Why do so many AI systems push all their logic into either Python or SQL, sacrificing efficiency, clarity, and maintainability?SEED-013 PROBLEM Why do so many AI systems push all their logic into either Python or SQL, sacrificing efficiency, clarity, and maintainability? INSIGHT Python and SQL do not compete over JSON—they Jul 24 · 3 min readevankhandev.hashnode.dev
Why can many AI systems perform sophisticated inference yet still behave as if they continuously forget what they already know?SEED-012 PROBLEM Why can many AI systems perform sophisticated inference yet still behave as if they continuously forget what they already know? INSIGHT An intelligent system is not born when it "th11AJul 22 · 3 min readevankhandev.hashnode.dev
Why do AI systems with increasingly sophisticated models continue to produce mediocre or inconsistent results?SEED-011 PROBLEM Why do AI systems with increasingly sophisticated models continue to produce mediocre or inconsistent results? INSIGHT A well-modeled, validated, and governed data lake often contriJul 20 · 3 min readevankhandev.hashnode.dev
Why do many people learn databases as collections of tables, yet struggle to understand the systems those databases represent?SEED-010 PROBLEM Why do many people learn databases as collections of tables, yet struggle to understand the systems those databases represent? INSIGHT A database is not a place where tables are stoJul 17 · 2 min readevankhandev.hashnode.dev
Why can someone use SQL for years and still never truly understand databases?SEED-009 PROBLEM Why can someone use SQL for years and still never truly understand databases? INSIGHT SQL queries can be learned relatively quickly; the real value for Operations, Infrastructure, aJul 15 · 2 min readevankhandev.hashnode.dev
