curriculum
Beyond Market Intelligence keeps curriculum in one place: 2 stories so far. The section currently leads with “Curriculum-approved question banks built from your own past papers” and “Build AI from the ground up with 523 hands-on lessons, now in portable books”. A school's own past papers, split into tagged sub-questions and regenerated by AI, sound like a practical answer to the endless hunt for on-syllabus practice material. Five hundred twenty-three lessons, twenty phases, zero libraries hiding the math. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every curriculum story on Beyond Market Intelligence, newest first.
Curriculum-approved question banks built from your own past papers
A school's own past papers, split into tagged sub-questions and regenerated by AI, sound like a practical answer to the endless hunt for on-syllabus practice material. The 80% pass rate on multiple choice is promising, but the real test is structured questions, where a small model inventing wrong chemistry is a genuine safety issue. Human approval remains the right guard rail. For those building similar systems, the related article on production data shifts is worth a look.
Build AI from the ground up with 523 hands-on lessons, now in portable books
Five hundred twenty-three lessons, twenty phases, zero libraries hiding the math. That is what AI Engineering from Scratch offers: a ground-up path from linear algebra through transformers and production serving, now packaged as six portable EPUB and PDF volumes. The code stays stdlib-first, so every backprop step is visible rather than abstracted away. This month also brings the interface and lessons to eight languages, with CI checking each lesson's tests and repairing broken datasets and links.