AI Content Output Review & Moderation: Ship a Safer Stack, Fast

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AI Content Output Review & Moderation: Ship a Safer Stack, Fast TL;DR (Answer-First) Copy this pipeline: policy → input screening → grounded generation → output checks → human escalation → post-market monitoring.  Anchor to standards: NIST AI RMF, EU AI Act,...

Data Annotation Buyer’s Guide for CV, NLP, Audio & ADAS Video (2025)

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Data Annotation Buyer’s Guide for CV, NLP, Audio & ADAS Video (2025) TL;DR Prioritize vendors that commit to task-level accuracy targets (e.g., bbox IoU thresholds, per-label F1 for NER) and provide tiered QA (consensus, gold checks, adjudication).  Enforce...

Best EOR Providers in the Philippines (Top Companies Compared — 2025 Guide)

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Best EOR Providers in the Philippines (Top Companies Compared — 2025 Guide) Author: Phil Murphy — COO & Founding Partner (LinkedIn)Published: September 4, 2025 • Updated: October 16, 2025Disclosure: Informational only; not legal advice. Who are the best EOR...

How to Transfer Virtual Assistant (VA) Teams to an EOR

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How to Transfer Virtual Assistant (VA) Teams to an EOR   Author: Phil Murphy — COO & Founding Partner Published: September 4, 2025 Updated: October 8, 2025   TL;DR Move VAs to compliant EOR employment to cut fraud and churn. Flat $190/VA/month,...

How to Move Freelance Project Managers & Specialists to an EOR

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How to Move Freelance Project Managers & Specialists to an EOR   Author: Phil Murphy — COO & Founding Partner Published: September 4, 2025 Updated: October 8. 2025   TL;DR Convert PMs/specialists into compliant employees to protect delivery. Flat...