Content
Strategic insights on blockchain, AI, security, leadership, and career in an age of disruption.
AI Decision Trails: Why Reconstruction Beats Bias Claims
Courts don't care if your AI is fair—they care if you can prove how it decided. Financial services and tech firms face massive liability if they can't reconstruct AI hiring and staffing decisions.
Recent Essays
AI Doesn't Replace Hours—It Replaces Accountability
AI increases productivity but shifts accountability to humans, not hours worked. The real cost of AI-assisted work is personal liability for outputs you can't fully control.
The 20% That Matters: AI and the End of Time-Based Work
As AI handles routine execution, the real value shifts to human judgment and taste. Organizations must rethink compensation models built on hours logged rather than outcomes delivered.
Crypto Cards Are Winning—Just Not How You Think
Crypto card adoption isn't driven by Western tech enthusiasts—it's emerging markets using stablecoins as a hedge against currency collapse, with one card network processing $10B annually.
Cloudflare's AI Crawl Fee: Tax or Fair Trade?
Cloudflare's July 1 crawl fee isn't a shakedown—it's rebuilding the broken exchange between content creators and AI companies that stopped sending traffic.
#pricing expertise
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