AXHub Deep Reads

Stories that summaries and cards can't hold, written at length. Instead of someone else's success story, we cover first-hand operating logs and in-depth cases checked back to the source.

• 01 · Operating logRunning an AI content factory on a 1GB serverabout 12 min · one architecture and six failures, all real numbers
• 02 · Operating logTold "too wordy" three times, so we measured 65 popular postsabout 8 min · a log of fixing our voice by measurement, not gut feel
• 03 · Deep diveWhat shows up when you dissect 51 successes aloneabout 10 min · a close read of Stanford's 116-page playbook, limits included
• 04 · Operating logWe tested 7 translation models on our own articlesabout 9 min · a half-day of measurement — the math where free and local won
• 05 · Editorial principlesBefore we print a single number — the rules we filter figures byabout 8 min · corrections and retractions disclosed too

See it all at a glance → Learn — full index · to skim → 17 card decks · to try it hands-on → 9 lectures

Deep reads are added from time to time. The source for each figure is at the bottom of every piece.