“Digital evidence” isn’t just legal terminology anymore.
It’s becoming the core requirement for modern systems: the ability to prove data integrity - instantly.
Digital Evidence is built for high-volume validation across diverse data types - logs, sensor data, media, telemetry, documents, you name it.
The goal is simple: create a tamper-evident record so data can be verified later without trusting intermediaries.
In a world where AI agents act autonomously, the systems that win will be the systems that can prove what happened.
Common Crawl just laid out EXACTLY why blockchain is critical for government AI.
US gov officials are worried about:
• Attackers buying expired domains we crawled & injecting propaganda/poisoned data
• 9-petabyte datasets getting corrupted in transit from S3 → secure environments
Solution they're building
→ Merkle trees for cryptographic proof of every file component
→ Handing keys to Constellation's blockchain so recipients can verify "I'm getting exactly what I think I'm getting"
@CommonCrawl powers 80%+ of foundational model training data. But governments can't just download petabytes blindly — they need proof nothing was tampered with.
Trust isn't optional in national-scale AI.
We're making it tamper-proof.