Founder's Account: From Start to Abandonment, Why I'm No Longer Doing Web3 Payments

marsbit發佈於 2025-12-26更新於 2025-12-26

文章摘要

In this candid reflection, a serial entrepreneur shares their decision to step away from Web3 payment ventures after six months of deep immersion. Initially drawn by the promise of faster, more transparent, and globally efficient settlements—especially for cross-border and remote work scenarios—the founder quickly realized that the industry’s core challenges aren’t product-based but structural. Through on-the-ground research in places like Yiwu, Mexico, and Shuibei, they observed that real-world adoption of Web3 payments remains fragmented, relationship-dependent, and far from the scalable, product-driven opportunity often portrayed. The critical barrier? Dependence on banking relationships, compliance, licensing, risk management, and regulatory navigation—areas where small, agile teams lack the resources and long-term leverage. The author emphasizes that many seemingly profitable payment operations actually profit from risk tolerance, not operational excellence, and that sustainability hinges on resilience to regulatory and financial shocks. While still believing in Web3 payment’s long-term potential—especially as a back-end upgrade for global treasury management—they concluded that the sector demands deep industry assets, patience, and risk capital ill-suited to their team’s strengths. Instead, they plan to focus on the next layer: helping users navigate on-chain asset management and risk-aware investing, turning payment flows into sustainable value. This isn’t a rejecti...

Over the past six months, I transitioned from being an observer of Web3 to delving deep into the payments industry. And now, I've chosen to stop and no longer continue with Web3 payments.

This isn't a retreat after failure, but rather a judgment adjustment made after truly stepping into the arena. During these six months, I visited Yiwu, Shuibei, Putian, and even Mexico, exploring the most talked-about places in reports to see how payments are actually made. I also got my hands dirty—built an MVP for Web3 payments, integrated accounts, developed Web3 payment collection tools, and tried to run the imagined path from the first step to the last.

But the deeper I went, the clearer I realized one thing: this isn't an industry where "making a good product guarantees victory." Payments aren't about features; they're about banking relationships, licenses, capital efficiency, and long-term risk management capabilities.

Many seemingly "profitable" payment businesses aren't actually earning ability premiums but risk premiums—they just haven't encountered issues yet. What truly determines how far a payment company can go isn't how much money it has made, but whether it can withstand and survive before risks become apparent.

This article isn't meant to negate the industry but to remove the filters, lay out the real structure, and leave behind some sober judgments for those who come after. (A few weeks ago, I also recorded a podcast with former Kun Global VP Robert, Nayuta Capital CEO, and former Didi Financial CEO Alex, discussing the same issues.)

1. Why Did I Enter Web3 Payments?

As a serial entrepreneur, I ended a multi-year startup project last year. During the company's closure, I also allowed myself some downtime, returning to a more "cleared" position to seriously consider where to focus my energy next.

Six months ago, a friend invited me to Hong Kong to explore Web3 payment-related entrepreneurship. At the time, I wasn't very familiar with Web3 itself and had little understanding of the payments industry. But from a macro perspective, it was clearly a large-scale industry still on an upward trajectory, and there was potential synergy between Web3 and AI.

In previous entrepreneurial ventures, we had handled cross-border business and built platforms and software for remote work. Through these practices, I repeatedly encountered the same reality: business can go global quickly, but the flow of funds always lags. Slow settlements, fragmented paths, opaque costs, and uncontrollable payment terms—these issues might be manageable with experience and patience when the scale is small, but once the business scales, they aren't solved by "management capabilities"; they only get magnified. Money doesn't flow as freely as information, which itself is an invisible cap for many global businesses.

It was against this backdrop that when I began to systematically understand the practical use of Web3 payments in clearing and settlement, it presented not an abstract technical narrative but a solution that logically addressed these pain points directly: faster settlement speeds, higher transparency, and near-24/7 clearing capabilities.

In my judgment at the time, this seemed like a direction that could solve real problems and was Day 1 Global—I didn't enter because of Web3 itself, but because in the specific context of payments, it seemed to offer a superior structure—at least logically, it looked capable of leveraging those long-existing yet often ignored frictions.

But looking back now, I've also come to realize that, like many others, I assumed a premise that was later constantly challenged by reality: as long as clearing and settlement efficiency is high enough, payments would naturally migrate on-chain. It was even simplified into an intuition—payments are just about matching transactions; as long as the process works, you can "handcraft" cash flow.

Given my lack of understanding of Web3 and the payments industry, I decided to first spend three months truly immersing myself in the industry, understanding its structure, and then deciding what to do and from what position.

2. What Payments Really Compete On Is Never the Product

When I arrived in Hong Kong, the initial idea wasn't complicated. The starting thought was simple: leverage some existing resources and relationships from friends, start with OTC or relatively simple payment scenarios, get cash flow running, and then determine the next steps based on real needs.

I wasn't here to do studies or observe long-term; I wanted to see—was it possible to first build something that works and then calibrate the direction based on real business?

But soon, the external environment accelerated significantly. In May, the U.S. passed the GENIUS Act, and the entire industry was almost instantly ignited. Capital, projects, and entrepreneurs flooded in rapidly. Web3 payments transformed from a relatively niche infrastructure topic into a frequently discussed "new opportunity." From the outside, this was a positive; but for a startup team just getting started, this sudden buzz wasn't necessarily a good thing.

The more mixed, noisy, and consensus-driven the moment, the easier it is to掩盖 real issues. Internet giants, financial institutions, banks, traditional Web2 payment companies, and Web3 native teams entered the scene one after another. Everyone talked about opportunities, but few discussed the structure. I felt it was even more crucial to dive into the front lines and truly understand this industry.

1. The "Buzz" in Reports and What You See on the Ground Are Not the Same

After truly running on the ground, the first thing I did wasn't to optimize the product plan but to see: who is actually using Web3 payments? Why? And where? I first went to Yiwu, often cited in reports.

In many studies and shares, Yiwu is frequently held up as a representative sample of "Web3 payments already being scaled." But after actually visiting, I saw a different picture. Stablecoins do exist, but they are more sporadic, relationship-driven, and used behind the scenes.

They haven't become a standardized, productized, replicable settlement method as described in reports. Many transactions aren't based on "optimal efficiency." I later visited Shuibei, Putian, and Mexico, and also learned about penetration rates in places like Africa and Argentina; the situation wasn't fundamentally different.

Web3 payments do exist, but they are far from forming a stable, scalable main path. More often, they are just a "patch" embedded within the existing system. The real penetration rate doesn't match the heat felt in reports, communities, and discussions.

But it was during these exchanges that I gradually shifted my perspective from "can we build a product" to the industry structure itself. I began to realize that the incremental market for stablecoins likely isn't within the "crypto circle" but in those already existing Web2 business scenarios slowed down by traditional clearing and settlement systems.

This isn't a narrative migration but more like a slowly unfolding fintech upgrade. At the same time, questions emerged: if real usage is so fragmented, is the productization path even solid?

2. When We Actually Started Building Applications, All Problems Pointed to the Same Place: Channels

From July to September, while continuing field research, I began systematically engaging potential clients. HR companies, insurance, tourism, MCN agencies, service trade, cross-border businesses, gaming companies... the needs varied, but the core issue was highly consistent: money should flow faster, cheaper, and more stably.

Payroll, task settlements, B2B payments—these scenarios are logically very suitable for stablecoins. Initially, we also thought the application layer was a viable entry point. But soon, an unavoidable premise emerged: you must have stable, compliant, sustainable fiat ⇄ crypto channels.

We started integrating with several service providers that seemed good on the market, but the actual experience showed that it's hard to say any channel is "long-term reliable." To meet business needs, we even tried to build our own channels, but upon actually attempting it, we realized: this isn't a product problem; it's an infrastructure problem.

Banking relationships, licensing structure, KYB/KYC compliance, risk control capabilities, quota management, regulatory communication... the entire channel layer heavily relies on long-accumulated credit, experience, and capital. These aren't capabilities a small internet-background team can补齐 in the short term.

It was here that I truly realized for the first time: payments aren't an industry where "making a good product guarantees victory."

3. You Think You're Making Money, But You're Actually Eating Risk Premiums

During this process, one statement deeply触动 me: payments aren't about how much money you make, but how much money you can spend. Many seemingly "successful" Web3 payment paths aren't本质上 ability premiums but risk premiums.

The more dangerous part is: many don't know what risks they are承担, or where the risks specifically lie.

  • Is it the compliance issue of the trading counterparty?

  • Is it the mismatch in fund pool structure?

  • Is it the lag in risk control rules?

  • Or is it the gray area of regulatory interpretation?

If a business's viability is based on "nothing has happened yet," then it's not a structure that can be安心 scaled.

4. The Essence of Payments Is a "Water Flow" Business.

Slowly, I began to understand payments from a simpler perspective. The essence of payments is actually a "water flow" business. Whoever controls the waterway makes money; the greater the flow from the tap, the greater the earning potential. If water passes by your door, you can take a cut—it sounds like an almost "passive income" business.

But precisely because of this, payments are never a simple business. Not every company "by the water" can make money. The payment companies that make money long-term are often those with extremely strong control over water volume, pressure,回流, pollution, and leakage.

How much water you can handle depends on how much risk you can bear; how long you can keep the water flowing depends on your tolerance within compliance, risk control, and regulatory environments. Many paths that seem to have "great water flow" are本质上 just暂时没人来关闸. It was during this process that I developed a more complex, yet more real,敬畏 for the payments industry.

Its charm isn't in who made another new product, but in—it very honestly tells you, in the real world, which industries are actually making money and which are just making noise. Standing by the waterway, you can see where the real money is flowing, not who is constantly PRing outside.

5. Payments Are a Good Business, But Not One We Can Excel At

Reaching this point, I had to face a judgment that isn't easy for entrepreneurs but is very important. Payments are a good business, but they aren't the type of business we can excel at. This isn't a negation of the direction but a respect for resource endowment.

What the payments industry truly needs isn't rapid trial-and-error, iterative product capabilities, but long-term stable banking relationships, sustainable compliance systems, mature risk control capabilities, and credit accumulated through repeated博弈 in regulatory environments. These capabilities aren't "something you can拼出来," nor can they be补齐 in the short term through smarts or hard work. They are more like industry-level assets, often only formed gradually within specific types of teams and specific time windows.

After truly viewing payments as a "water flow business," I also became more clearly aware: what determines whether a team can stand by the waterway long-term isn't whether you want to, but whether you have that pressure-bearing structure in hand.

Under this premise, continuing to push was no longer a rational investment for us but more like using time and luck to fight against an industry structure that isn't on our side. This issue ultimately led me to the next choice.

3. I Still Believe in Payments, Just See Its True Battlefield Clearly

Let me be clear: I chose to stop doing Web3 payments not because I'm bearish on the industry. On the contrary, over the past six months, I've become increasingly convinced: the structural opportunities in the payments industry are still very large.

But when I truly拆开 these opportunities, I also gradually realized something more残酷 but equally important—payments are a business with longer time cycles, heavier structures, and higher resource requirements. The opportunities are real, but they aren't evenly distributed at the feet of every startup.

1. The Increment in Payments Isn't a Short-Term红利, But a Long-Term Rebuild

If you zoom out, cross-border payments aren't a question of "whether they can explode" but a ongoing infrastructure rebuilding process. The continued溢出 of global supply chains, growth in cross-border service trade, and acceleration of distributed team collaboration are all放大 the friction of traditional clearing and settlement systems.

In this process, the value of Web3 payments isn't体现在 "cheaper" but in three things:

  • Significant improvement in turnover efficiency

  • Transparency of clearing paths

  • Unified settlement capability across currency zones and regulatory zones

This is a structural improvement, not a tactical optimization. And precisely because of this, it naturally belongs to a cross-decade-scale project, not a market that can be leveraged by product sprints.

2. What's Truly Difficult Isn't "Collecting Money," But the Fund System Within the Marketplace

After接触 enough real scenarios on the front lines, I became increasingly clear: the difficulty of payments no longer lies in "collecting money" itself. Especially in Marketplace scenarios, payments are never an independent component but an entire ecosystem-level fund system.

Buyers, sellers, platforms, logistics, streamers, riders, taxes, frozen accounts, subsidy accounts—all roles are interconnected in the same fund chain. In such a system, what truly determines the threshold isn't the payment interface but:

  • Escrow and freezing mechanisms

  • Split accounting and payment term design

  • Risk control and anti-fraud capabilities

  • Cross-regional compliance and regulatory obligations

Once such systems stabilize, they naturally have room to extend into financial capabilities; but同样, they also place extremely high demands on the team's capital strength, risk control system, and long-term patience.

3. Web3 Payments: Not a Front-Office Revolution, But a Back-Office Upgrade

One thing this half-year made me increasingly sure of: the true scaling of Web3 payments won't happen on the user side.

It won't explode because users start actively using wallets, but because corporate back offices start upgrading their Treasury, reconciliation systems, cross-border settlement paths, and fund pool management methods.

In other words, the mainstream path will likely be: front office remains Web2, back office gets Web3. This is a "hidden" upgrade. And this upgrade恰恰 means it relies more on system stability, compliance certainty, and long-term operational capability, not market education.

The real爆发点 also isn't in the most mature markets. If we look geographically, the increment is同样 not balanced.

Asia-Pacific is already a relatively mature market. The real structural growth is more likely to occur in regions like Latin America, Africa, the Middle East, and South Asia:

  • Payment systems are severely fragmented

  • High costs, complex paths

  • Users and merchants have stronger migration willingness

But the other side of these markets is: high localization, strong regulatory differences, strong operational requirements. They need not "cleverness" but long-term深耕.

When I placed these opportunities together, I had to face a clear conclusion: payments are indeed a good business, but the resource endowment they require—

  • Long-term stable banking relationships

  • Mature, sustainable compliance systems

  • Risk control capabilities that withstand stress tests

  • Credit accumulated through repeated博弈 in regulatory environments

—are not within our team's current capability boundaries. This isn't a negation of the direction but a respect for reality. The battlefield for payments still exists, just not under our feet. It was under this judgment that I ultimately chose to stop and rethink: if not standing by the waterway, where else can I stand to continue participating in this ongoing structural change?

4. After I Decided to Stop Doing Payments

When I truly made the decision to stop doing Web3 payments, there wasn't a strong sense of "ending." It felt more like an exploration had finally reached a point where it should stop. I haven't left the industry. I've just shifted from trying to stand on the waterway to collect water, to standing beside the waterway,重新 observing how the water flows and where it ultimately goes.

In the process of repeatedly拆解 the payment structure, one judgment became increasingly clear: payments solve the flow problem—whether money can move and how fast; but what truly determines long-term value is never the flow itself, but—where the money stops after flowing, and how it is managed.

If we look back at the development path of China's fintech over the past twenty years, this logic is actually very clear. Payments are just the entrance; balances are the transfer station; what truly formed scale and barriers were the subsequent fund management and asset allocation systems. Yu'ebao, Tian Tian Fund, Tian Hong didn't succeed because they "did payments better," but because they stood behind payments,承接 and reorganizing the already large-scale fund flow.

Payments are the doorway, not the destination. Placing this structure back into the Web3 world, I see similar issues gradually emerging. The chain already has大量 not激进 but sufficiently robust asset forms—lending, short-duration RWA, neutral strategies,组合化 products... they are more like on-chain money market funds, short-term bond funds, and stable allocation tools. The real problem isn't "whether there are assets" but: most people don't know what risks they are facing and lack an entrance to understand, compare, and judge these assets.

As more and more funds start flowing on-chain, this issue will only become more prominent. It was at this node that I began to realize: if I don't continue with payments, I can still stay within this change in another way. Not by competing for the waterway, but by clarifying the structure of the water flow, laying out the boundaries and risks, letting people know which places are worth staying and which require extra caution. This is also the direction my team and I will continue to explore next.

This article isn't meant to draw conclusions about Web3 payments or advise anyone to enter or exit, it's just trying to clearly explain why I chose to stop doing payments. I hope it can serve as a reference for those who come after, perhaps helping them avoid some detours.

相關問答

QWhat was the author's initial motivation for entering the Web3 payments space?

AThe author, a serial entrepreneur, was drawn to Web3 payments not because of Web3 itself, but because it appeared to offer a structurally superior solution to the long-standing frictions in global business, such as slow settlement, fragmented paths, opaque costs, and unpredictable payment cycles. It seemed like a 'Day 1 Global' opportunity that could solve real problems with faster settlement, higher transparency, and near-24/7 clearing capabilities.

QWhat key realization did the author have after conducting on-the-ground research in places like Yiwu and Mexico?

AThe author realized that the reality of Web3 payments on the ground was fragmented, relationship-driven, and used as a 'patch' within existing systems, rather than the standardized, productized, and scalable solution often portrayed in reports. The actual penetration rate did not match the perceived hype, indicating it had not yet formed a stable, scalable mainstream path.

QAccording to the author, what are the true core competencies required to succeed in the payments industry, rather than just product features?

AThe author states that payments are not an industry where 'building a better product wins.' The true core competencies are long-term banking relationships, licenses and compliance, capital efficiency, and long-term risk management capabilities. It is a 'water flow' business where success depends on controlling the volume, pressure, and risks of the capital flow, not just the product interface.

QWhat did the author mean by stating that many seemingly profitable payment businesses are actually earning 'risk premium'?

AThe author meant that the profitability of many Web3 payment operations is not based on a superior ability or service (ability premium), but on the fact that they have not yet encountered a major risk event. Their viability is built on the premise of 'not having had an accident yet,' meaning they are profiting from taking on risks that are not fully understood or priced in, rather than from a sustainable and secure business model.

QAfter deciding to stop building Web3 payment products, what new direction does the author see for participating in the ecosystem?

AThe author shifted focus from trying to control the 'water flow' (payments) to helping people understand the structure of that flow. The new direction involves creating an entry point for users to understand, compare, and judge the various on-chain assets (e.g., lending, short-duration RWA, neutral strategies) that emerge as capital moves on-chain. The goal is to provide clarity on where funds can be parked safely and what risks are involved, essentially acting as a guide for capital management after the payment is made.

你可能也喜歡

交易

現貨
合約

熱門文章

什麼是 $S$

理解 SPERO:全面概述 SPERO 簡介 隨著創新領域的不斷演變,web3 技術和加密貨幣項目的出現在塑造數字未來中扮演著關鍵角色。在這個動態領域中,SPERO(標記為 SPERO,$$s$)是一個引起關注的項目。本文旨在收集並呈現有關 SPERO 的詳細信息,以幫助愛好者和投資者理解其基礎、目標和在 web3 和加密領域內的創新。 SPERO,$$s$ 是什麼? SPERO,$$s$ 是加密空間中的一個獨特項目,旨在利用去中心化和區塊鏈技術的原則,創建一個促進參與、實用性和金融包容性的生態系統。該項目旨在以新的方式促進點對點互動,為用戶提供創新的金融解決方案和服務。 SPERO,$$s$ 的核心目標是通過提供增強用戶體驗的工具和平台來賦能個人。這包括使交易方式更加靈活、促進社區驅動的倡議,以及通過去中心化應用程序(dApps)創造金融機會的途徑。SPERO,$$s$ 的基本願景圍繞包容性展開,旨在彌合傳統金融中的差距,同時利用區塊鏈技術的優勢。 誰是 SPERO,$$s$ 的創建者? SPERO,$$s$ 的創建者身份仍然有些模糊,因為公開可用的資源對其創始人提供的詳細背景信息有限。這種缺乏透明度可能源於該項目對去中心化的承諾——這是一種許多 web3 項目所共享的精神,優先考慮集體貢獻而非個人認可。 通過將討論重心放在社區及其共同目標上,SPERO,$$s$ 體現了賦能的本質,而不特別突出某些個體。因此,理解 SPERO 的精神和使命比識別單一創建者更為重要。 誰是 SPERO,$$s$ 的投資者? SPERO,$$s$ 得到了來自風險投資家到天使投資者的多樣化投資者的支持,他們致力於促進加密領域的創新。這些投資者的關注點通常與 SPERO 的使命一致——優先考慮那些承諾社會技術進步、金融包容性和去中心化治理的項目。 這些投資者通常對不僅提供創新產品,還對區塊鏈社區及其生態系統做出積極貢獻的項目感興趣。這些投資者的支持強化了 SPERO,$$s$ 作為快速發展的加密項目領域中的一個重要競爭者。 SPERO,$$s$ 如何運作? SPERO,$$s$ 採用多面向的框架,使其與傳統的加密貨幣項目區別開來。以下是一些突顯其獨特性和創新的關鍵特徵: 去中心化治理:SPERO,$$s$ 整合了去中心化治理模型,賦予用戶積極參與決策過程的權力,關於項目的未來。這種方法促進了社區成員之間的擁有感和責任感。 代幣實用性:SPERO,$$s$ 使用其自己的加密貨幣代幣,旨在在生態系統內部提供多種功能。這些代幣使交易、獎勵和平台上提供的服務得以促進,增強了整體參與度和實用性。 分層架構:SPERO,$$s$ 的技術架構支持模塊化和可擴展性,允許在項目發展過程中無縫整合額外的功能和應用。這種適應性對於在不斷變化的加密環境中保持相關性至關重要。 社區參與:該項目強調社區驅動的倡議,採用激勵合作和反饋的機制。通過培養強大的社區,SPERO,$$s$ 能夠更好地滿足用戶需求並適應市場趨勢。 專注於包容性:通過提供低交易費用和用戶友好的界面,SPERO,$$s$ 旨在吸引多樣化的用戶群體,包括那些以前可能未曾參與加密領域的個體。這種對包容性的承諾與其通過可及性賦能的總體使命相一致。 SPERO,$$s$ 的時間線 理解一個項目的歷史提供了對其發展軌跡和里程碑的關鍵見解。以下是建議的時間線,映射 SPERO,$$s$ 演變中的重要事件: 概念化和構思階段:形成 SPERO,$$s$ 基礎的初步想法被提出,與區塊鏈行業內的去中心化和社區聚焦原則密切相關。 項目白皮書的發布:在概念階段之後,發布了一份全面的白皮書,詳細說明了 SPERO,$$s$ 的願景、目標和技術基礎設施,以吸引社區的興趣和反饋。 社區建設和早期參與:積極進行外展工作,建立早期採用者和潛在投資者的社區,促進圍繞項目目標的討論並獲得支持。 代幣生成事件:SPERO,$$s$ 進行了一次代幣生成事件(TGE),向早期支持者分發其原生代幣,並在生態系統內建立初步流動性。 首次 dApp 上線:與 SPERO,$$s$ 相關的第一個去中心化應用程序(dApp)上線,允許用戶參與平台的核心功能。 持續發展和夥伴關係:對項目產品的持續更新和增強,包括與區塊鏈領域其他參與者的戰略夥伴關係,使 SPERO,$$s$ 成為加密市場中一個具有競爭力和不斷演變的參與者。 結論 SPERO,$$s$ 是 web3 和加密貨幣潛力的見證,能夠徹底改變金融系統並賦能個人。憑藉對去中心化治理、社區參與和創新設計功能的承諾,它為更具包容性的金融環境鋪平了道路。 與任何在快速發展的加密領域中的投資一樣,潛在的投資者和用戶都被鼓勵進行徹底研究,並對 SPERO,$$s$ 的持續發展進行深思熟慮的參與。該項目展示了加密行業的創新精神,邀請人們進一步探索其無數可能性。儘管 SPERO,$$s$ 的旅程仍在展開,但其基礎原則確實可能影響我們在互聯網數字生態系統中如何與技術、金融和彼此互動的未來。

85 人學過發佈於 2024.12.17更新於 2024.12.17

什麼是 $S$

什麼是 AGENT S

Agent S:Web3中自主互動的未來 介紹 在不斷演變的Web3和加密貨幣領域,創新不斷重新定義個人如何與數字平台互動。Agent S是一個開創性的項目,承諾通過其開放的代理框架徹底改變人機互動。Agent S旨在簡化複雜任務,為人工智能(AI)提供變革性的應用,鋪平自主互動的道路。本詳細探索將深入研究該項目的複雜性、其獨特特徵以及對加密貨幣領域的影響。 什麼是Agent S? Agent S是一個突破性的開放代理框架,專門設計用來解決計算機任務自動化中的三個基本挑戰: 獲取特定領域知識:該框架智能地從各種外部知識來源和內部經驗中學習。這種雙重方法使其能夠建立豐富的特定領域知識庫,提升其在任務執行中的表現。 長期任務規劃:Agent S採用經驗增強的分層規劃,這是一種戰略方法,可以有效地分解和執行複雜任務。此特徵顯著提升了其高效和有效地管理多個子任務的能力。 處理動態、不均勻的界面:該項目引入了代理-計算機界面(ACI),這是一種創新的解決方案,增強了代理和用戶之間的互動。利用多模態大型語言模型(MLLMs),Agent S能夠無縫導航和操作各種圖形用戶界面。 通過這些開創性特徵,Agent S提供了一個強大的框架,解決了自動化人機互動中涉及的複雜性,為AI及其他領域的無數應用奠定了基礎。 誰是Agent S的創建者? 儘管Agent S的概念根本上是創新的,但有關其創建者的具體信息仍然難以捉摸。創建者目前尚不清楚,這突顯了該項目的初期階段或戰略選擇將創始成員保密。無論是否匿名,重點仍然在於框架的能力和潛力。 誰是Agent S的投資者? 由於Agent S在加密生態系統中相對較新,關於其投資者和財務支持者的詳細信息並未明確記錄。缺乏對支持該項目的投資基礎或組織的公開見解,引發了對其資金結構和發展路線圖的質疑。了解其支持背景對於評估該項目的可持續性和潛在市場影響至關重要。 Agent S如何運作? Agent S的核心是尖端技術,使其能夠在多種環境中有效運作。其運營模型圍繞幾個關鍵特徵構建: 類人計算機互動:該框架提供先進的AI規劃,力求使與計算機的互動更加直觀。通過模仿人類在任務執行中的行為,承諾提升用戶體驗。 敘事記憶:用於利用高級經驗,Agent S利用敘事記憶來跟蹤任務歷史,從而增強其決策過程。 情節記憶:此特徵為用戶提供逐步指導,使框架能夠在任務展開時提供上下文支持。 支持OpenACI:Agent S能夠在本地運行,使用戶能夠控制其互動和工作流程,與Web3的去中心化理念相一致。 與外部API的輕鬆集成:其多功能性和與各種AI平台的兼容性確保了Agent S能夠無縫融入現有技術生態系統,成為開發者和組織的理想選擇。 這些功能共同促成了Agent S在加密領域的獨特地位,因為它以最小的人類干預自動化複雜的多步任務。隨著項目的發展,其在Web3中的潛在應用可能重新定義數字互動的展開方式。 Agent S的時間線 Agent S的發展和里程碑可以用一個時間線來概括,突顯其重要事件: 2024年9月27日:Agent S的概念在一篇名為《一個像人類一樣使用計算機的開放代理框架》的綜合研究論文中推出,展示了該項目的基礎工作。 2024年10月10日:該研究論文在arXiv上公開,提供了對框架及其基於OSWorld基準的性能評估的深入探索。 2024年10月12日:發布了一個視頻演示,提供了對Agent S能力和特徵的視覺洞察,進一步吸引潛在用戶和投資者。 這些時間線上的標記不僅展示了Agent S的進展,還表明了其對透明度和社區參與的承諾。 有關Agent S的要點 隨著Agent S框架的持續演變,幾個關鍵特徵脫穎而出,強調其創新性和潛力: 創新框架:旨在提供類似人類互動的直觀計算機使用,Agent S為任務自動化帶來了新穎的方法。 自主互動:通過GUI自主與計算機互動的能力標誌著向更智能和高效的計算解決方案邁進了一步。 複雜任務自動化:憑藉其強大的方法論,能夠自動化複雜的多步任務,使過程更快且更少出錯。 持續改進:學習機制使Agent S能夠從過去的經驗中改進,不斷提升其性能和效率。 多功能性:其在OSWorld和WindowsAgentArena等不同操作環境中的適應性確保了它能夠服務於廣泛的應用。 隨著Agent S在Web3和加密領域中的定位,其增強互動能力和自動化過程的潛力標誌著AI技術的一次重大進步。通過其創新框架,Agent S展現了數字互動的未來,為各行各業的用戶承諾提供更無縫和高效的體驗。 結論 Agent S代表了AI與Web3結合的一次大膽飛躍,具有重新定義我們與技術互動方式的能力。儘管仍處於早期階段,但其應用的可能性廣泛且引人入勝。通過其全面的框架解決關鍵挑戰,Agent S旨在將自主互動帶到數字體驗的最前沿。隨著我們深入加密貨幣和去中心化的領域,像Agent S這樣的項目無疑將在塑造技術和人機協作的未來中發揮關鍵作用。

688 人學過發佈於 2025.01.14更新於 2025.01.14

什麼是 AGENT S

如何購買S

歡迎來到HTX.com!在這裡,購買Sonic (S)變得簡單而便捷。跟隨我們的逐步指南,放心開始您的加密貨幣之旅。第一步:創建您的HTX帳戶使用您的 Email、手機號碼在HTX註冊一個免費帳戶。體驗無憂的註冊過程並解鎖所有平台功能。立即註冊第二步:前往買幣頁面,選擇您的支付方式信用卡/金融卡購買:使用您的Visa或Mastercard即時購買Sonic (S)。餘額購買:使用您HTX帳戶餘額中的資金進行無縫交易。第三方購買:探索諸如Google Pay或Apple Pay等流行支付方式以增加便利性。C2C購買:在HTX平台上直接與其他用戶交易。HTX 場外交易 (OTC) 購買:為大量交易者提供個性化服務和競爭性匯率。第三步:存儲您的Sonic (S)購買Sonic (S)後,將其存儲在您的HTX帳戶中。您也可以透過區塊鏈轉帳將其發送到其他地址或者用於交易其他加密貨幣。第四步:交易Sonic (S)在HTX的現貨市場輕鬆交易Sonic (S)。前往您的帳戶,選擇交易對,執行交易,並即時監控。HTX為初學者和經驗豐富的交易者提供了友好的用戶體驗。

1.4k 人學過發佈於 2025.01.15更新於 2025.03.21

如何購買S

相關討論

歡迎來到 HTX 社群。在這裡,您可以了解最新的平台發展動態並獲得專業的市場意見。 以下是用戶對 S (S)幣價的意見。

活动图片