a permanent, verifiable record. This shift moves decentralized content from being a temporary solution to a lasting, integral part of the decentralized ecosystem. By offering this permanence, Permacast helps make the decentralized web a more practical and sustainable place for creators, developers, and users alike.
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Mr_Josephhh 🤖ボッ@Josephoffiong4k

0GLabs, DGrid, and Permacast each offer solutions that allow decentralized applications to become self-sustaining and resilient to the pressures faced by traditional centralized models. @0G_labs Traditional centralized systems operate with a single point of failure, where data and services are vulnerable to outages, hacks, or platform shutdowns. 0GLabs’ modular approach to decentralized data availability eliminates this risk by decentralizing data storage and retrieval. By allowing developers to independently scale and manage their infrastructure, 0GLabs helps build applications that are less susceptible to failure due to centralized bottlenecks. The ability to swap out data layers, optimize performance, and integrate with multiple providers creates a more resilient system that can adapt to challenges without interrupting service. @dgrid_ai DGrid strengthens the resilience of decentralized AI applications by verifying the performance and integrity of the nodes that handle inference. Traditionally, decentralized systems struggle to ensure consistent performance due to the unpredictable nature of their infrastructure. DGrid’s PoQ system ensures that only high-performing nodes are included in the network, and poor performers are penalized, resulting in a more reliable decentralized AI system. This accountability encourages developers to trust decentralized infrastructure for complex AI workloads, reducing reliance on centralized providers and creating a more resilient system that can scale efficiently. @permacastapp Permacast enhances the resilience of decentralized content storage by ensuring that once content is uploaded, it remains permanently accessible, with no risk of deletion or censorship. Centralized platforms can change policies or shut down, leaving creators vulnerable to the loss of their work. @Permaweb_DAO solves this problem by embedding content into a decentralized storage system, guaranteeing its permanence and accessibility. This model not only protects content from centralized control but also ensures that the decentralized content ecosystem can grow in a sustainable, secure way. By prioritizing permanence, Permacast allows creators to build self-sustaining content platforms that cannot be undermined by external pressures.

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🔅Kelly of Lagos🔥
🔅Kelly of Lagos🔥@KelechiFriday7·
0G's unlocking AI without the platform trap! Most AI keeps locked in, but @0G_labs is all about portable AI - models & workflows, free to roam! Content deletion's been normalized for long. Bans,algorithm wipes... @permacastapp flips script:lives on, platform permission or not
🔅Kelly of Lagos🔥@KelechiFriday7

Nostalgia's got nothing on this 🔥. Blogs used to own the game, ranking for years, till social media flipped the script to fast food content - quick hits, easy forgets. @permacastapp's like the antidote: substance meets AI-powered permanence.

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Alan
Alan@mufc_s00·
Value in Web3 isn’t just created. It’s built through systems that can sustain it. That’s where @0G_labs , @RiverdotInc and @permacastapp connect. @0G_labs handles the pressure of growth, making sure transactions, data, and execution can scale without slowing down as activity increases. @River4fun turns that activity into opportunity, rewarding consistent participation with $RIVER and showing how engagement can compound over time. @permacastapp, supported by Permaweb_DAO, protects the output, ensuring content is anchored to the permaweb and remains accessible long after it’s created. So it’s not just about using the system. It’s about being part of one where: Infrastructure holds up. Activity is rewarded. Content doesn’t fade. That’s where long-term value comes from.
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Alan@mufc_s00

Most people chase quick wins. But the real opportunity is in systems where value builds over time. That’s where @0G_labs, @RiverdotInc and @permacastapp start to align. @0G_labs focuses on the infrastructure layer, improving how transactions are processed and how systems scale as demand increases. @River4fun is turning everyday activity into something meaningful, rewarding consistent creators with $RIVER and proving that simple engagement can compound. But then comes the part many overlook. What happens to the content? @permacastapp, supported by Permaweb_DAO, ensures it doesn’t disappear,v anchoring posts to the permaweb so they remain accessible over time. So it’s not just about earning. It’s about building within a system where: Performance scales. Activity is rewarded. Content lasts. That’s how digital value compounds.

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Marveltech
Marveltech@Marveltech13835·
One thing most people overlook is that intelligence is not just about processing power, it’s about continuity. Systems that cannot retain context are forced to relearn everything from scratch, over and over again. That inefficiency is deeply embedded in today’s internet. This is why the permanence layer being built within PermawebDAO matters more than it seems at first glance. It is not simply about storing files forever, it is about preserving meaning. Data is structured, indexed, and enriched so that it remains usable across time. Through systems like Permacast, conversations evolve into datasets, carrying transcripts, relationships, and identity. This transforms content into something that can be revisited not just by humans, but by machines. But preserved knowledge needs active systems to unlock its value. That is where 0G Labs comes in. By building a modular AI infrastructure with decentralized compute and verifiable inference, it enables continuous interaction with these datasets. Models can train on transparent data, agents can reason over long-term knowledge, and outputs can be verified rather than assumed. What emerges is a feedback loop. Data persists, AI learns, insights are generated, and those insights become part of the dataset again. That is how intelligence compounds.
Marveltech@Marveltech13835

If you zoom out far enough, the direction becomes obvious. The internet is transitioning from a network of information to a network of intelligence. But that transition requires more than just better algorithms. It requires a complete rethinking of how data and computation interact. This is where PermawebDAO plays a foundational role. By creating an environment where data is permanent, structured, and continuously accessible, it ensures that knowledge is never lost. Applications persist, content retains meaning, and systems can build on top of what came before without starting from scratch. Permacast is a clear example of this philosophy in action, turning conversations into enduring, structured datasets. Layered on top of this is the infrastructure being built by 0G Labs. A decentralized AI stack that allows models to train, run, and scale on open networks. With distributed compute, high-performance data availability, and verifiable inference, it creates the conditions for AI to operate at a global scale without centralized control. When these layers combine, the result is not just a better internet. It is an entirely new paradigm. One where intelligence is continuously learning from a permanent foundation of knowledge. One where data and computation are no longer isolated, but deeply interconnected. And once that system reaches maturity, the question will no longer be how fast information moves, but how well it is understood.

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Reeyhs
Reeyhs@Dreytyy·
Good morning Training a Large Language Model requires an immense amount of data. On traditional chains, this process would cause the entire network to grind to a halt. But with 0G Labs High-Speed Infrastructure, there is a chance for On-Chain Deep Learning. 🧵
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Kay Colt
Kay Colt@ColtKay485·
Happy Eid Today, most blockchains act like narrow pipes. There is a limit to what they can contain. But looking at 0G Labs, it acts like a floodgate. With a 50 Gbps capacity, they remove the big data barrier effectively. This allows developers to move beyond simple scripts A 🧵
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Johnson Favour
Johnson Favour@fevicklee·
Permacastapp converts transient hosting into a perpetual cultural endowment. Dgrid_ai treats decentralized intelligence as a coordination problem, scaling compute through the precise distribution of trustless resource nodes across the network to solve for verifiable intelligence.
Johnson Favour@fevicklee

Legacy storage remains a function of endowment rather than hosting. Permacast anchors digital permanence as a perpetual cultural ledger. Dgrid_ai treats decentralized intelligence as a coordination problem, scaling compute through precise distribution of trustless resource nodes

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Grace Iwuchukwu
Grace Iwuchukwu@Ahmazingammahh·
Infrastructure Before Adoption Large scale networks do not begin with users. They begin with infrastructure. Most blockchains were designed to process financial transactions. The architecture prioritizes asset transfers and trading activity. Social systems operate under a different requirement. They depend on continuous interaction between people. Messages, identity updates, content creation, and community coordination occur at a constant pace. This interaction pattern demands a network built for high frequency activity. Ice Open Network approaches this constraint at the protocol level. ION functions as a Layer 1 infrastructure designed for consumer scale applications. The system prioritizes identity management, communication layers, and efficient transaction processing. These components form the structural base required for decentralized social environments. Applications built on this foundation can support persistent communities rather than temporary user traffic. This design expands the role of blockchain. The network becomes a coordination layer for digital societies rather than a ledger for financial exchange. BingX highlights this infrastructure direction through the BingXBlast campaign. The signal is clear. Web3 adoption will not emerge from speculation. It will emerge from networks that support real human interaction at scale. @ice_blockchain @BingXOfficial $ION #SocialFi #IceOpenNetwork #BingXBlast
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Grace Iwuchukwu@Ahmazingammahh

Every technological era is defined by the structure that governs ownership. Web2 created global communication networks. Platforms controlled the value created inside them. Users produced content. Communities generated attention. Platforms captured the economic outcome. Ice Open Network introduces a different structure. ION represents a network where social activity becomes a native economic layer rather than a resource extracted by platforms. Content, identity, and community exist inside the same protocol environment. This design changes the role of participation. Creators do not only publish content. Communities do not only interact. Both become contributors to a shared network economy. This is where community driven innovation begins. When infrastructure allows users to coordinate, build, and grow value together, the community becomes the engine of development. The network evolves through participation. This direction positions Ice Open Network within the broader transition of Web3. Infrastructure is moving from financial speculation toward digital social economies. BingX recognizes this emerging structure through the BingXBlast campaign. Visibility, participation, and community activity converge into measurable ecosystem growth. The meaning of ION is therefore structural. It represents the transition from platform owned networks to community governed digital economies. Networks that reward participation will outcompete networks that extract from it. $ION #SocialFi #IceOpenNetwork #BingXBlast

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Ðarhtẁiṅż🔅
Ðarhtẁiṅż🔅@Darhtwinz09·
Web3 is maturing into core digital infrastructure where data permanence, distributed compute, and AI form the backbone of a trustless internet. PermawebDAO anchors this shift with a permanent data layer turning information into immutable, verifiable assets that continuously
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Ðarhtẁiṅż🔅@Darhtwinz09

Web3 is becoming modular infrastructure where AI, data, and compute run as open public utilities. @0G_labs builds a scalable compute layer for fast, verifiable AI + data processing making Web3 systems cheaper, trustless, and efficient.

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Mavo
Mavo@MaVoFree·
Fact @0G_labs builds modular, scalable infrastructure for decentralized AI, enabling fearless experimentation and iteration. @permacastapp anchors data, apps and digital knowledge permanently on the permaweb. Together they create systems that scale and endure across generations.
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Sam Tee
Sam Tee@PrinceFbv·
The transition from old-school blockchain to the deAIOS is the future of web3. By specializing in Data Availability and Storage (0G), and then integrating those with Compute and Settlement, 0G_labs isn't just making a faster blockchain, they're building the first high- 🧵
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