Trevor Xu

Cofounder of Pancrest Capital, incubating @DowProtocol | Prev: Founder @TaggerAI | National Winner @UNSW ProgComp, @austmathstrust

[Trevor Xu @Trevor_ether]

https://t.co/cZwLSZzNLM

[Dow Protocol @DowProtocol]

Dowsure partners with the world's largest e-commerce platforms, top 10 global banks, and e-commerce merchants to connect all aspects of the e-commerce working capital business chain.

This includes risk analysis, liquidity provision, repayment mechanisms, and customer management.

By transforming e-commerce platform data points into a risk analysis system that is used by leading global banks, Dowsure provides the stringent risk management required to safeguard loans for institutional investors.

Website: https://t.co/N4mR0pNPm0

[Aster 🥷 @Aster_DEX]

$TAG ( @TaggerAI ) is listing on Aster. 📊🤖

🕒 Dec 5, 10:00 UTC – Dec 12, 23:59 UTC
🎁 $50,000 in $ASTER + extra $TAG rewards
📈 1.2x boost for TAG/USDT Spot trading during the campaign

To qualify:
🔶 Hold 444 $ASTER on Aster (Spot + Perpetual) for the entire campaign window (Dec 5, 10:00 UTC – Dec 12, 23:59 UTC). Holdings from concurrent Aster campaigns count toward this requirement.
🔶 Trade ≥ $4,000 TAG/USDT Spot volume on Aster (Perpetual volume not counted).
🔶 Rewards allocated pro-rata by your share of TAG/USDT Spot trading fees, capped at 3% of the prize pool per user. Market makers excluded.

About Tagger ( @TaggerAI ): Tagger is a DeCorp AI data solution platform for data labeling, processing, management, and trading, running full-stack data pipelines with partners like Huawei Cloud, BVCI, BlueSky Carbon, ReadiiTel, and more.

Details 👉 https://t.co/Llyx0V6l5G

Check out our ongoing campaigns 🎮 https://t.co/M2lgpBUxO6

[Nasdaq Exchange @NasdaqExchange]

💵 Building the future of finance.
🔔 @Solowin_ provides an integrated financial services infrastructure that caters to the needs and aspirations of next-generation investors.
🎉 Thrilled to celebrate you, $AXG! #NasdaqListed

[KGeN 🟩 @KGeN_IO]

Growth without reliability is just noise.

Join us in our next ThoroughScan sesh where we discuss "How to Grow Globally and Stay Reliable with AI"

Guest Speakers:
@stellaachenbach @Trevor_ether @oliverrr_shen @anoushkaananth @pukerrainbrow
@pukecast @RugRadio

📅 24th September
⏰ 7:30 PM IST / 10:00 PM HKT

Set your reminders 👇

[TradeTide AI @tradetideAI_]

🎙️ Join Our First AMA and Earn USDT Rewards🎉

After Bitcoin Asia, we felt the passion from the Chinese community for AI 🌏✨ That’s why our first Space will be in Chinese. More languages coming soon! 🚀

Theme: The Autonomous Era of AI Agents: From Infrastructure to Financial Revolution
🗓 Sept 12 (Fri), 8–9 PM HKT
🔔 Reminder: https://t.co/JSX2Fpil8l

💎 $50 USDT Giveaway 💎
✨ Task 1: RT this post + comment your BSC address → 5 winners, $5 each
✨ Task 2: Join the Space + complete the live task → 5 winners, $5 each

👥 Guest Speakers
🐱 0x橘猫 — TradeTideAI Ambassador | @2021OrangeCat
🧑‍💻 Trevor — Founder of Tagger | @Trevor_ether
💼 曾尧 — Candaq Venture Partner | @ZyxArthur
🌐 Kwuaint — Dev-Rel of CESS Network | @kwuaint
🤖 Ky — Co-Founder & CTO of HolmesAI | @0xKenzeng

Special thanks to our partners:
@TaggerAI @CESS_Storage @CandaqCom @HolmesAI_
#TradeTideAI #AITrading #AMA #Giveaway

[Tagger @TaggerAI]

We are honored to be selected as finalists in the 2025 @BNBCHAIN Annual Awards.

This recognition reflects the tremendous effort and achievements from our work building #DeCorp and developing a robust #USD1 AI B2B enterprise settlement workflow.

We extend our heartfelt thanks to @BNBCHAIN for their ongoing support throughout this journey, and we invite all #DeCorp supporters to cast your vote at:

https://t.co/C3JkSo9bbi

We also congratulate our fellow builders on the list and commend the entire community for making @BNBCHAIN such an inspiring ecosystem.

[Tagger @TaggerAI]

A reminder for @BNBCHAIN #AIonBNB space on Mon 25 Aug, 2AM UTC+0.

It will be a panel involving @BNBCHAIN, @TaggerAI, @Alaya_AI, @Gata_xyz, and @myshell_ai.

Listen Live🔗:
https://t.co/QDvQZRsZuD

[Tagger @TaggerAI]

We’re pleased to announce a partnership with Canada-listed public company, Blockchain Venture Capital Inc. (BVCI), to deliver data labeling orders on privacy-first computer vision and LLM evaluation focused on wallet security and compliant support. Payments for these orders will be settled in #USD1, the @WorldLibertyFi stablecoin, enabling fast, low-cost, and programmable on-chain settlement.

Scope of work:
- LLM Evaluation for Regulated Support: Human-rated accuracy/safety checks, policy guardrails, and red-team prompts, built on synthetic dialogs.
- Fraud & Phishing Intelligence (CV): Classify public phishing look-alikes; detect spoofed logos, fake modals, and malicious QR prompts.
- UI Component Detection: Box/mask buttons, inputs, QR panes, and status banners on public/mock wallet screens for automated UI tests.
- Card & ID Redaction (Synthetic): Polygon masks over PAN/name/expiry/MRZ on fully synthetic cards/IDs for on-device blurring.
- Device Integrity for Onboarding: Detect emulator/root/jailbreak cues, debug overlays, and virtual-device watermarks in staged screenshots.

Privacy-first by #DeCorp design:
All datasets are non-private (public, synthetic, or staged). We enforce automatic redaction where applicable, metadata minimization, and auditable workflows with dual-pass review, consensus checks, and on-chain traceability end-to-end.

[Tagger @TaggerAI]

We invite you to Twitter space on Thu 21 Aug, 1PM UTC+0.

Speakers:
@Trevor_ether - Founder, @TaggerAI
@ladyxtel - Founder, @chatandbuild
@lclwalter - Business Development, @BNBCHAIN
Chris Duggan - Senior Marketing Manager, @Chain_GPT

Listen Live🔗:
https://t.co/L3iq9JacW2

[Trevor Xu @Trevor_ether]

The Quiet Doors I Kept Knocking On
(I’ve added a Chinese translation in the second half)

When I started Tagger, most advice I heard was to chase headlines. @unicornverse_io told me to chase fundamentals. Ann @A_unicornverse kept reminding me: build real utility, let the work speak when the market is loud. That guidance landed deep. We pushed the #DeCorp pipeline until it moved on its own—then took it outside of crypto’s walls. It wasn’t glamorous at the start. A blockchain-native company trying to win Web 2 trust feels like knocking on doors that don’t open. But we kept knocking. We partnered with companies like Huawei Cloud, Stables, BlueSky Carbon Group, ReadiiTel and more, and delivered data labeling that stands on quality, not slogans. The deals were signed. The loop closed. That, to me, is what survival looks like.

Ann @A_unicornverse has been a quiet constant in that journey. She’s a rare kind of leader in this industry—patient when everyone else is frantic. After we connected, I saw up close how far resilience can take a person, especially when people doubt you first. It gave me permission to keep doing the uncelebrated things: stitching infrastructure together, earning trust one workflow at a time, choosing the long route when the short one would burn brighter for a week. A founder’s vision decides how the company breathes; hers matched mine—hold the line, ship the work, outlast the cycle.

They’re the partners who show up on the messy days, tuning market structure to real demand, catching the books when the tape turns rough, and treating liquidity like utility, not PR. They stayed close all along: steady operating cadence, clean metrics, risk discipline, and the hard conversations that keep us compounding. They also introduced enterprise clients so revenue could lead. What they bring is simple and rare: capital plus care, every kind of support a team needs to endure and do its best work over the long run.

I also understand the pull of this market’s “memetic power.” There’s nothing wrong with it. In fact, it brings the people we need—labelers, reviewers, contributors—into #DeCorp. That’s why we chose a fair launch and a proof-of-human-work approach, why we let a weird bold panda be our mascot. If we’re asking the world to help build honest AI data at scale, we should feel human while we do it. We can move with the rhythm of the cycle without letting it rewrite our compass.

What UniCall represents to me is simple: broadcasting trust. Fairness isn’t free; people pay for it every time they back projects that don’t mean it. @unicornxdex cuts that cost by doing the hard, sometimes invisible work—research, background checks, long-sighted screening—so communities aren’t left holding the bill for someone else’s shortcuts. UV @unicornverse_io provides the capital behind it all—the patient kind, the diamond-hands backer. They believed in Tagger early and even opened doors to people who could introduce us to enterprise clients. That’s not just capital; that’s conviction, expressed as effort.

Today, I believe Tagger is a rare thing in crypto: a blockchain-born company with a living, breathing Web2 business model. It didn’t happen overnight, and it didn’t happen by accident. It came from choosing to survive while others chose to sprint, from building systems that pay contributors every time they create value, from trusting that honest work compounds—even when no one is clapping. I’m grateful to Ann @A_unicornverse and @unicornverse_io for seeing that path with me, and to our community for walking it.

We’ll keep doing the work people may never see, because that’s the work that lets everything else be seen.

《在不响的门前，敲出回声》

当我创立 Tagger 时，几乎所有的建议都叫我去追头条。@unicornverse_io 则劝我潜心搭建基本面。Ann总 @A_unicornverse 一次次叮嘱我把真正有用的价值做出来，当市场喧嚣如潮，让产品自己开口。
这番指引深深落在我心里。
我们把 #DeCorp 的管线推到能自转，然后把它带出加密世界的高墙之外。开头并不体面。一家链上出生的公司要赢得 Web2 的信任，像是在一扇扇不开的门前叩问。
可我们一直敲。
我们与华为云（Huawei Cloud）、Stables、BlueSky Carbon Group、ReadiiTel 等公司合作，用质量而非口号交付数据标注。
合同签下。
闭环拉上。
对我而言，这就是在浮躁的市场中“长期存活”的样子。

在这段旅程里，Ann总@A_unicornverse 始终是一股安静的定力。她是这个行业里少见的领导者——当众人浮躁时，她依旧从容耐心。相识之后，我近距离看见了韧性能把一个人带到多远，尤其是在一开始先被怀疑的时候。
这给了我一种许可：继续做那些无人喝彩的事——把基础设施一针一线缝起来，一道流程一分信任地去赢得，明知近路一周会更亮，也偏要选那条更长的路。
创始人的愿景决定公司的呼吸；她的愿景与我相合——守住阵线，把活交付，熬过周期。

她们是那个在最混乱的日子也会现身的伙伴：顺着真实需求去校准市场结构，行情转急时托住账簿，把流动性当作基础设施，而不是一场公关秀。他们一直并肩而行：稳定的作业节奏、清晰的量化指标、严格的风险与资金纪律，还有那些直面痛点、让收益得以长期复利的坦诚对话。他们也为我们牵线企业客户，让“收入”而非“噪音”走到叙事的中心。归根到底，他们带来的东西朴素却稀缺——资本与关怀并重，几乎涵盖一个团队在长周期中熬得住、活得
好、做到最好的每一种支持。

我同样理解这个市场“Memetic Power”的牵引。这并没有错。事实上，它把我们需要的人——标注者、审核者、贡献者——带进了 #DeCorp。
这就是我们为何选择Fair Launch 与“Proof-of-Human-Work”的路径，也是为什么我们让一只有点怪、很大胆的熊猫做吉祥物。
如果我们邀请世界一起为规模化、诚实的 AI 数据出力，那么这件事就该有人味。我们可以随着周期的鼓点起舞，但不让它改写我们的罗盘。

在我心里，UniCall 的含义很朴素：把信任向外广播。公平从来都不是免费的；每一次人们为并不真诚的项目站台，都是在替公平买单。@unicornxdex 通过那些辛苦且常常看不见的工作——研究、背调、长线筛选，UV@unicornverse_io则为这一切提供了资金支持，并愿意去做那个有耐心的资本，钻石手金主。让社区不必为他人的捷径埋单。
他们很早就相信了 Tagger，甚至为我们打开通路，介绍能把我们带到企业客户面前的人。那是以行动表达的笃定。

今天，我相信 Tagger 在区块链行业里是个稀缺的存在：一家公司在链上出生，却拥有鲜活的 Web2 商业模型。
这不是一夜之间的奇迹，也不是偶然的巧合。
它源于在别人选择冲刺时我们选择活下去，源于搭起一个“每一次创造价值就能得到回报”的系统，源于相信诚实的工作会复利——哪怕没有掌声。
感谢 Ann 安总@A_unicornverse 与 UV@unicornverse_io 愿意长期投资并与我一起看见这条路，也感谢我们的社区与我们同行。

我们会继续把那些也许永远不会被看见的工作做到最好，因为正是这些工作，让其他的一切得以被看见。

[Tagger @TaggerAI]

Tagger is now a partner of Huawei Cloud, providing data labeling services to enterprises within the Huawei ecosystem network.

This is a major validation to the #DeCorp system as we begin to prepare enterprise-grade workflows for organizations standing at the world's forefront in AI technology.

Planned Research and Development Areas:

1. Perception Data Labeling & Sensor Fusion
- 4D BEV Lane-Line Annotation & Tracking (bird’s-eye view, spatiotemporal consistency)
- Joint 4D & 2D Traffic-Light Labeling (state, timing, and scene context)
- 3D Freespace Segmentation (drivable area & obstacle exclusion)
- 2D–3D Fusion Labeling (camera/LiDAR/Radar alignment and cross-modal QA)
- 2D Bounding Boxes, 2D & 4D Semantic Segmentation, Keypoint Annotation (core CV primitives at scale)

2. Large-Model (LLM/VLM) Evaluation & Ops
- LLM Text Evaluation & Scoring (rubrics, pairwise comparisons, MOS-style ratings)
- Multimodal Video Evaluation for VLMs (temporal reasoning, grounding, event detection)
- LLM Prompt Supervision (PS) (prompt design, safety guardrails, A/B scoring and red-teaming)

[Trevor Xu @Trevor_ether]

This is an early snapshot of #DeCorp. The system is young and the feedback loops are still forming. Friction did happen along the way: enterprises were tuned for legacy hierarchies, while we operate by different rules in the blockchain industry. We pushed the first block anyway; now the cycle can reinforce itself. Our partnership with a world-leading AI organization is now a proof that the mechanism holds under real conditions. From here we measure, iterate, and harden. As the network compounds, value should accrue to those who contributed when it was hardest - the early supporters and contributors of #DeCorp.

[Unicorn X @unicornxdex]

Join us for an AMA with @a_unicornverse @Trevor_ether @Jer_NFTWorld and @broleon 🦄

Set your reminder and make sure to tune in!

We will be sharing our visions, talking about how we’re building the Web3 Singularity together, and most importantly, we’ll be releasing the UniCall signal live during the AMA!

🔔 Where: https://t.co/IolJFPFWQD
⏰ When: 9:00 PM GMT+8 / 1:00 PM UTC — August 14

🎁 Celebration Giveaway: 500 X Points to be shared among 10 winners!
1. Follow @unicornxdex and @TaggerAI
2. Download UnicornX: https://t.co/xJikVGn0A0
3. Share a screenshot of your UX account in the comments along with your registered email address

[Trevor Xu @Trevor_ether]

https://t.co/3yXeJjw0E1

[Trevor Xu @Trevor_ether]

When the Tea App accidentally left its Firebase bucket wide open, 72000 user photos - including thousands of ID selfies - were scraped and splashed across the open web. Three things caused the incident: unencrypted files, no access‑control list, and zero audit trail.

Tagger’s data authentication protocol fixes all three and adds upside.

1. Fingerprint first, store later. Every file is hashed, time‑stamped, and anchored to an immutable directory and ledger before it is ever shared. If a copy surfaces elsewhere, the protocol can prove ownership instantly and launch takedowns.

2. End‑to‑end encryption + smart‑contract ACLs. Raw data lives in distributed object storage encrypted with the owner’s data passport. They can either grant or revoke decryption rights, so even a misconfigured server reveals only ciphertext.

3. Immutable audit logs. Abnormal download bursts light up dashboards and trigger automated key rotation - far faster than human forensics.

4. Wallet‑based identity. In the future, Zero‑knowledge proofs let users prove “verified” status without handing over their passport scan, eliminating the very files that Tea lost.

By replacing fragile, centralized databases with a permissionless decentralized database, #DeCorp turns a breach into an easily contained non‑event. For data-centric platforms, that’s a win‑win blueprint for lasting trust and regulatory peace of mind for all parties involved.

[genddy @ZTobias114838]

The drivers licenses leaked today from the tea app have been uploaded to a searchable map.... this may be the worst PII leak I've ever seen lol

[Tagger @TaggerAI]

We are greatly honored to be building #DeCorp. @Binance Perpetual Listing has only strengthened our resolve.

The mission of #DeCorp is to is to enable anyone, irrespective of their background or financial means, to participate flexibly in the development of AI and data, thereby addressing the inequities of traditional corporate structures. This is merely the start of our journey.

[Trevor Xu @Trevor_ether]

https://t.co/UAJFUVPz76

[BUILDON GALAXY @BUILDonBsc_AI]

We’re thrilled to announce that BUILDon Galaxy has invested $800K into our winning projects:

EGL1 (@EGLL_american)
Liberty (@liberty_bsc)
Tagger (@TaggerAI)
BANK (@LorenzoProtocol)

Funds were deployed via the BUILDon Foundation’s purchasing address:
0xe9ae0de56837edfbab65c9c3f86c5524d1293df2

In addition, WLFI (@worldlibertyfi) has made a $40K purchase across:
$EGL1, $TAG, $LIBERTY, $BANK, and $B.

Huge congratulations to all the winners! Kudos to all our sponsors @PancakeSwap, @BNBCHAIN, @four_meme_, @lista_dao, and @Aster_DEX.

Let’s keep the #USD1 momentum going strong 🦁🚀

#USD1 #BuildWithUSD1

[Tagger @TaggerAI]

We invite you to the "AI x Web 3: Real Utility or Passing Hype" space on Wed 16 July, 2PM UTC+0.

Speakers:
@Trevor_ether - Founder, @TaggerAI
@lclwalter - Business Development, @BNBCHAIN
@TheTAOofData - CEO, @mindnetwork_xyz
@ETezRyu - Cofounder, @BOOM_FND

AMA Link:
https://t.co/T4arGoC1hn