SocialMining

@AITECH outlines a very practical AI strategy that many builders within #DAOLabs ' #SocialMining framework already feel instinctively: growth happens in layers, not leaps.
The Agentic Stack provides a framework for such a platform and is organized on four layers: Assistive Agents provide immediate value with minimal configuration; Communicative Agents can foster interactions with other Assistive Agents; Collaborative Agents can help other Assistive Agents perform their tasks; and Autonomous Agents do not necessarily interact dynamically with the others, as they act by themselves. Knowledge Agents mine organizational memories for knowledge to make informed choices. Action agents execute automatically and Multi-Agent Systems that connect them, in adaptive networks.
#SolidusHub applies the same reasoning. Contributors start with low-risk, high-frequency tasks Assistive level inputs, such as sharing or translating. With increasing credibility, the range of more advanced roles is like Knowledge and Action Agents: spreading market information as an analyst, writing articles, or making decisions on governance. Only trusted contributors -those for whom long-term output has been demonstrated- rise to the level of Multi-Agent, leading teams and determining direction.
This model highlights that scale without structure equals collapse. Businesses don’t want maximum automation upfront; they need to build progressive trust and domain alignment. And, in the same way, Social Mining incentivizes consistent, layered participation, not viral moments.
The Agentic Stack isn't some utopian concept for tech architects, but, rather, an extant, lived structure in decentralized contributor systems. $AITECH’s framing makes it possible for others to see what Social Miners have know for a long

#AITECH has displayed consistent technical power gain which has picked up from last week. With the wider structure of the market being constructive, resistance levels have also been broken with volume-backed impulsion. This is a kind of movement that is usually an indication of conviction as opposed to speculative action. The chart calls out support zones in which accumulation can be taken into account by the holders of actively managed cost basis or those looking for position scaling. If the price gets pushed back to these regions, pursuant residuals become viable.

A possible breakout above the area that is marked orange may increase the bullish momentum. In the @AITECH  #SolidusHub #SocialMining environment, these chart-oriented observations add towards the collective intelligence. What is discarded instead of the hyped sentiment, is the factual, data based market behavior. Sharing insight and validating real time levels to the community, contributors help to sustain a system of rewarding analysis on the basis of transparency rather than popularity. The market flow as well as the disciplined engagement will determine the next move in AITECH

The multichain future has been long discussed, but security remains its greatest barrier. Today, @Polygon on takes a bold step forward with the activation of Pessimistic Proofs on the AggLayer Mainnet — a breakthrough that redefines how chains communicate and scale safely.
What Is #AggLayer?
AggLayer is @Polygon blockchain aggregation protocol. It connects sovereign chains — like ZK rollups, Validiums, and app-specific chains — into a unified layer that shares liquidity, user experience, and identity. The promise? Modular scalability without fragmentation.

But with greater connectivity comes greater risk — especially when chains with different trust and security models interact.
Enter Pessimistic Proofs

Pessimistic Proofs solve a critical problem in multichain architecture: over-trust.
Rather than assuming a connected chain will behave correctly, Pessimistic Proofs enforce withdrawal limits based on provable deposits. If a chain fails or turns malicious, it can’t harm the network — because the system already assumed the worst.
This isn’t pessimism — it’s protection.
No chain can withdraw more than it has deposited. There’s no central authority to trust. Just code, math, and proofs. It’s a new level of trust-minimized interoperability.

Why This Matters
Bridge exploits have cost the industry billions.
Shared security is only as strong as the weakest chain.
Modular scaling must come with modular safety.
@Polygon Pessimistic Proofs bring serious accountability to a world where chains grow independently but still work as one. That’s what makes this upgrade so pivotal.
As someone immersed in the @DAO Labs Labs and #SocialMining ing ecosystem, this isn’t just another tech release. It’s a core building block for the secure, scalable future we talk about every day.
#CryptoNews🚀🔥 #Web3 $POL #SocialMining #Polygon #AggLayer

The Week 20 developments at #RWAInc represent simultaneous efforts to broaden the organization’s reach worldwide and strengthen its capabilities from within. New marketing deployments in Asia signal expansion of RWA Inc.’s reach past its previous emphasis on Europe and North America. An increased presence in key markets associated with high levels of crypto adoption is a strategic realignment to raise #RWAHub ’s profile and attract a wider user base.
Alongside RWA Hub’s recent changes, Amir Namvar has now been named as the new Head of Product. Decentralized scaling expertise is likely to result in product choices being informed by a balance between user demands and protocol objectives, as the industry moves forward with integrating real-world assets.
The changes that have taken place on the RWA Hub grant #SocialMining users a wealth of opportunities for greater understanding. Measuring how perceptions change after an initiative or noting development direction changes under a new team offers significant research opportunities. Social Mining now goes beyond merely boosting events; it provides strategic background to promote mutual growth among peer networks.

The price of $WAXP shows signs of accumulation by buyers after a rebound was seen last week. When the price actions are confined near resistance, it usually suggests traders and analysts are strengthening positions in preparation for a breakout. The behavior of the price near these zones is of significant focus in periods where the broader outlook is positive.

Breaking resistance on higher volume warrants careful attention to whether or not the price can reclaim that level and hold. Such shifting dynamics oftenunderline strong upward momentum, most notably in assets associated with robust #Web3 infrastructure.
#SocialMining users are well equipped to observe and annotate these movements and explain how they fit into the wider development of the sector. Furthermore, sharing timely notes and technical analyses helps develop a common understanding amongst the community in a decentralized environment.

As #bitcoin struggles to break above 105k, the most talked about altcoins by #Binance users today were #ETH $EOS $PEPE and $NXPC tokens. Today, we will all be reviewing the report recently published by #Messari on the current status of the @Polygon Network in Q1 2025
#SocialMining

The first quarter of 2025 was a period of not only technical developments but also strategic growth for the Polygon ecosystem. The comprehensive analysis published by Messari highlights both the advancements in technological infrastructure and the expansion of use cases.
Agglayer Opens the Door to a New Era
Polygon’s pessimistic proof-of-concept Agglayer protocol, which was launched on its mainnet on February 3, 2025, has become a critical building block for cross-chain interoperability in the ecosystem. This technology combines blockchains with different security models into a single structure, maintaining decentralization while increasing the overall security of the system. Projects such as Tria, SOCKET Protocol, Karate Combat, and Rome Protocol are just a few concrete examples of this vision.
PoS Network Activity and Value Rise
The Polygon Proof-of-Stake (PoS) network saw remarkable growth in both user activity and economic indicators in Q1. The average daily active address count increased by 4.4% to 546,000, while the average daily transaction volume increased by 8% to 3.4 million. Polygon PoS’s total DeFi TVL increased to $744.8 million. Protocols such as Spiko and QuickSwap showed quarterly increases of 28.9% and 72.5%, respectively.
Stablecoins and RWAs on the Rise
Stablecoin supply grew by 23.3% quarterly to $2 billion, making it the most active user category in Polygon PoS. Stablecoin usage has gained significant momentum, especially in areas such as payment systems and tokenization of real-world assets (RWA). This development is an important indicator that Polygon offers a strong infrastructure for real-world applications in the Web3 world.
NFT and the Courtyard Effect
The most striking development in the NFT sector was the Courtyard platform's record volume with Pokémon-themed collectibles. The platform, which sold $56.5 million worth of NFTs in March, grew by 439.5%. This increase shows that demand and user appetite for digitized collectibles continue to be strong.
Financial Indicators and User Experience
Although the first quarter of 2025 witnessed a decrease in the market value of the POL token, this is partly attributed to the transition process from MATIC to POL. The decrease in average transaction fees to $0.01 made Polygon quite attractive in terms of user experience. EIP-4844 and "blob" technology, which provide cheaper data transfer to L1, came into play at this point, reducing transaction costs.
Governance and Developer Focus
With Polygon Governance 2.0, ecosystem management has become more transparent and community-focused. The activation of the Protocol Council and the launch of the Governance Hub provided developers with the opportunity to directly participate in protocol upgrades. During this period, new transaction types were introduced on the Heimdall layer and the Danelaw hardfork was implemented.
Looking Ahead: Polygon's Strategic Vision
While Polygon raises the bar in cross-chain coordination with the Agglayer infrastructure, it aims to make its PoS network a leading platform in stablecoin, DeFi, NFT and RWA use cases. In particular, the deep integration of ZK technology and the opportunities offered to developers with the CDK (Chain Development Kit) accelerate Polygon's adoption as an infrastructure.
Conclusion
Messari's report clearly shows Polygon's steps towards becoming a cross-chain network, moving beyond being just a Layer-2 solution. The first quarter of the year was a period in which Polygon both improved its technical capabilities and laid a solid foundation for the mass adoption of Web3. This growth trajectory, supporting real-world applications, could propel Polygon into a central player position by 2025.

Polygon is quickly becoming one of the most important blockchains in the Web3 world. The latest Q1 2025 report from Messari shows how much the Polygon ecosystem is growing — from finance apps and NFTs to powerful tools that connect blockchain.

A Big New Feature: Agglayer
In February 2025, Polygon launched Agglayer — a system that helps different blockchains work together smoothly. It connects tools like Tria and SOCKET, making it easier for users and developers to move assets and data between networks.

DeFi Is Booming
DeFi (decentralized finance) on Polygon grew a lot this quarter. The total value locked (TVL) in DeFi apps reached $744.8 million. QuickSwap, a major app on Polygon, grew by over 72% in just three months.

More Users, More Activity
Polygon had an average of 546,000 active wallets per day and over 3 million transactions daily. This shows more people are using Polygon for real-world apps and services.

NFTs Are on Fire
NFT trading is alive and well on Polygon. Daily NFT volume hit $1.4 million. One of the biggest hits was Pokémon NFTs from Courtyard, which made up over half of all NFT sales on $POL in Q1.

Tech Upgrade: zkEVM Validium
Polygon is upgrading its network with zkEVM Validium. This new version makes the network faster and cheaper to use while keeping it just as secure as Ethereum.

Easy Tools for Developers
With the Chain Development Kit (CDK), developers can now build their own custom blockchains that connect to Polygon’s Agglayer, giving them speed and flexibility.

Final Thoughts
Polygon had a very strong start in 2025. With new technology, rising user activity, and a thriving NFT and DeFi space, it’s clear that Polygon is building for the future. Whether you’re a developer, investor, or just Web3 curious keep your eyes on Polygon.
Disclaimer: as @DAO Labs Social minner this are my opinion
#matic #BinnanceSquare #SocialMining

I will want to share my fact In a space often driven by speculation. I will say that one of the most grounded indicators of a blockchain project’s future is the core team leading it. In the case of Solidus AI Tech ($AITECH), it’s not just about bold promises—it’s about vision, execution, and leadership.

At the center is CEO Paul Farhi, who has been instrumental in taking Solidus from concept to operational infrastructure. In a recent interview with CEO Today, Paul emphasized that "our end goal is to become the global infrastructure backbone for decentralized AI apps. He said and I quote , " This isn’t just talk. With a strong regulatory framework, EU-level support, and institutional partnerships, Solidus is actively laying down the foundations for scalable and affordable AI compute.

According to Paul’s LinkedIn posts which echo a similar sentiment. He believes and I quote that "solidus is entering a post-AI era where execution is no longer bottlenecked by tech, but by imagination." This to me is empowering developers with accessible AI tools and a robust infrastructure, he sees Solidus playing a key role in unleashing this wave.

And in his own words during a YouTube interview, Paul shares: "We’ve been quietly building while others were marketing vaporware. Now we’re ready to deliver real-world solutions." That builder-first mentality is evident throughout the Solidus roadmap.

On the tech side, CTO Catalin Dumitrescu brings deep credibility. A professor of AI and recipient of 40+ international awards, he’s a technical visionary and educator. His leadership blends technical depth with a commitment to mentoring the next generation of AI developers—evident in his work at the Polytechnic University of Bucharest.

I can say categorically that where Paul steers strategy and partnerships, Catalin anchors the innovation engine with hands-on R&D. Together, they form a leadership duo that is both visionary and operationally sound.

Not to forget that while many AI-blockchain projects are still caught in conceptual phases, Solidus is executing. With Paul’s market strategy and Catalin’s tech direction, $AITECH isn’t just keeping pace—it’s aiming to define the standard.

This is my personal view as a DAO Labs Social Miner.

@AITECHio @farhipaul1 $AITECH #SocialMining #doge⚡
$ETH $BNB $SOL

Interoperability in decentralised systems is the spine of trustworthy APIs. When the complexity of the ecosystem increases, the clear schema standards are not only a technical requirement but a coordination tool. Schema agents abiding by OpenAPI standards offer a hopeful paradigm shift because they make sure specifications avoid overspecification that leads specification into a tangled mess and oblige a developer to use his or her head. Thus, the design logic is made readily available for distributed teams.
It is even more apparent to see the use of schema focused agents when implemented in #SocialMining hubs such as #SolidusHub , where modular task execution requires constant and readable interfaces. People who participate in documentation, integration, and debugging processes, benefit from doing so with primely structured schemas that eliminate redundancy and increase clarity. This is conducive to sustainable coding in the long term as well as reuse of code.
What makes this design process unique is the focus on peer-defined rules and not relying on the established corporate frameworks. The decentralized nature of the Social Mining allows the contributors to set the schema agents according to specific needs of the projects and without brand-lock constraints. In doing so, it again supports open infrastructure and community validation. This reflects the more general aim in the Solidus Hub to produce independent, high-signal engineering contributions that increase both trust and usability in collaborative build environments.

Following a recent upgrade, now agents on AgentForge can accept card payments without any issues. This marks a wider shift happening in the world of decentralized technologies. Make it easier for users to join in using practical and user-friendly features. As jobs for autonomous AI agents increase in complexity, it becomes extremely important to have uninterrupted service access, especially with secure topping up.
Now, users can use the same payment methods they are familiar with for the agent-based modules. Though it might look small at first, it’s an important change in the way permissionless AI tools are used. Greater ease in using the platform usually results in more users taking part and offering a range of inputs on open platforms.
With @AITECH ’s #SocialMining hub, #SolidusHub environment, this improvement serves as a way to help contributors connect infrastructure development with actual use cases in society. It is better to notice the outcomes of these improved rules on decentralized agents and the builders than to rely on brand names.

The market for $TON is still displaying traits of being controlled during an accumulation phase. Based on support levels, it looks like participants are getting ready for a breakout to happen. A strong influx of demand around Orange and stability in the marketwork suggests that prices could rise slowly if Orange is cleared with pressure.

By lowered volatility, community-based ecosystems see stronger improvement than those depending only on price changes. People in the #TCHub ’s #SocialMining environment use these days to compile their findings, record examples of utility, and set up growth campaigns. Decentralized networks rely heavily on these processes at the lower levels.
You can use the current conditions of $TON to make informed decisions, not to gamble. Goal-setting exists in the framework, however, the main goal is on structuring the system and building common value. It allows companies to use market effects for long-term gain, while standing firm on their own values and principles.

The consolidation range of $RWA token puts it within its value range, a period indicative of a maturing market than an indecisive one. Such a price behavior is often accompanied by directional movement, particularly, in the case of constant involvement by active community participants. This systematic accumulation is normally regarded as a strength measure with a reduction in the short-term volatility.

Such an approach to market behaviour has valuable moments for contributors in #SocialMining ecosystems. Rather than responding to price alone, miners within #RWAHub are in a better position if they do the analysis of such moments with constant preparatory task submissions and value-driven reporting. REP metrics, so important for reward allocation, are also likely to reward this sort of diligence more amicably.
Significantly, there is no presence of high profile names in the sector, hence its absence is a chance for building a neutral community, whose members are all equal. As accumulation rolls on, such participation of tasks within such moments increases individual visibility as well as the general use of decentralized community-led analysis through the RWA token space.

New requests from proliferation of AI agents have revealed lurking vulnerabilities in centralized cloud architectures. Traditional infrastructures – deemed to be effective in optimizations technologies that are not for decentralized scaling – are being stretched to the brink and even buckling under distributed workloads and undetermined data flows. The continuation of outages and service failures is demonstrative of a more general incongruence of older systems and the future of AI-driven computation.
Instead of looking for incremental fixes to legacy systems, some ecosystems are looking to natively decentralized solutions. #AutonomysNetwork ’s distributed storage network (DSN) runs without a single point of failure and is provided by a huge decentralized web of independent node operators. This model, when tested under real world conditions, focuses on data permanence, and on-chain integration, which is an alternate to the brittle cloud storage models. The utility of this comes especially to the foreground when the performance of high volume and autonomous computation is under a need for tamper-proof and verifiable access to the data.
The #AutonomysHub allows the #SocialMining contributors to regard such architectural changes as not trends, but structural evolutions. Locality members participate directly in the validation of infrastructure and contribute pre-existing usage patterns as well as building a decentralized knowledge base. They influence interpretation and acceptance of tools such as DSN, not by hype, but in terms of quantifiable, public use. This collaborative process of evaluation is important for, identifying which technologies are truly built for decentralized scale.

Overall market sentiments are the most influential factor on $AVAX price direction. After bursting through immediate support the asset is now approaching resistance levels at which previous price movements have continually formed a strident top. A change of this barrier from resistance to support might increase upward activity and ready the way for a stronger trend.

However, the threat of reversal is well printed on the pattern of the chart. The possibility of market sentiment decline may result in retracement into supportive price territory. The identification of such zones could permit systematic cost reduction on entry. This #AvalancheHub community, especially those operating with the #SocialMining methodologies, should look at such threshold levels and provide their analytical insights in the form of scenario analysis. By getting out of the headline chase, participants can come to an understanding by centralizing and interpreting technical dynamics – the ways price movements impact sustained engagement. There is scope to teach, to critically re-examine ideas and to develop the autonomy and accuracy of current analysis with each such change in the system.

In the world of Web3, the Initial Labor Offering (ILO) model from @DAO Labs is an exciting alternative to the current funding practices. Unlike IDOs that have speed and sourcing capital as their focus, ILOs have user commitment making them stakeholders as their priority. In his opinion, CEO Malte Christensen outlined the actual cause of the change as the frustration with IDOs which are facilitators of speculative activity rather than sustained participation.
This new approach treats effort as the major driver of incentive. CEO’ being able to be earned based on user performance, DAO Labs puts control over timing and the amount of returns into the hands of each participant. Partnership with Autonomys Network is a prime example for this innovation – the unlock rates of each participant are driven by their contributions rather than the default capital investment they receive. According to Christensen, each contributor is responsible for their TGE unlock and subsequent vesting, delegating control to the individual.
However, the process is not entirely smooth. Having different versions of Social Mining and HUBs has made it harder to use the system, as acknowledged by the team. All these challenges notwithstanding, #DAOLabs is committed to standardizing its platform and maintaining integrity of its validation procedures. These issues, however major, have not undermined the basic intention to transform the operations of online labor.
Not to mention, the repercussions of #SocialMining are much further-reaching than crypto-native contexts. Mainstay industries such as fashion and car are inquiring into integration points of #Web3 which leans toward a world where digital engagement systems coexist with day-to-day experiences. If industries take their time to organize, compensate, and encourage social participation, they can tap into a hoard of unusable user creativity and loyalty.
It is noteworthy that the system survives on rough market conditions. Miners improve their position by placing value in quiet times, with rewards to be enjoyed in times of increased activity. This model is far removed from speculative cycles because in Web3 it finally became possible to reward consistent contributions.

The ecosystem gained maturity, as it showed both protocol evolution and actual product releases, complimented by community incentives. The deployment of an experimental agent interface backed by distributed storage and protected compute means that there will be a future where agent interactions may be more transparent and responsible. Although it is technically oriented, this project plays a critically important role in making audits and behavioral transparency possible for contributors.
Developers from adjacent platforms are actively reporting that real world feed backs are being rolled out into product development. This in itself communicates to #SocialMining #AutonomysHub participants that the openness and collaboration that defines the system prevail and contribute significantly to the ecosystem’s adaptability over time. Watch how the results of these discussions create the addition of new features and tools.
Continuous improvement to the design of gamification-based engagements is being reported. Using questboard and role collections, the board recognizes and emphasizes alignment amongst contributors by empowering learning and engagement. Greater documentation improvements provide more assistance to those desiring more substantive involvement in areas beyond the initial ones. The drive is not simply status-oriented, but for participants, actual improvement of process, communication and the evolution of infrastructure by valued contributors.
When those adjusting their contributions to it do so, they go from being mere members of the community to becoming active collaborators in building the ecosystem. This change is the birth of valuable decentralized participation.