AuthenCheck Blog
Insights, updates, and expertise on image authentication and AI technology
March 9, 2025
Christian James Moore
Welcome to Blogs
A message from the CEO about our mission to restore trust in digital imagery through cutting-edge authentication technology and our vision for the future of visual content verification.
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Latest Posts
August 22, 2025
AuthenCheck Team
Toward Verifiable Media by Default
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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August 16, 2025
AuthenCheck Team
August Update: Polish & Prep
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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August 10, 2025
AuthenCheck Team
Security Review: Mid-Year
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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August 4, 2025
AuthenCheck Team
User Stories: Creators & Teams
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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July 29, 2025
AuthenCheck Team
Summer Review: Stability & Speed
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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July 23, 2025
AuthenCheck Team
What’s Next: Open Standards
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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July 17, 2025
AuthenCheck Team
Shipping Quietly, Improving Daily
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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July 11, 2025
AuthenCheck Team
How We Test for Robustness
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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July 5, 2025
AuthenCheck Team
UX Study: Why Clarity Wins
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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June 29, 2025
AuthenCheck Team
Feature Drop: JSON Proof Bundles
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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June 23, 2025
AuthenCheck Team
Feature Drop: Evidence Reports
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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June 17, 2025
AuthenCheck Team
Feature Drop: Batch Verification
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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June 11, 2025
AuthenCheck Team
Data Hygiene for Safer AI
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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June 5, 2025
AuthenCheck Team
From Prototype to Platform
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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May 30, 2025
AuthenCheck Team
API Notes: Rate Limits & Quotas
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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May 24, 2025
AuthenCheck Team
Developer Guide: Webhooks & Events
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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May 18, 2025
AuthenCheck Team
Digital Signatures 101
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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May 12, 2025
AuthenCheck Team
Detecting AI vs. Edited Content
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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May 6, 2025
AuthenCheck Team
Changelog: June Tune-Up
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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April 30, 2025
AuthenCheck Team
Changelog: May Tune-Up
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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April 24, 2025
AuthenCheck Team
Changelog: April Tune-Up
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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April 18, 2025
AuthenCheck Team
What Counts as Authentic? Our View
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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April 12, 2025
AuthenCheck Team
Designing Consent for AI Media
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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April 6, 2025
AuthenCheck Team
Scaling Image Integrity for Teams
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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March 31, 2025
AuthenCheck Team
Edge Cases We Learned From
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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March 25, 2025
AuthenCheck Team
Iterating on UX: Less Clutter, More Signal
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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March 19, 2025
AuthenCheck Team
How Hashes Enable Provenance
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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March 13, 2025
AuthenCheck Team
Spotlight: Real-World Integrity Checks
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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March 7, 2025
AuthenCheck Team
Release Notes: Smaller, Faster, Safer
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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March 1, 2025
AuthenCheck Team
Security Notes: Defense in Depth
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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February 23, 2025
AuthenCheck Team
Watermarking: What Works in Practice
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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February 17, 2025
AuthenCheck Team
AuthenCheck Studio: Sneak Peek
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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February 11, 2025
AuthenCheck Team
Dev Log: Better DX, Cleaner APIs
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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February 5, 2025
AuthenCheck Team
Speed & Stability: Q1 Improvements
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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January 30, 2025
AuthenCheck Team
How We Detect Subtle Tampering
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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January 24, 2025
AuthenCheck Team
Metadata Matters: What We Validate
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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January 18, 2025
AuthenCheck Team
AI Images, Clearly Labeled
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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January 17, 2025
AuthenCheck Team
When GAN Fingerprints Still Help
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 16, 2025
AuthenCheck Team
Watermarking 101: What Works (and What Breaks)
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 15, 2025
AuthenCheck Team
Vector Databases for Perceptual Search
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 14, 2025
AuthenCheck Team
Synthetic Data: When to Use It (and When Not)
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 13, 2025
AuthenCheck Team
Serverless Workers for Media Checks
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 12, 2025
AuthenCheck Team
Behind the Scenes: Our Verification Stack
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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January 12, 2025
AuthenCheck Team
Secrets in the EXIF: Metadata for Image Trust
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 11, 2025
AuthenCheck Team
Reconstructing Edits from Layered Clues
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 10, 2025
AuthenCheck Team
Real-World Drift: What to Watch
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 9, 2025
AuthenCheck Team
Provenance Graphs: Dev Primer
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 8, 2025
AuthenCheck Team
Prompt Leakage Risks—and How to Guard Against Them
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 7, 2025
AuthenCheck Team
Privacy by Design in Vision Apps
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 6, 2025
AuthenCheck Team
Pricing AI APIs Without Confusion
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 6, 2025
AuthenCheck Team
Roadmap 2025: Image Trust, Simplified
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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January 5, 2025
AuthenCheck Team
On-Device AI: Edge Integrity Checks for Mobile
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 4, 2025
AuthenCheck Team
Model Cards That People Read
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 3, 2025
AuthenCheck Team
Latency vs. Accuracy: Finding the Sweet Spot
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 2, 2025
AuthenCheck Team
Key Metrics for Model Quality
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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January 1, 2025
AuthenCheck Team
How We Flag Copy-Move Tampering Reliably
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 31, 2024
AuthenCheck Team
How to Label AI-Generated Media Clearly
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 31, 2024
AuthenCheck Team
Fewer False Positives, Faster Reviews
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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December 30, 2024
AuthenCheck Team
Hallucinations in Image-to-Text Pipelines
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 29, 2024
AuthenCheck Team
Guidelines for Responsible AI UX
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 28, 2024
AuthenCheck Team
GPU vs CPU: Cost per Check
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 27, 2024
AuthenCheck Team
GenAI in 2025: Practical Use-Cases That Actually Ship
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 26, 2024
AuthenCheck Team
From Diffusion to DiT: Why Architectures Matter
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 25, 2024
AuthenCheck Team
Rolling Out Smart Signature Checks
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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December 25, 2024
AuthenCheck Team
Face Morphs: Modern Detection Approaches
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 24, 2024
AuthenCheck Team
Evaluation Sets: Make Them Real
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 23, 2024
AuthenCheck Team
Detecting AI Upscaling: Subtle Clues, Solid Signals
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 22, 2024
AuthenCheck Team
Content Credentials: A Quick Start for Devs
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 21, 2024
AuthenCheck Team
Compression Artifacts as a Forensics Signal
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 20, 2024
AuthenCheck Team
CI/CD for ML: Shipping Models Like Software
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 19, 2024
AuthenCheck Team
Trust by Design: December Progress Recap
This post shares a short, practical update on our progress in image authentication, responsible AI generation, and developer tooling.
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December 19, 2024
AuthenCheck Team
Caching Strategies for Heavy Models
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 18, 2024
AuthenCheck Team
Build vs Buy: Evaluation Frameworks
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 17, 2024
AuthenCheck Team
Bias in Vision Models: Checklist
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 16, 2024
AuthenCheck Team
Batch vs Streaming Ingestion
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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December 15, 2024
AuthenCheck Team
Async Tasks: Avoiding User Timeouts
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
Read MoreAdversarial Noise: Can It Fool Your Classifier?
In this post, we share practical insights for teams building and operating trustworthy media systems. We cover what actually works in production, common pitfalls we see across implementations, and simple heuristics to make review flows faster without sacrificing quality.
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