OpenAI's new Deployment Company is not another model launch. It is a bet that enterprise AI will be won by the teams who can wire models into messy real workflows.
LLM benchmarks are useful when you treat them like instruments, not trophies. Here is how to read MMLU, Arena, SWE-bench, HELM, and your own evals without turning the leaderboard into a religion.
Google's AI-powered Finance experience is expanding to 100+ countries. The useful part is faster research; the trap is mistaking a clean interface for a clean answer.
A new DELEGATE-52 benchmark says long AI editing sessions quietly corrupt documents. The useful lesson is not 'never delegate' — it is 'make every edit inspectable.'
2026
A personal tool my family uses to choose a rental home in Orlando. A kanban board that analyzes the listings I paste and gathers the real monthly cost, rush-hour commutes, zoned schools, HOA, nearby leisure and warning signs, so we can decide together. Private use only, reachable through the family VPN.
2026
A whiteboard for household money planning. Connect incomes, accounts, taxes, cards and expenses with arrows and see how much reaches each place and what is left over. Everything stays in your browser.
2026
A browser-based Snake game published with GitHub Pages.