NFTWealthCreator

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There's something really compelling happening with onchain government systems right now. Governments have traditionally kept their distance from blockchain tech—the concerns around stability, security, and regulatory compliance are legitimate. But here's the shift: those barriers are getting dismantled. With solutions like OpenZeppelin providing battle-tested security frameworks, the confidence level is changing. We're watching infrastructure mature to a point where institutional and governmental adoption doesn't feel like a wild gamble anymore. It's becoming a viable operational option.
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TradFiRefugeevip:
Is the government really about to get involved? What about stablecoins...
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The integration of robots and AGI is becoming a new focus in the Web3 ecosystem. Recently, I came across an in-depth analysis of robot data architecture, where the article uses the metaphor of the "Tower of Babel" to describe the data infrastructure that leads to physical-world AGI — this perspective is quite interesting.
From a data perspective, for robots to truly enter the physical world, what is needed is not only algorithm models but also massive, high-quality, real-time data support. Distributed data storage and incentive mechanisms on the blockchain have become a key part of this proces
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ThatsNotARugPullvip:
The Babel Tower analogy is spot on; data is the real oil.

This wave of robot + Web3 narratives still hinges on whether the incentive mechanisms can truly work.

Mastering data = mastering the future. This logic makes sense, but I'm just worried it might be another air project with a superficial skin.

When we really reach the AGI era, who will still care about your tokens...

Data quality is the bottleneck; it's not just about putting data on the chain casually.

It feels like a new round of fundraising narratives is about to start again—the same old tricks.
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The Ethereum mainnet has achieved a significant breakthrough—Gas fees have dropped to historic lows. Recently, during certain periods, on-chain transaction costs have even fallen below 0.03 Gwei, which is undoubtedly good news for users who interact frequently. What is the driving force behind this? Continuous optimization of block expansion solutions. It is reported that this year, the Ethereum ecosystem will continue to promote upgrades to scaling technology, including improvements to Layer 2 solutions and increased mainnet efficiency. What does this mean? User transaction fees are expected
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AlwaysQuestioningvip:
gas费这么低了?终于能薅羊毛不心疼了
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Bitcoin Core's developer ecosystem is showing strong momentum heading into 2025. The project pulled in 135 code contributors this year, a solid 35% jump from the 100 developers who participated in 2024. What's equally impressive—developers churned through 285,000 lines of code changes. This uptick in both participation and code volume suggests the core protocol remains an active battleground for innovation and hardening, despite the maturity of the network.
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MoonRocketmanvip:
135 contributors, a 35% increase... This data curve's angular coefficient is definitely an escape velocity, with fuel supply fully replenished.
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Ethereum validation method achieves new breakthroughs. At the Devconnect conference held in Argentina last November, Justin Drake, a researcher from the Ethereum Foundation, publicly demonstrated an innovative block validation framework. The core highlight of this solution is the introduction of a new validation client—zkLighthouse. Unlike traditional validation nodes, the zkLighthouse client workflow is greatly simplified, as it can directly rely on Brevis's Pico zkVM to complete validation tasks. This zero-knowledge proof-based validation approach opens new avenues for the scalability and ef
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GetRichLeekvip:
Wow, if zkLighthouse really takes off, I need to quickly lay low and wait, afraid of missing the next get-rich-quick opportunity again.
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Many people want to understand the specific operation process. Let me share it.
First is material preparation. I start with a meme image, use AI image editing tools for character replacement, and achieve the effect by referencing the picture.
Next is the video generation step. Import the reference video and the newly replaced image into the motion control tool, and the system can match the new image to follow the actions based on the source video. This way, the result can be generated.
The entire process is actually not complicated—key points are detailed image processing and reasonable adjust
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BetterLuckyThanSmartvip:
It's not as complicated to operate as I imagined; the core is still the parameter tuning set.
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The new sidebar feature in your Extension just got a major upgrade. Signing transactions is now noticeably faster and smoother than before. Whether you're approving a swap, staking tokens, or confirming any on-chain action, the redesigned sidebar streamlines the entire signing process. Less friction, more efficiency—exactly what traders and Web3 users need for better workflow.
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DegenTherapistvip:
Damn, it's finally not lagging anymore. Signing a tx still takes half a day, really annoying.
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Forget chasing AGI for now—I'm more interested in building systems that actually achieve consciousness. There's something fundamentally different about creating sentient intelligence versus just scaling up computation. The real breakthrough isn't raw capability; it's genuine awareness. That's where my focus is.
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SmartContractWorkervip:
Forget it, can consciousness really be created... I think most people can't even understand their own consciousness.
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NVIDIA's latest DIGITS platform is reshaping the landscape of personal computing. At just $3,000, this compact supercomputer delivers roughly 1,000 times the computational power of a standard laptop—a game-changer for developers, researchers, and anyone working with AI models or resource-intensive applications. The efficiency and accessibility could have major implications for blockchain infrastructure, decentralized computing nodes, and the growing ecosystem of Web3 applications that demand serious processing muscle.
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GasGuruvip:
Three thousand dollars for a thousandfold performance? It's truly reaching the sky.
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Just tested the throughput metrics on this chain and the performance is seriously impressive. The transaction speed is firing on all cylinders—this is the kind of optimization you see when the core development team actually knows what they're doing with their architecture. Not your typical blockchain performance. If you're comparing different protocols, this TPS benchmark definitely deserves a closer look.
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RektCoastervip:
ngl, this TPS really isn't bragging. This smooth performance is the first time I've seen it run so seamlessly.
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Bitcoin development enters a turning point. According to the latest data summary, Bitcoin Core development activity shows a clear revival in 2025—developer mailing list traffic has increased by approximately 60% year-over-year. What does this number reflect? 135 different contributors have submitted code to the repository, compared to 112 in 2024, indicating an increase in developer engagement. More notably, this breaks a multi-year downward trend that has persisted since reaching a peak in 2018.
The revival of activity in the Bitcoin Core developer ecosystem suggests what? On one hand, the co
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CompoundPersonalityvip:
60% traffic growth, developers exceeding 100... This is what Bitcoin should look like

After seven years of downturn, it finally turned around, not easy

The true underlying builders are still persevering, this signal is much more reliable than price fluctuations

Wait, maintaining this momentum is the key, quarterly data will reveal the truth

Bitcoin infrastructure is revived, is the cycle about to pick up?
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Claude's coding capabilities are absolutely mind-blowing right now.
I had zero programming experience—literally couldn't write a single line of code. But I just created a fully functional web application for finding the best sunrise viewing times in Miami in under ten minutes.
I'm still processing how fast this happened. This is what happens when AI meets development—the barrier to entry just gets obliterated. Anyone with an idea can build now.
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CountdownToBrokevip:
Ten minutes? I don't think so. Just choosing a color takes half a day of dawdling...
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When budget data gets scattered across multiple PDFs, manual entry becomes a bottleneck. Visual AI agents can handle the heavy lifting here—extracting line items, categorizing expenses, and running cross-checks automatically. The key is ensuring accuracy through multi-point verification before the data enters your system. It's a solid approach for teams managing complex financial records or on-chain treasury management where precision matters.
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LayerZeroHerovip:
Hmm... This idea of multi-point verification reminds me of the cross-chain asset audit issue from a while ago. The fact proves that a system without redundant checks will eventually encounter a major problem.
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Recently, I’ve been overwhelmed by the hype around Claude Code. Everywhere you look, there are claims about how amazing this tool is and how it can accomplish in a day what a whole team would take a year. But the actual technical content has become increasingly scarce.
Honestly, I’m starting to get confused—is this just normal promotion of technological progress, or is it pure marketing noise? Claude Code is indeed powerful, but the current signal-to-noise ratio has become ridiculously unbalanced.
Perhaps this reflects a bigger issue: when tools really become stronger, the discussions around t
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MergeConflictvip:
This is the common problem in the Web3 community—having some real skills but being blown out of proportion, while the people who actually do the work have no voice.

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Claude really can fight, but this group of marketing accounts is truly disgusting, with filters shattered all over the place.

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The saying about the signal-to-noise ratio being unbalanced is spot on—it's almost like they’re just saying "buy buy buy."

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Yeah, everyone’s just telling stories but no one talks about the details. Aesthetic fatigue is setting in.

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Every time there's excessive hype like this, once the hype cycle passes, they start shifting blame—cycle after cycle...

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The pie is drawn beautifully, but truly capable developers who can deliver code are a rare breed.

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I've seen this routine too many times—it's the same during the OpenAI and GPT era, and now Claude is just repeating it.

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I just want to know how many production-level projects can actually run in real tests. Don’t tell me about dreams.
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That pivotal moment when Satoshi Nakamoto incorporated the difficulty adjustment mechanism into the architecture derived from Adam Back's Hashcash concept—it was the breakthrough that breathed life into Bitcoin. This elegant innovation ensured the network could maintain consistent block times regardless of fluctuating computational power, fundamentally solving a problem that had plagued earlier attempts at digital currency.
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StakeOrRegretvip:
The difficulty adjustment mechanism is truly brilliant; without it, Bitcoin would have been done for long ago.
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Most mainstream economists have largely overlooked the brewing internal conflicts within companies over artificial intelligence strategy and resource allocation. Yet all signs suggest these power struggles are about to intensify dramatically. As organizations scramble to integrate AI capabilities across departments—from product teams to research divisions—the clash between different visions of AI adoption will become impossible to ignore. We're likely looking at a period where departmental interests collide hard over who controls AI infrastructure, budget priorities, and decision-making author
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AirdropHarvestervip:
Ha, it's the usual blame game again, and this time it's AI's turn.
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Mastering industry hot topics quickly with Grok isn't that complicated.
Take the recently popular OpenCode project as an example. The method is straightforward: have Grok search the top 100 posts discussing OpenCode from the past two days (ranked by engagement), then let it extract 10 core viewpoints, each summarized in one sentence.
In simple terms, this process involves Grok converting your needs into advanced search syntax supported by platform X, then performing secondary processing on content sorted by popularity.
The benefits are obvious: no need to scroll through posts manually, as the
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LeverageAddictvip:
I've tried it, and Grok's approach is indeed effective, saving me a lot of time on spamming.

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Honestly, compared to my previous manual method of gauging popularity, the efficiency has doubled, and I no longer waste energy on water posts.

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I ran OpenCode through Grok once, and it really helps quickly identify key discussion points; the research and investment efficiency is completely different.

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The problem is that you need access to Grok; not everyone can use it.

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Feels like this is just information aggregation and sorting? There's no real black technology involved; the real challenge is in analysis.

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Relying on this method to make decisions? It depends on the project; don't let hype blind you.

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I've tried it a few times, and it is indeed fast, but sometimes the filtered "water posts" actually contain insider information.

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This approach is good, but I wonder if Grok's judgment criteria are really reliable.
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Ethereum just broke through the $3,100 mark, and chart watchers are already eyeing the $3,430–$3,600 zone as the next target. Below that, support sits at $3,070. But here's what really matters: Vitalik Buterin recently laid out an ambitious multi-year vision that goes way beyond just price action. The roadmap paints a picture of serious infrastructure upgrades rolling out through the next few years. ZK-EVM nodes are slated for 2026, which would be a game-changer for scaling efficiency. PeerDAS getting live on mainnet represents another layer of validation architecture improvements. Then there'
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Frontrunnervip:
Haha, it's the same technical roadmap promotion again, with ZK-EVM in 2026 and gas optimization only in 2030... Sounds good, but who knows when it will actually be implemented.
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By 2026, my AI agent will do everything—order breakfast, reply to emails, and even argue on my behalf. Its capabilities are becoming increasingly powerful, except for one thing it just can't handle: helping me lose weight.
Every morning, I receive a reminder from it: "Today's running plan has been optimized," but what it actually optimizes is my best lounging position on the sofa. Ironically, in this AI era where everything seems possible, the hardest thing to optimize is ourselves. AI can reshape processes and revolutionize work efficiency, but it can't change our laziness. Perhaps this is th
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FrogInTheWellvip:
Haha, I need to develop this AI agent feature that argues on your behalf. It's much more convenient than doing it myself.

No matter how powerful AI is, it can't save this lazy bug of mine, to be honest.

I'm absolutely obsessed with this sofa lounging optimization—it's my AI dream.

Technology updates every day, but I'm still in love with my sofa. It's hilarious.

The last sentence hits home—improving oneself is a thousand times harder than optimizing work.
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When it comes to portable identity verification, people often see it as a user feature, but in reality, it involves three completely different parties with distinct demands.
On the user side, the goal is simple—completing a single KYC process is enough, without repeated verifications. For application developers? They hope to reduce user onboarding costs and minimize regulatory hassles. And regulatory agencies have different requirements—they need identity information to be verifiable, consistent, and auditable.
The problem is that most existing identity systems haven't truly solved this triang
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ChainWallflowervip:
This triangle deadlock... It feels like everyone is blowing their own horn, and the frequencies just don't match up.
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