Latest posts
Why Hindi Cult Classics Confuse Every Recommendation Engine (Except One)
Ask any recommender for "movies like Sholay" and you'll get modern Bollywood action. The real cousins are Deewaar, Zanjeer, Trishul. Here's why every engine fails at this — and how we fixed it.
Read essay →What Cast Away and All Is Lost Have In Common (It's Not the Ocean)
Both films feature a single stranded man. That's not why they belong on the same shelf. The real link is fire, rope, and the quiet will — three cinematic tools of methodical survival.
Read essay →The 30-Minute Netflix Doom-Scroll: A Data Look at the Wasted Hour
A Nielsen study found the average household spends 18 minutes deciding what to watch before pressing play. Peak scrolls hit 30+ minutes. Here's what causes it and what fixes it.
Letterboxd Meets Netflix — Why We Built a Bridge
Letterboxd knows what you watched. Netflix knows what you might click. Neither knows what you should watch tonight. Here's what happens when you fold your 10-year Letterboxd history into a mood-first recommendation engine.
The 88 Years Between City Lights and Parasite — A Curated Shelf
Chaplin (1931). Wilder (1960). Bong Joon-ho (2019). Three legendary directors, three eras, one curated shelf called Drama Meets Comedy. Here's why cinema has always rhymed.
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