We are pleased to announce a $4.89 Million USD deal with ReadiiTel to deliver data labeling and model development across a suite of operations-focused CV and log-labeling use cases. Payments for these orders will be settled in USD1, the stablecoin issued by @WorldLibertyFi, enabling fast, low-cost, and on-chain auditable settlement. Scope of work: - Field deployments & QA (on-prem / data centers): Rack and patch-panel occupancy, port/label OCR checks, LED-state recognition for device health, cabinet housekeeping, and install verification. - Cloud ops data: Human-in-the-loop labeling of incident/ticket taxonomies, config drift classes, and misconfiguration root-cause categories to train triage and anomaly-detection models. - Network performance & internet services: Labeling of telemetry/log windows (e.g., SNMP/syslog/NetFlow) by outage type, QoS degradation, and probable cause to accelerate mean-time-to-detect. - Cable quality & routing: Instance segmentation of cords, bend-radius violations, strain/tie issues, and color-code compliance. - Fiber connector end-face inspection: Microscopy image grading for contamination, scratches, pits—mapped to IEC “Pass/Fail/Monitor” outcomes. - Wi-Fi AP presence & orientation: Ceiling/indoor equipment detection for AP count, bracket type, and orientation checks—supporting design validation. Privacy-first by #DeCorp# design: All computer-vision tasks are non-privacy-sensitive and restricted to equipment and environments (no faces, screens, or number plates). Tagger enforces automatic redaction if needed, metadata minimization, and auditable workflows end-to-end.

Two-Week $200,000 Data-Labeling Event (14–28 August 2025) We’re excited to announce the launch of a two-week campaign, evenly distributing a total $200,000 USD (in $TAG) spread into 14 days to contributors who label data from 14 to 28 August 2025. Head to https://t.co/u1q0qBWo8S → Task Plaza to claim tasks and get started. Reviewer slots & staking We’re expanding 60 data-reviewer slots to keep operations smooth at scale. The staking window is open now for 3 days. Eligibility: reviewers will be randomly selected from participants who stake at least 5,000,000 $TAG during the staking window. Unstaking: One may only request to unstake at least 2 days after staking. The unstaked amount will then be available for claim 2 days after request. However, please note that once unstaking is requested, a data reviewer would automatically be displaced from its role. We’ve seen the #DeCorp# model mature rapidly. This event is our next step toward mass adoption, as we deliver the next batch of real-world orders and reward the community powering the work.

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.

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.