NYC subway listens for broken rails with six Google Pixel phones
The MTA strapped six Pixels under A-train cars: 335M readings and 1,200 hours of audio trained ~200 models that flagged 92% of defects inspectors found.
Read the caseIngenious ideas that solved difficult problems. Explore what made them work.
The full archive, in the appThe MTA strapped six Pixels under A-train cars: 335M readings and 1,200 hours of audio trained ~200 models that flagged 92% of defects inspectors found.
Read the caseA family doctor borrowed police Compstat for medicine: map billing records, find the 1% driving a third of costs — 36 super-utilizers cut bills 56%.
Read the casePaying for showing up kept screening honest: gift cards and paid leave raised donations up to 40% with zero measurable damage to blood-supply safety.
Read the caseAfter spikes, netting, owl statues and noise failed, BART flew a Harris's hawk three days a week; instinct scattered the pigeons for it.
Read the caseThe Rainbow Group hired 20 chronic alcoholics for 09:00–15:00 litter shifts with beer breaks; police reports of stabbings and muggings in Oosterpark fell.
Read the caseA heat exchanger in phase-change gel stores solar heat and gives instant hot water when cold water triggers crystallisation — at about half the cost of gas.
Read the caseA contest idea entered law-abiding drivers in a lottery funded by speeders' fines; Stockholm's test saw average speed fall 7 km/h in three days.
Read the caseUSDA-funded researchers gave SNAP shoppers up to $40 in produce matches at a Latino grocery chain, testing which dollar level actually changes diets.
Read the caseAWS's resilient network graphs flatten the datacenter into a random-ish pool of paths; a ShuffleBox tames the cabling — 69% fewer switches, 40% less power.
Read the caseJan van der Heyden paired a better pump and a flexible 'snake' hose with alarm rules and arrival prizes — fire losses fell below 1% of the old level.
Read the caseKU Leuven researchers exploited SIDH's known-degree isogeny and auxiliary points to recover SIKE keys on one traditional core, knocking a NIST alternate out.
Read the caseSixteen-year-old Alexander Kendrick's device sent a text from 946 feet underground — rescue communication without laying miles of telephone wire.
Read the caseThe UK startup Heata hangs cloud servers on household water cylinders: firms buy the computing, families keep the heat — about £250 of hot water a year.
Read the caseA Massachusetts game's roll-down rule briefly made every ticket profitable; the Selbees' firm bought $614,000 across two stores and waited for the math.
Read the caseA call center texted each septic job to a dozen truckers as a live reverse auction, breaking a cartel that charged $40–60 a tank — prices fell 7%.
Read the caseDavid Lentink's PigeonBot II stabilizes without a vertical tail: morphing wings and a reflex controller do the rudder's job, the way birds do it.
Read the casePaso Pacífico hid a cell-connected GPS tracker in a squishy printed egg: poachers carried it into their own trade and exposed a local, door-to-door market.
Read the caseInstead of correcting quantum errors after the fact, AWS engineered cat qubits that resist them in hardware — cutting error-correction costs by up to 90%.
Read the caseWith no working economy months from release, CD Projekt Red's designer tuned price curves with least squares and shipped the coefficients, not prices.
Read the caseTen percent of WeChat users tipped writers, at least $52M a month — until Apple's IAP rules killed the button on iOS in April 2017.
Read the case