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Notes on AML, AI evaluation, and building scalable products.
O.R.A.C.L.E
AIProduct ManagementCompliance
O.R.A.C.L.E
Legacy transaction monitoring systems are wrong 98 percent of the time, and that's considered normal. Here's a product ownership framework for building AI-native compliance tools that satisfy model risk management and actually put the investigator back at the center of the process.
ST
Sai Teja Bharadwaj
July 17, 2026 · 9 min read
Jack of All Trades, Master of AI: Why the Generalist Is Back in Demand
AICareerStrategy
Jack of All Trades, Master of AI: Why the Generalist Is Back in Demand
Generative AI abstracted away the complexity that used to require a hyper-specialist for everything. Here's why startups are suddenly hungry for T-shaped generalists again, and how to avoid the classic traps that come with being one.
ST
Sai Teja Bharadwaj
July 13, 2026 · 6 min read