
Fake signals you trust in Web3
Crypto's trust signals get faked daily. Here's which ones, why they break, and what PoL measures instead.

Time: the missing layer in your blockchain risk model
Looking bad does not mean being bad. Looking good does not mean being safe. Why crypto risk reputation lags reality in both directions, and what time-aware risk assessment changes for institutional due diligence.

Post-exploit recovery quality: The strongest predictor of whether a crypto protocol will be hacked again
Post-exploit recovery quality is a measure of how a crypto project responds after a security incident, assessed across five publicly observable dimensions: communication discipline, root cause analysis, structural change, user compensation, and third-party validation. It is the single strongest available predictor of whether the same protocol will be exploited again, more reliable than the project's audit history, TVL, or pre-incident reputation.

Why crypto risk management still ignores the biggest attack surface
Digital asset security still focuses on code while 54% of 2025 losses came from access control. What the biggest crypto risk surface looks like now.

Why crypto compliance doesn't reflect project's risk posture?
Why crypto risk management can't rely on compliance alone — what licensing covers, where operational risk starts, and how to measure the difference.
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