Tagger AI

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.

It's been an incredible two weeks, with a wealth of data successfully labeled!

We're analyzing the accuracy and quality of labeled entries, which have mostly aligned with the original peer-review results.

We encountered some emerging challenges along this journey of building a scalable #DeCorp model, but our team powered through undeterred. What a time to be building AI and #USD1 on @BNBCHAIN!

Taggerは現在、Huawei Cloudのパートナーであり、Huaweiエコシステムネットワーク内の企業にデータラベリングサービスを提供しています。

これは、#DeCorpシステムにとって重要な検証であり、AI技術の最前線に立つ組織向けにエンタープライズグレードのワークフローを準備し始めるにあたってのものです。

計画中の研究開発分野：

1. 知覚データラベリング & センサーフュージョン
- 4D BEVレーンライン注釈 & トラッキング（バードアイビュー、時空間的一貫性）
- 共同4D & 2D信号灯ラベリング（状態、タイミング、シーンコンテキスト）
- 3Dフリースペースセグメンテーション（走行可能エリア & 障害物除外）
- 2D–3Dフュージョンラベリング（カメラ/LiDAR/RadarのアライメントとクロスモーダルQA）
- 2Dバウンディングボックス、2D & 4Dセマンティックセグメンテーション、キーポイント注釈（大規模なコアCVプリミティブ）

2. 大規模モデル（LLM/VLM）評価 & オペレーション
- LLMテキスト評価 & スコアリング（ルーブリック、ペアワイズ比較、MOSスタイルの評価）
- VLMのためのマルチモーダルビデオ評価（時間的推論、グラウンディング、イベント検出）
- LLMプロンプト監視（PS）（プロンプト設計、安全ガードレール、A/Bスコアリングおよびレッドチーミング）

The Two-Week $200K Data Labeling Event is live!

Period: 14 Aug - 28 Aug
Estimated Daily Incentive: $14,300 in $TAG
Reward per Image: 700 $TAG ($0.83 USD). Final payout varies by several coefficients—especially accuracy.

Reviewers
We’ve completed selection of the 60 new data reviewers, bringing the total to 100. If you were selected, your wallet is now enabled to take review tasks in Task Plaza.
If you weren’t selected, you may unstake. You can request to unstake no sooner than 2 days after staking; funds become claimable 2 days after the request.

This is an early attempt of testing #DeCorp at scale. We’ll closely monitor labeling and review quality - both will influence future events and enterprise order delivery.

After uploading tasks to the blockchain, please tag @TaggerAI on Twitter.

Happy DeCorping!

We are pleased to announce a $5 Million USD multi-workstream deal with @stables_money to supply data-labeling order deliveries across high-impact computer-vision domains. All order payments will be settled in USD1, the digital dollar issued by @WorldLibertyFi, aligning the data workflow and cash flow on-chain.

Scope highlights:
- Field-truth OCR: character-level ground truth for key fields and layout segmentation.
- Liveness / Presentation-Attack Detection (PAD): labeled attack taxonomies and outcomes.
- QR robustness: detection/segmentation with decode success under tilt/blur/low-light.
- Blur / brightness / glare classification: image-quality labels for capture coaching.
- Framing & corner checks: keypoints for perspective/skew and crop validation.
- Receipt layout parsing: sectioning, line-item boxes, totals and header/footer regions.
- POS part segmentation: tap-zone, slot, keypad, and screen components for downstream models.
…and more phased datasets to follow based on product impact.

Why USD1 settlement:
- Instant, low-cost cross-border payouts for milestone deliveries
- Programmatic, auditable rails that match Tagger’s #DeCorp operating model
- Clean treasury ops for multi-party collaborations and phased scopes
- DeFi operations during order delivery

This marks a step in expanding USD1’s B2B settlement utility right where stablecoins thrive: a settlement-native app.

#DeCorpは古いトップダウンの収入ピラミッドを壊します。あなたの努力を吸い上げる株主はいません、余分な役員が利益を得ることもありません、あなたの努力から与えられるC-suiteのボーナスもありません、中間業者の手数料もありません。

レガシー企業では、労働者は自分が生み出すドルのうち、平均してわずか10セントしか受け取れません - #DeCorpはその方程式をひっくり返します。あなたの労働、あなたの価値、あなたの報酬。

私たちはあなたを尊重します。私たちはあなたに対して差別をしません。私たちはあなたの仕事の真実を大切にします。

In today’s AI economy, high‑quality data is scarce, expensive to acquire and label, yet distressingly easy to copy, leak, or alter.

Enterprises pour millions into building or purchasing datasets, then spend millions more on security infrastructure - only to remain exposed to theft or misuse. Legal protections exist, but history shows that bad actors still steal data, and proving misconduct (think Waymo’s protracted trade‑secret battle with Uber) is slow, complex, and ruinously costly.

#DeCorp’s on‑chain Data Authentication Protocol eliminates these vulnerabilities at the root. Every datapoint is immutably recorded and safeguarded by the consensus mechanisms. Any unauthorized change is impossible to hide, instantly traceable, and - if attempted- provides cryptographic evidence that stands up in court.

Tagger seals Deal with BlueSky Carbon Group using #USD1 B2B settlements

Tagger has signed a deal, receiving #USD1 settlements, with BlueSky Carbon Group, a leading Carbon-Sink Asset Management company with the world-leading Satellite Remote-Sensing Technology to monitor Carbon Footprint in a verifiable way, making scientific and overall planning for the carbon assets.

Tagger will perform labeling on datasets from BlueSky's remote-sensing satellite in the following areas:

- Tree‑species identification across multiple biomes
- Canopy‑cover mapping for precise sequestration models
- Individual tree‑height estimation to refine biomass calculations
- Stand‑density analysis that powers yield forecasts
- Forest biomass & carbon‑stock metrics
- Detection of pests, disease, and fire scars for risk and insurance modeling

On‑chain settlement
BlueSky will settle order payments in #USD1, the fully USD‑backed stablecoin issued by @WorldLibertyfi.

Tagger’s designated receipt address is:
0xc130AC8e1A8dc958925f0fF75088d06653AFb2a4

#USD1 revenues will be cycled back into the Tagger ecosystem through:
- Strategic $TAG buy‑backs
- Incentive programs for dedicated #DeCorp contributors
- Marketing campaigns and partnerships
- Continued expansion of our AI data‑services stack on @BNBCHAIN

This marks the first step in establishing @WorldLibertyfi’s #USD1 as the default settlement rail for AI‑driven B2B services on @BNBCHAIN.

Tagger's DP (Data Passport) is an on-chain credential that turns data permissions into a transferable, programmable asset. When an enterprise client choose to manage data under the #DeCorp system, DP lives in the client’s wallet, acting as an immutable smart-contract key that defines who can do what with the underlying data.

Granular control. The DP framework separates ownership from access. The owner can issue tiered sub-permissions - view-only, edit, or derivative-training rights - without ever moving or duplicating the raw files. Internal teams can collaborate safely, and external partners can run federated training jobs that never expose the source data.

Frictionless commerce. Because a DP is a token, it can be sold, lent, or collateralized like any digital asset. When a trade occurs, the DP simply transfers to the buyer’s address, instantly shifting all associated rights while preserving an on-chain audit trail. This unlocks secondary markets for high-value datasets and enables “data-as-capital” financing models.

Lifecycle governance. Owners can revoke rights by burning the DP, ensuring obsolete or superseded datasets are retired. All actions - mint, grant, transfer, burn - are final, transparent, and timestamped, eliminating ambiguity in compliance audits.

DP reinvents AI data management. It transforms AI datasets from static liabilities into secure, compliant, and tradeable assets.

In traditional corporate structures, base employees earn roughly 10% of the value they produce.

Tagger cuts management layers, middlemen, and intermediaries, replacing them with smart contracts, algorithms, and a scalable #DeCorp structure.

We're reaching a bottleneck in AI where the industry lacks data labelers in specialized professional industries due to lack of incentives.

This is no longer the case at #DeCorp.