← AItopiaOrAImageddon?

The impacts

The impact model being built under PLAN.md §14: one proposal per measured effect of a learned system on people — who, how many, how big, dated, with the source and a quote from it — and one line per ruling on it, kept forever in order. The level on the front page reads from these since the night of 2026-09-06: each entry with a severity ruling and a people count bands to a rung through the band table, and the rule in SCALE.md reads the level from them. The rung column shows what the table makes of each entry, or a dash with the reason it cannot band. Any entry can be re-examined when new data turns up. Candidates a researcher looked at and set aside are here too, with the reason, so a lookup answers whether something was considered.

399 proposals: 124 not-found, 123 validated, 72 reject-definition, 60 exclude-attribution, 16 unverified, 4 quote not found. Statuses: validated — the source was refetched by code and the quote is on it; quote not found — refetched, quote absent, to be re-examined; unverified — the source refused the fetch (a bot wall, usually); reject-definition, exclude-attribution, not-found — the researcher's own ruling on a candidate it set aside; struck — the owner. Every status is a line in impacts/rulings.jsonl; so is every severity ruling and every remedy.

idnameregiondomainsidefrompeoplerungstatus
p2026-09-06-001entryLearned credit scorecards (Fair Isaac / FICO Score)USagencyloss1989190,000,000−2 S1·R5validated
p2026-09-06-002entryLearned credit scorecards (Fair Isaac / FICO Score)USaccessbenefit1958225,000,000+2 S1·R5validated
p2026-09-06-003entryLearned credit scorecards (Fair Isaac / FICO Score)USaccessloss198935,000,000−1 S1·R4validated
p2026-09-06-004remedyFair Credit Reporting Act 1970 — right to see one's file and dispute its contents (15 U.S.C. 1681g, 1681i)USremedy1971-04-258,000,000validated
p2026-09-06-005remedyFCRA reinvestigation right, measured by the FTC's national credit report accuracy studyUSremedy2012-121,001validated
p2026-09-06-006entryIRS Discriminant Function (DIF) audit selectionUSagencyloss1975358,804−1 S1·R2unverified
p2026-09-06-007entryAT&T Voice Recognition Call Processing (HMM/word-spotting speech recognition)USworkloss199218,000−2 S2·R1validated
p2026-09-06-008entryAT&T Voice Recognition Call Processing (HMM/word-spotting speech recognition)USaccessbenefit19921,200,000,000—validated
p2026-09-06-009entryUSPS handwritten address recognition (learned word recognisers, CEDAR/SUNY Buffalo)USworkloss199732,000−2 S2·R1unverified
p2026-09-06-010entryUSPS handwritten address recognition (learned word recognisers, CEDAR/SUNY Buffalo)USaccessbenefit199725,000,000,000—unverified
p2026-09-06-011entryConvNet bank cheque reading (LeCun et al., AT&T Bell Labs; deployed by NCR)USworkbenefit199310—validated
p2026-09-06-012entryCredit-based insurance scores (auto insurance)USaccessloss19931,400,000−1 S1·R3validated
p2026-09-06-013candidateFair Isaac's era scale (1958–1989)NOT FOUNDnot-found
p2026-09-06-014candidateEqual Credit Opportunity Act 1974NOT FOUNDnot-found
p2026-09-06-015candidateHMM speech recognition deployed to the public before 1990NOT FOUNDnot-found
p2026-09-06-016candidateHNC Falcon (1992)NOT FOUNDnot-found
p2026-09-06-017candidateA count of cheques or people for the ConvNet cheque readerNOT FOUNDnot-found
p2026-09-06-018candidateA government source for the USPS handwriting-recognition job effectNOT FOUNDnot-found
p2026-09-06-019candidateLearned insurance underwriting inside 1930–1989NOT FOUNDnot-found
p2026-09-06-020candidateThe FTC's 59%/41% premium split is a predicted redistributionNOT FOUNDnot-found
p2026-09-06-021candidateXCON/R1 at DECDEFINITION REJECTSreject-definition
p2026-09-06-022candidateMYCIN (Stanford, 1972–80)DEFINITION REJECTSreject-definition
p2026-09-06-023candidateSYSTRAN rule-based MT (from 1968)DEFINITION REJECTSreject-definition
p2026-09-06-024candidateThe Bombe and ColossusDEFINITION REJECTSreject-definition
p2026-09-06-025candidateWiener's anti-aircraft predictor (NDRC Section D-2, 1940–43)DEFINITION REJECTSreject-definition
p2026-09-06-026candidateKalman filter in ApolloDEFINITION REJECTSreject-definition
p2026-09-06-027candidateELIZA (1966)DEFINITION REJECTSreject-definition
p2026-09-06-028candidatePerceptron Mark I (1958)DEFINITION REJECTSreject-definition
p2026-09-06-029candidateSabre (1960–64)DEFINITION REJECTSreject-definition
p2026-09-06-030candidateThe long decline of telephone operators, from several hundred thousand in the 1950s to a few tens of thousandsEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-031candidateUSPS clerk and mail-handler employment decline through the 1980sEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-032candidateBank back-office and cheque-processing employmentEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-033candidateThe growth of consumer credit and credit cards 1958–1989EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-034candidateManufacturing employment losses to NC/CNC machine tools and industrial robots (1960s–80s)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-035entryHNC/FICO Falcon payment-card fraud detectionworldsafetybenefit19922,500,000,000+2 S1·R6validated
p2026-09-06-036entryAutomated payment-card fraud scoring (issuer authorisation screening)USaccessloss201433,000,000−1 S1·R4validated
p2026-09-06-037entryLearned email spam filtering (Gmail)worldaccessbenefit20041,500,000,000+2 S1·R6validated
p2026-09-06-038entryComputer-aided detection in screening mammographyUShealthloss1998323,973—validated
p2026-09-06-039entryComputer-aided detection in screening mammographyUShealthloss1998429,345—validated
p2026-09-06-040entryComputer-aided detection in screening mammographyUSaccessloss2002323,973−1 S1·R2validated
p2026-09-06-041entryUSPS Remote Computer Reader / OCR handwritten address recognitionUSworkloss199930,200−2 S2·R1validated
p2026-09-06-042entryNetflix recommender systemworldknowledgebenefit200765,000,000+1 S1·R4validated
p2026-09-06-043entryETAS predictive policing (PredPol)USsafetybenefit20113—validated
p2026-09-06-044entryGoogle Translate (statistical machine translation)worldknowledgebenefit2006-04500,000,000+2 S1·R5validated
p2026-09-06-045candidateeBay machine translation export study (Brynjolfsson/Hui/Liu)NOT FOUNDnot-found
p2026-09-06-046candidateFace detection in consumer cameras (2006–07)NOT FOUNDnot-found
p2026-09-06-047candidateGmail false-positive rate (the loss side of spam filtering)NOT FOUNDnot-found
p2026-09-06-048candidateYouTube recommender (2010–11)NOT FOUNDnot-found
p2026-09-06-049candidateFacebook News Feed (2009 onward)NOT FOUNDnot-found
p2026-09-06-050candidateLearned search ranking and ad targetingNOT FOUNDnot-found
p2026-09-06-051candidateHMM speech recognition in call centres / IVRNOT FOUNDnot-found
p2026-09-06-052candidatePredPolNOT FOUNDnot-found
p2026-09-06-053candidateAmazon recommender share of salesNOT FOUNDnot-found
p2026-09-06-054candidateRemediesNOT FOUNDnot-found
p2026-09-06-055candidateDeep Blue (1997)DEFINITION REJECTSreject-definition
p2026-09-06-056candidatePalm Graffiti (1996)DEFINITION REJECTSreject-definition
p2026-09-06-057candidateRule-based expert systems still in service (MYCIN-descended rule engines, XCON-style configurators, SYSTRAN rule-based MT powering Babel Fish until 2006–07)DEFINITION REJECTSreject-definition
p2026-09-06-058candidateRoomba (2002)DEFINITION REJECTSreject-definition
p2026-09-06-059candidateFacebook EdgeRank as published (2010)DEFINITION REJECTSreject-definition
p2026-09-06-060candidatePhase-detection and contrast autofocus in the same 2006–07 camerasDEFINITION REJECTSreject-definition
p2026-09-06-061candidateThe 2010 flash crashEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-062candidateUS card-fraud losses falling through the 1990s–2000sEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-063candidateDecline in telephone operator and directory-assistance employmentEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-064candidateDigital camera shipments passing 100 million units in 2007EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-065candidateNetflix's and Amazon's revenueEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-066entryIntegrated Joint Operations Platform (Xinjiang)CNagencyloss201724,412−3 S3·R1validated
p2026-09-06-067entryIntegrated Joint Operations Platform (Xinjiang)CNagencyloss201613,000,000−5 S3·R3validated
p2026-09-06-068entryCOMPAS recidivism risk scoreUSagencyloss20137,000−1 S2·R0validated
p2026-09-06-069entryDutch childcare-benefits risk classification modelother:Netherlandsagencyloss201342,000−2 S2·R1validated
p2026-09-06-070remedyCatshuisregeling fixed compensation scheme (Dutch Cabinet, January 2021)other:Netherlandsremedy2021-06-2219,000validated
p2026-09-06-071entryTesla Autopilot (Autosteer + TACC)USsafetyloss201813—validated
p2026-09-06-072remedyTesla recall 23V838 (Defect Information Report, 12 December 2023) and NHTSA Recall Query RQ24009USremedy2023-12-122,031,220validated
p2026-09-06-073entryUber ATG automated driving systemUSsafetyloss2018-03-181−2 S3·R0validated
p2026-09-06-074entryAFR Locate (South Wales Police live facial recognition)UKagencyloss2017-05500,000−1 S1·R2validated
p2026-09-06-075entryAFR Locate (South Wales Police live facial recognition)UKsafetybenefit2017-0537—validated
p2026-09-06-076entryFacebook Face Recognition / tag suggestionsworldagencyloss20111,000,000,0000 S0·R6validated
p2026-09-06-077remedyMeta shutdown of the Face Recognition system and deletion of templatesworldremedy2021-11-021,000,000,000validated
p2026-09-06-078entryGoogle Translateworldknowledgebenefit2006500,000,000+2 S1·R5validated
p2026-09-06-079entryGoogle Neural Machine Translation (GNMT)worldknowledgebenefit2016-09-2718,000,000—validated
p2026-09-06-080entryIDx-DR autonomous diabetic retinopathy detectionUShealthbenefit2018-04-11900+1 S2·R0validated
p2026-09-06-081candidateChina's court-defaulter blacklist, credit-repair figures (2024–25)NOT FOUNDnot-found
p2026-09-06-082candidateLoomis remedy (Wisconsin v Loomis, 2016)NOT FOUNDnot-found
p2026-09-06-083candidateGDPR Article 22 in force (2018)NOT FOUNDnot-found
p2026-09-06-084candidateSan Francisco facial-recognition ban (May 2019)NOT FOUNDnot-found
p2026-09-06-085candidateSpectre/Meltdown as a loss against learned branch predictionNOT FOUNDnot-found
p2026-09-06-086candidateAmazon scrapped hiring model (2018)NOT FOUNDnot-found
p2026-09-06-087candidateUber/Lyft learned dispatch and pricingNOT FOUNDnot-found
p2026-09-06-088candidateWaymo rider-only service (2018–19)NOT FOUNDnot-found
p2026-09-06-089candidateAlphaGo (2016)NOT FOUNDnot-found
p2026-09-06-090candidateClearview AINOT FOUNDnot-found
p2026-09-06-091candidateFacebook BIPA $650M settlementNOT FOUNDnot-found
p2026-09-06-092candidateFacebook Face Recognition start dateNOT FOUNDnot-found
p2026-09-06-093candidateXinjiang camp populationNOT FOUNDnot-found
p2026-09-06-094candidateChina's court-defaulter blacklist ("social credit")DEFINITION REJECTSreject-definition
p2026-09-06-095candidateAustralia's RobodebtDEFINITION REJECTSreject-definition
p2026-09-06-096candidateMichigan MiDASDEFINITION REJECTSreject-definition
p2026-09-06-097candidateBoeing MCASDEFINITION REJECTSreject-definition
p2026-09-06-098candidateUK Post Office HorizonDEFINITION REJECTSreject-definition
p2026-09-06-099candidateCambridge Analytica psychographicsDEFINITION REJECTSreject-definition
p2026-09-06-100candidateDeep Blue, plain contrast/phase autofocus, rule-based MTDEFINITION REJECTSreject-definition
p2026-09-06-101candidateFacebook ranking and Myanmar 2017–18EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-102candidateAmazon warehouse injury ratesEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-103candidateGig-economy earnings changes (Uber/Lyft, 2012–19)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-104entryAlphaFold 2 / AlphaFold Protein Structure Databaseworldknowledgebenefit2021-07-222,000,000+2 S2·R3validated
p2026-09-06-105entryChatGPTworldknowledgebenefit2022-11-30100,000,000+2 S1·R5validated
p2026-09-06-106entryChatGPT (writing tasks, randomised experiment)USworkbenefit2023-07-13453+1 S1·R0validated
p2026-09-06-107entryGenerative AI conversational assistant in a call centreUSworkbenefit2023-045,179+1 S1·R0validated
p2026-09-06-108entryGitHub Copilotworldworkbenefit2022-09-0795+1 S1·R0validated
p2026-09-06-109entryWaymo Driver (rider-only automated driving)USsafetybenefit2023-107,140,000—validated
p2026-09-06-110entryEpic Sepsis ModelUShealthloss2021-06-2127,697−1 S2·R0unverified
p2026-09-06-111entryCOVID-19 machine-learning diagnosis and prognosis from chest imagingworldknowledgeloss2021-03-150—validated
p2026-09-06-112entryLavender (IDF target-marking system)other:Palestine (Gaza)agencyloss2023-1037,000−2 S2·R1unverified
p2026-09-06-113entryTesla Autopilot / AutosteerUSsafetyloss2023-12-122,000,000−1 S2·R0validated
p2026-09-06-114entryPolice face recognition (Detroit PD, DataWorks Plus)USagencyloss2020-016−2 S3·R0validated
p2026-09-06-115entryFlock Safety automated licence plate readersUSagencyloss2023-011,000,000,000—validated
p2026-09-06-116remedyNHTSA safety recall 23V-838 — over-the-air Autosteer driver-monitoring updateUSremedy2023-12-122,000,000validated
p2026-09-06-117remedyCruise NHTSA safety recall 23E-086 — collision-detection subsystem software updateUSremedy2023-11-07950validated
p2026-09-06-118candidateUnitedHealth nH Predict headcountNOT FOUNDnot-found
p2026-09-06-119candidateGenerative AI and freelancersNOT FOUNDnot-found
p2026-09-06-120candidateFlockNOT FOUNDnot-found
p2026-09-06-121candidateClearview AI fines as remediesNOT FOUNDnot-found
p2026-09-06-122candidateNYC Local Law 144 (5 July 2023)NOT FOUNDnot-found
p2026-09-06-123candidateEU AI ActNOT FOUNDnot-found
p2026-09-06-124candidateGraphCast (Nov 2023)NOT FOUNDnot-found
p2026-09-06-125candidateAlphaFold downstream drugs/papersNOT FOUNDnot-found
p2026-09-06-126candidateChatGPT primary sourceNOT FOUNDnot-found
p2026-09-06-127candidateDeepfake/voice-clone fraud lossesNOT FOUNDnot-found
p2026-09-06-128candidateRobodebt (Australia; Royal Commission July 2023)DEFINITION REJECTSreject-definition
p2026-09-06-129candidatePost Office HorizonDEFINITION REJECTSreject-definition
p2026-09-06-130candidateOfqual A-level standardisation, August 2020 (~40% of grades downgraded)DEFINITION REJECTSreject-definition
p2026-09-06-131candidateCOVID-19 exposure-notification apps (Google/Apple, NHS)DEFINITION REJECTSreject-definition
p2026-09-06-132candidateBoeing MCAS, Michigan MiDASDEFINITION REJECTSreject-definition
p2026-09-06-133candidateDeepfake and voice-clone fraud, 2020–23EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-134candidateUkraine 2022–23EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-135candidateGaza casualty countsEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-136candidateTeen mental-health trends 2020–23EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-137candidate2023 white-collar layoffsEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-138entryLLM coding assistants (Claude 3.5/3.7 in Cursor Pro)worldworkloss2025-0216−1 S1·R0validated
p2026-09-06-139entryGenerative AI in AI-exposed occupationsUSworkloss2022-115,000,000—validated
p2026-09-06-140entryGenerative AI cited as a reason for layoffsUSworkloss2025-0154,836−2 S2·R1validated
p2026-09-06-141entryCyber Reasoning Systems (DARPA AI Cyber Challenge finalists)worldsafetybenefit2025-08-0818—validated
p2026-09-06-142entryBig Sleep (Google Project Zero / DeepMind)worldsafetybenefit2024-100—validated
p2026-09-06-143entryAgentic LLM used for cyber espionage (GTG-1002)worldsafetyloss2025-0930—validated
p2026-09-06-144entryGenerative AI in fraud (deepfake video, voice cloning, synthetic text)USsafetyloss2025-0122,364−2 S2·R1validated
p2026-09-06-145entryDeepfake video-conference fraud (Arup, Hong Kong)other:HKsafetyloss2024-02-021−1 S2·R0validated
p2026-09-06-146entryECMWF Artificial Intelligence Forecasting System (AIFS)other:ECMWF-member-statesaccessbenefit2025-02-2535—validated
p2026-09-06-147entryRentosertib (ISM001-055), AI-discovered TNIK inhibitorCNhealthbenefit2025-06-0371+1 S2·R0validated
p2026-09-06-148entryWaymo DriverUSsafetybenefit2024-01707+1 S2·R0validated
p2026-09-06-149entryAI/data-centre electricity load in the PJM capacity marketUSaccessloss2025-06-017,927—validated
p2026-09-06-150entryFlock Safety automated licence plate reader networkUSagencyloss2024-06-015,000—validated
p2026-09-06-151remedyFlock keyword blocks for immigration and reproductive-health searches; removal of all federal organisations from statewide and national lookup networksUSremedy2025-066,000validated
p2026-09-06-152candidateOpenAI's own mental-health counts (≈1.2M weekly users with explicit indicators of suicidal planning, 560k with signs of psychosis/mania, 800M weekly actives, Oct 2025)NOT FOUNDnot-found
p2026-09-06-153candidateRaine v OpenAI (Aug 2025) and Garcia v Character Technologies (Oct 2024)NOT FOUNDnot-found
p2026-09-06-154candidateFTC 6(b) orders, 11 Sept 2025NOT FOUNDnot-found
p2026-09-06-155candidateUK live facial recognitionNOT FOUNDnot-found
p2026-09-06-156candidateIllinois Secretary of State Flock audit (25 Aug 2025)NOT FOUNDnot-found
p2026-09-06-157candidateFBI press release on the IC3 figuresNOT FOUNDnot-found
p2026-09-06-158candidateErdős problems solved with AINOT FOUNDnot-found
p2026-09-06-159candidateThe owner's named lossNOT FOUNDnot-found
p2026-09-06-160candidateFermat's Last Theorem Lean formalisationNOT FOUNDnot-found
p2026-09-06-161candidateMedicare WISeR (Jan 2026, six states)NOT FOUNDnot-found
p2026-09-06-162candidateEU AI Act prohibitions (Feb 2025), Colorado AI Act (delayed), state deepfake lawsNOT FOUNDnot-found
p2026-09-06-163candidateCharacter.AI's removal of open-ended chat for under-18s (25 Nov 2025)NOT FOUNDnot-found
p2026-09-06-164candidateInsilico approval / patients treatedNOT FOUNDnot-found
p2026-09-06-165candidateBaidu Apollo Go ride counts, Tesla robotaxi incident counts, XBOW topping HackerOneNOT FOUNDnot-found
p2026-09-06-166candidateWaymo rides per week / lifetime ridesNOT FOUNDnot-found
p2026-09-06-167candidateLean 4 / mathlib formalisation of Fermat's Last Theorem (Sept 2026, ~13M lines; Wiedijk's list)DEFINITION REJECTSreject-definition
p2026-09-06-168candidateChina's Supreme People's Court list of judgment defaulters (shixin blacklist) and municipal "social credit" point schemesDEFINITION REJECTSreject-definition
p2026-09-06-169candidateMedicare WISeR prior authorisation (2026)DEFINITION REJECTSreject-definition
p2026-09-06-170candidateFlock's keyword blocks (the remedy above) are a hand-written string filterDEFINITION REJECTSreject-definition
p2026-09-06-171candidateThe EU AI Act, Colorado AI Act, state deepfake statutesDEFINITION REJECTSreject-definition
p2026-09-06-172candidate1,206,374 announced US job cuts in 2025 (Challenger)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-173candidate$20.877 billion in 2025 IC3 losses across 1,008,597 complaintsEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-174candidatePJM's overall electricity price rise ($28.92 → $329.17/MW-day, 2024/25 to 2026/27)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-175candidateNRDC's ~$70/month household bill increase by 2028 and $163 billion through 2033EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-176candidateUkraine drone casualtiesEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-177candidateUS youth unemployment generallyEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-178candidateBrynjolfsson/Li/Raymond, 5,179 customer support agents, +14% issues resolved per hour (+34% for novices)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-179entryPerceptron branch prediction in CPUsworldaccessbenefit20177,470,000,000+2 S1·R7quote not found
p2026-09-06-180entrySpectre: the tax on a trainable branch predictorworldsafetyloss2018-01-037,470,000,0000 S0·R7validated
p2026-09-06-181entryGmail spam, phishing and malware classificationworldaccessbenefit2019-02-061,500,000,000+2 S1·R6validated
p2026-09-06-182entryGoogle Maps ETA prediction (DeepMind graph neural networks)worldaccessbenefit2020-09-031,000,000,000+2 S1·R6quote not found
p2026-09-06-183entryGoogle Translateworldknowledgebenefit2016-04-28500,000,000+2 S1·R5validated
p2026-09-06-184entryeBay Machine Translation (eMT)worldaccessbenefit2014162,000,000+2 S1·R5validated
p2026-09-06-185entryVisa Advanced Authorizationworldsafetybenefit20194,600,000,000+2 S1·R7validated
p2026-09-06-186entryCredit scorecards (FICO and successors)USaccessbenefit1989189,000,000+2 S1·R5validated
p2026-09-06-187entryCredit scorecards — the people the scorecard cannot seeUSaccessloss198926,000,000−1 S1·R4validated
p2026-09-06-188candidateThe learned imaging pipeline in phone camerasNOT FOUNDnot-found
p2026-09-06-189candidateNetflix recommenderNOT FOUNDnot-found
p2026-09-06-190candidateYouTube "70% of watch time from recommendations." Only a press quote attributed to Neal Mohan; no operator-published figureNOT FOUNDnot-found
p2026-09-06-191candidateFalse declines (the loss side of learned fraud scoring)NOT FOUNDnot-found
p2026-09-06-192candidateFICO's own numbers ("more than 232 million US consumers can be scored", "90% of top US lenders")NOT FOUNDnot-found
p2026-09-06-193candidateGartner PC shipments 2024 (245.3 million)NOT FOUNDnot-found
p2026-09-06-194candidateA shipped-silicon measurement of the perceptron predictorNOT FOUNDnot-found
p2026-09-06-195candidateECMWF AIFSNOT FOUNDnot-found
p2026-09-06-196candidateGlobal spam share of emailNOT FOUNDnot-found
p2026-09-06-197candidateSEARCHED, NOTHING AT RUNG SCALENOT FOUNDnot-found
p2026-09-06-198candidatePhase-detection and contrast autofocusDEFINITION REJECTSreject-definition
p2026-09-06-199candidateDeep BlueDEFINITION REJECTSreject-definition
p2026-09-06-200candidateRule-based spam filters (SpamAssassin's hand-written rules, DNS blocklists)DEFINITION REJECTSreject-definition
p2026-09-06-201candidateDijkstra/A route finding in navigationDEFINITION REJECTSreject-definition
p2026-09-06-202candidateRule-based machine translation (early SYSTRAN)DEFINITION REJECTSreject-definition
p2026-09-06-203candidateCard-network velocity rules ("decline if two countries in an hour")DEFINITION REJECTSreject-definition
p2026-09-06-204candidateEMV chip-and-PIN, 3-D SecureDEFINITION REJECTSreject-definition
p2026-09-06-205candidateRetpoline, KPTI and the other Spectre mitigationsDEFINITION REJECTSreject-definition
p2026-09-06-206candidateStatic branch prediction (always-taken, backward-taken/forward-not-taken)DEFINITION REJECTSreject-definition
p2026-09-06-207candidateThe fall in US credit invisibility from 5.8% (2010) to 2.7% (2020)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-208candidatePhotos taken per year rising toward 2 trillionEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-209candidateeBay's overall cross-border trade growth 2014-2019EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-210candidateGlobal email volume and the spam share of itEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-211candidateGrowth in card payment volume and the total fraud loss lineEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-212candidateMobile broadband and 5G growthEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-213entryInfervision / Nankai CT screening for COVID-19 pneumoniaCNhealthbenefit2020-01-2281,000+2 S2·R2validated
p2026-09-06-214entryDeep-learning diabetic retinopathy screening in China's Metabolic Management CentresCNhealthbenefit2018-0647,269+1 S2·R1quote not found
p2026-09-06-215entryShenzhen traffic-police facial recognition for jaywalkingCNagencyloss2017-0913,930−1 S1·R1validated
p2026-09-06-216entryMeituan / Ele.me algorithmic dispatch and delivery-time estimationCNworkloss20163,000,000−1 S1·R3validated
p2026-09-06-217entryMeituan / Ele.me algorithmic dispatch and delivery-time estimationCNsafetyloss2017329−2 S3·R0unverified
p2026-09-06-218entryQure.ai qXR chest X-ray AI for tuberculosisINhealthbenefit2018-128,303+1 S2·R1validated
p2026-09-06-219entryARDA (Google/Verily Automated Retinal Disease Assessment), IndiaINhealthbenefit2019-01-01600,000+2 S2·R2validated
p2026-09-06-220entrySamagra Vedika (Telangana welfare entity resolution)INaccessloss20161,860,000−4 S2·R3validated
p2026-09-06-221entryDelhi Police facial recognition systemINagencyloss2026-07-202,873−1 S1·R0validated
p2026-09-06-222entryM-Shwari algorithmic credit scoring (Safaricom / CBA, Kenya)other:Kenyaaccessbenefit2012-114,500,000+2 S2·R3validated
p2026-09-06-223entryKenyan digital-lender credit scoring (M-Shwari, Tala, Branch and others)other:Kenyaaccessbenefit201610,000,000+2 S2·R4validated
p2026-09-06-224entryKenyan digital-lender credit scoring (M-Shwari, Tala, Branch and others)other:Kenyaagencyloss20162,204,591−4 S2·R3validated
p2026-09-06-225entryBrazilian state police facial recognition (Bahia, Rio de Janeiro, Santa Catarina, Paraíba, Ceará)other:Brazilagencyloss2019-03151−1 S1·R0validated
p2026-09-06-226entryBahia (SSP-BA) facial recognition networkother:Brazilsafetybenefit20196,100+1 S1·R0unverified
p2026-09-06-227entrySistema de Reconocimiento Facial de Prófugos (Buenos Aires)other:Argentinaagencyloss2019-047,500,000−1 S1·R3unverified
p2026-09-06-228remedyMeituan's change of the displayed estimated delivery time from a point of time to an extended period, plus reassignment of orders in unexpected situations, after the September 2020 Renwu report and the 2021 regulatory guidelines on algorithm useCNremedy20215,270,000validated
p2026-09-06-229remedyCentral Bank of Kenya Credit Repair Frameworkother:Kenyaremedy2022-11-144,200,000validated
p2026-09-06-230remedyBuenos Aires courts: the April 2020 suspension order, Judge Liberatori's September 2022 unconstitutionality ruling, confirmed by the Court of Appeals on 28 April 2023other:Argentinaremedy2022-0915,459validated
p2026-09-06-231candidateSesame Credit / Zhima (China, benefit side)NOT FOUNDnot-found
p2026-09-06-232candidateBaidu Apollo Go (China)NOT FOUNDnot-found
p2026-09-06-233candidateHuawei/Megvii "Uyghur alarm" and other minority-detection features (China)NOT FOUNDnot-found
p2026-09-06-234candidateSharp Eyes / Skynet (China)NOT FOUNDnot-found
p2026-09-06-235candidateChina's COVID health-code appNOT FOUNDnot-found
p2026-09-06-236candidatePlantVillage Nuru (Kenya, benefit)NOT FOUNDnot-found
p2026-09-06-237candidateM-Shwari's causal effect (Kenya)NOT FOUNDnot-found
p2026-09-06-238candidateMicroSave "Making Digital Credit Truly Responsible" (Kenya, 2019)NOT FOUNDnot-found
p2026-09-06-239candidateBhashini / AI4Bharat (India)NOT FOUNDnot-found
p2026-09-06-240candidateQure.ai's India-wide reachNOT FOUNDnot-found
p2026-09-06-241candidateDelhi Police FRT arrestsNOT FOUNDnot-found
p2026-09-06-242candidateTala and Branch (Kenya)NOT FOUNDnot-found
p2026-09-06-243candidateNigeria and Kenya state surveillanceNOT FOUNDnot-found
p2026-09-06-244candidateChile and Mexico algorithmic welfare or policingNOT FOUNDnot-found
p2026-09-06-245candidateZipline drone delivery (Rwanda, Ghana)DEFINITION REJECTSreject-definition
p2026-09-06-246candidateChina's COVID-19 health-code apps (Alipay/WeChat health code)DEFINITION REJECTSreject-definition
p2026-09-06-247candidateAadhaar-based biometric authentication at ration shops (ABBA)DEFINITION REJECTSreject-definition
p2026-09-06-248candidateChina's court-defaulter blacklist (shixin)DEFINITION REJECTSreject-definition
p2026-09-06-249candidateMunicipal "social credit" point schemes (Rongcheng and others)DEFINITION REJECTSreject-definition
p2026-09-06-250candidateCard-velocity and threshold rules inside Kenyan and Indian payment systemsDEFINITION REJECTSreject-definition
p2026-09-06-251candidateChina's poverty reduction, life expectancy and hunger figuresEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-252candidateIndia's Aadhaar-linked ration denials and the Jharkhand starvation deaths (2017-18)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-253candidateKenya's mobile money revolution (M-PESA itself)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-254candidateIndia's TB notification rise nationallyEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-255candidateBrazil's homicide decline over the facial-recognition yearsEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-256candidateDelivery-rider earnings in ChinaEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-001entryChatGPTworldknowledgebenefit2022-11-30700,000,000+2 S1·R5validated
p2026-09-07-002entryChatGPTworldhealthloss2025-10-27700,000,000−1 S1·R3validated
p2026-09-07-003entryChatGPTworldhealthloss2025-10-27700,000,000−1 S1·R2validated
p2026-09-07-004entryMetropolitan Police live facial recognition (NEC NeoFace Live)UKsafetybenefit2024-09-113,147,436+1 S1·R0validated
p2026-09-07-005entryMetropolitan Police live facial recognition (NEC NeoFace Live)UKagencyloss2024-09-113,147,436−1 S1·R3validated
p2026-09-07-006entryFlock Safety automated licence plate reader networkUSagencyloss2025-051−1 S2·R0unverified
p2026-09-07-007entrynaviHealth nH Predict (UnitedHealth)UShealthloss2021272,687−2 S2·R1validated
p2026-09-07-008entryGenerative AI in writing-related freelance occupationsworldworkloss2022-11-3092,547−1 S1·R2validated
p2026-09-07-009entryLearned credit scorecards (Fair Isaac / FICO Score)USaccessbenefit1989232,000,000+2 S1·R5validated
p2026-09-07-010entryLearned credit scorecards (Fair Isaac / FICO Score)USaccessloss198925,000,000−1 S1·R4validated
p2026-09-07-011remedyIn re Facebook Biometric Information Privacy Litigation, $650m settlement, final approval order (Donato J., N.D. Cal.)USremedy2021-02-261,571,608quote not found
p2026-09-07-012candidateOpenAI's 800 million weekly usersNOT FOUNDnot-found
p2026-09-07-013candidateMet LFR ethnicity of the 10 false alertsNOT FOUNDnot-found
p2026-09-07-014candidateIllinois SoS Flock auditNOT FOUNDnot-found
p2026-09-07-015candidateUnitedHealth nH PredictNOT FOUNDnot-found
p2026-09-07-016candidateErdős problems solved with AI assistanceNOT FOUNDnot-found
p2026-09-07-017candidateClearview AINOT FOUNDnot-found
p2026-09-07-018candidateerdosproblems.com trafficNOT FOUNDnot-found
p2026-09-07-019candidateLean / mathlib formalisation infrastructure (298 Erdős-problem solutions formalised)DEFINITION REJECTSreject-definition
p2026-09-07-020candidateMCG and InterQual prior-authorisation guidelines (PSI report)DEFINITION REJECTSreject-definition
p2026-09-07-021candidateHumana's long-term acute care denial processDEFINITION REJECTSreject-definition
p2026-09-07-022candidateFICO's minimum scoring criteria (the rule excluding thin or stale files)DEFINITION REJECTSreject-definition
p2026-09-07-023candidate46 million Medicare Advantage prior authorisation requests in 2022, ~3.4 million fully or partially denied (7.4%) (PSI, citing KFF)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-024candidateerdosproblems.com's 150,000 unique visitors in a week (Bloom, 19 Jan 2026)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-025candidateThe 198 Erdős problems that moved to "solved" between 1 Oct 2025 and 5 Sep 2026 (repo statistics series)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-026candidate262 immigration-related ALPR searches in Mount Prospect, 14 Jan–30 Apr 2025EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-027entryFacebook ad delivery optimisationUSaccessloss2019-047,560,885−1 S1·R3validated
p2026-09-07-028entryGoogle AdSense ad delivery on name searchesUSagencyloss2013-012,184—validated
p2026-09-07-029entryX (Twitter) 'For You' feed ranking modelUSagencyloss2023-074,965—unverified
p2026-09-07-030entryFacebook News Feed ranking modelUSagencyloss2020-09231,000,000—unverified
p2026-09-07-031entryMeta automated content moderation (Facebook, EU)EUagencyloss2025-01-01263,600,000—unverified
p2026-09-07-032entryMeta automated content moderation (Facebook, EU)EUsafetybenefit2025-01-01263,600,000—unverified
p2026-09-07-033entryTikTok automated content moderationEUsafetybenefit2025-07-01178,000,000+2 S1·R5validated
p2026-09-07-034entryTikTok automated content moderationEUagencyloss2025-07-01178,000,000−2 S1·R5validated
p2026-09-07-035entryGoogle Ads LLM-driven policy enforcementworldagencyloss20245,000,000−1 S1·R3validated
p2026-09-07-036entryGoogle Ads LLM-driven policy enforcementworldsafetybenefit2024700,000—validated
p2026-09-07-037remedyVariance Reduction System, imposed by the settlement in United States v. Meta Platforms (S.D.N.Y.), verified by an independent reviewerUSremedy2023-01-06195,000,000validated
p2026-09-07-038remedyDigital Services Act internal complaint-handling and out-of-court dispute settlement (Articles 20–21), in forceEUremedy2024-02-17165,000,000validated
p2026-09-07-039remedyOversight Board — independent external review of Meta content decisionsworldremedy2021-01-281,290,942validated
p2026-09-07-040remedyGemini-based precision enforcement and rebuilt appeals process for Google Ads suspensionsworldremedy202524,900,000validated
p2026-09-07-041entryMeituan real-time intelligent dispatch systemCNaccessbenefit2019687,000,000—unverified
p2026-09-07-042entryMeituan real-time intelligent dispatch systemCNworkbenefit20195,000,000—unverified
p2026-09-07-043entryUber dynamic (upfront) pricing and work allocationUKworkloss2023-01258−1 S1·R0validated
p2026-09-07-044entryUber dynamic (upfront) pricing and work allocationUKworkloss2023-01258—validated
p2026-09-07-045entryUber dynamic (upfront) pricing and work allocationUKworkloss2023-01258—validated
p2026-09-07-046entryUber dynamic (upfront) pricing and work allocationUKworkloss2023-01114—validated
p2026-09-07-047entryICRISAT/Microsoft AI Sowing AppINworkbenefit2016-06175—validated
p2026-09-07-048entryICRISAT/Microsoft AI Sowing AppINworkbenefit20173,000+1 S2·R0validated
p2026-09-07-049remedyOccupational injury insurance for platform workers — pilot (1 July 2022, seven provinces) extended nationwideCNremedy2026-07-0229,900,000validated
p2026-09-07-050remedySpain's Riders' Law (Royal Decree Law 9/2021, ratified as Law 12/2021) — statutory right to algorithmic transparencyother:ESremedy2021-08-1230,000validated
p2026-09-07-051candidateFoxconn Chengdu lighthouse factory. Verified from Foxconn's own release (15 March 2021)NOT FOUNDnot-found
p2026-09-07-052candidateBMW neural-network visual inspection. Passes gate 1 cleanly on BMW's own wordsNOT FOUNDnot-found
p2026-09-07-053candidateJohn Deere See & Spray. Gate 1 passes ("See & Spray uses a combination of AI, machine learning, and boom-mounted cameras")NOT FOUNDnot-found
p2026-09-07-054candidateOcado. "Our deep learning models are up to 40% more accurate than traditional retail forecasting systems" (Ocado, 12 January 2025)NOT FOUNDnot-found
p2026-09-07-055candidateAmazon Sparrow / Proteus / Robin. Gate 1 passes (AmazonNOT FOUNDnot-found
p2026-09-07-056candidateAmazon's own robotics safety claim. The fetched page says only "Company data shows that, in 2022, recordable incident rates and lost-time incident rates were lower at Amazon Robotics sites than non-robotics sites"NOT FOUNDnot-found
p2026-09-07-057candidateAmazon Flex algorithmic deactivation (Bloomberg, June 2021)NOT FOUNDnot-found
p2026-09-07-058candidateAMP Robotics learned sorting. Vendor case-study claims onlyNOT FOUNDnot-found
p2026-09-07-059candidatePlantix. A real people countNOT FOUNDnot-found
p2026-09-07-060candidateAmazon's projected 160,000 avoided US hires by 2027 through robotics. A forecastNOT FOUNDnot-found
p2026-09-07-061candidateAutonomous trucking (Aurora, Kodiak, TuSimple). Driverless commercial miles exist; no measured jobs or casualty count attributable to a learned componentNOT FOUNDnot-found
p2026-09-07-062candidateDairy milking robots (Lely Astronaut). Not reached within budget; the definition question (is teat detection fit to data or a hand-coded 3D routine?) is unresolvedNOT FOUNDnot-found
p2026-09-07-063candidateThe INFORMS DOI page for the Meituan paper returns 403; I used the Bilkent course mirror of the same PDF, which is what the two Meituan entries citeNOT FOUNDnot-found
p2026-09-07-064candidateUPS ORION. A route-optimisation heuristic written by UPS's Operations Research group over ten years; the "AI" label is marketingDEFINITION REJECTSreject-definition
p2026-09-07-065candidateKiva / Amazon Robotics drive units. Fiducial-marker navigation (downward cameras reading floor barcodes, upward cameras reading rack barcodes) with centralised multi-agent path planningDEFINITION REJECTSreject-definition
p2026-09-07-066candidateRio Tinto Autonomous Haulage System / Komatsu FrontRunner. GPS waypoint following with rule-based obstacle detection; no source ties the vehicle control to a fitted modelDEFINITION REJECTSreject-definition
p2026-09-07-067candidateDeliveroo's "Frank" rider-ranking algorithm. The Bologna Tribunal (31 December 2020, €50,000 damages plus €7,254 costs, three CGIL unions) describes deterministic scoring rulesDEFINITION REJECTSreject-definition
p2026-09-07-068candidateUber surge multipliers (pre-2023). A formulaic multiplier on a time-and-distance base fareDEFINITION REJECTSreject-definition
p2026-09-07-069candidateAmazon's rate/quota and "time off task" system. Threshold logic on measured productivity rates; no source documents the thresholds being fit to dataDEFINITION REJECTSreject-definition
p2026-09-07-070candidateAcemoglu & Restrepo, "Robots and Jobs" (JPE 128(6), 2020, ppEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-071candidateFoxconn Kunshan, 2016EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-072candidateAmazon warehouse injury rates. From the Senate HELP Committee's own report (verified from the primary PDF)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-073candidateGig-economy earnings changes attributed to market entry, driver supply and commission policy rather than to a learned modelEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-07-074candidateSpainEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-257entryFlock Safety automated licence plate reader networkUSsafetybenefit2025-0110,000+1 S2·R1validated
p2026-09-06-258entryFlock Safety automated licence plate reader networkUSagencyloss202424−1 S2·R0validated
p2026-09-06-259entryFlock Safety automated licence plate reader network (Johnson County, Texas abortion search)USagencyloss2025-051−1 S2·R0validated
p2026-09-06-260entryAutomated licence plate reader optical plate recognition (multi-vendor)USsafetyloss2009-031−1 S2·R0validated
p2026-09-06-261entryPolice facial recognition (Clearview AI, DataWorks Plus and other vendors)USagencyloss202014−2 S3·R0validated
p2026-09-06-262entryShotSpotter / SoundThinking gunshot detection (Chicago Police Department)USagencyloss2020-011,740−1 S1·R0validated
p2026-09-06-263entryCBP Traveler Verification Service (biometric entry-exit facial comparison)USsafetybenefit20182,000—validated
p2026-09-06-264entryCBP Traveler Verification Service (biometric entry-exit facial comparison)USagencyloss2018444,552−1 S1·R2unverified
p2026-09-06-265remedyMunicipal and state bans on police facial recognition; the Detroit settlement bar on seeking a warrant from a face-match lead alone; Indiana's statuteUSremedy2026-0420validated
p2026-09-06-266candidateIllinois Secretary of State's Flock audit, 25 August 2025NOT FOUNDnot-found
p2026-09-06-267candidatePeople detained or arrested by ICE as a result of a Flock lookupNOT FOUNDnot-found
p2026-09-06-268candidateFlock's "audit assistance tool", launched about June 2026 (Langley to CNN)NOT FOUNDnot-found
p2026-09-06-269candidateChicago's termination of ShotSpotter, 23 September 2024 (12 police districts, about 117 square miles)NOT FOUNDnot-found
p2026-09-06-270candidateFBI NGI-IPS face recognitionNOT FOUNDnot-found
p2026-09-06-271candidateClearview AI's own numbersNOT FOUNDnot-found
p2026-09-06-272candidateWashington Post's "Arrested by AI" (2025), the source of the earlier "at least eight wrongfully arrested" and of records from 15 states covering more than 1,000 investigationsNOT FOUNDnot-found
p2026-09-06-273candidateNorfolk, Virginia (Schmidt v City of Norfolk, IJ)NOT FOUNDnot-found
p2026-09-06-274candidateKechi, KansasNOT FOUNDnot-found
p2026-09-06-275candidateDHS/USCIS social-media vetting with a modelNOT FOUNDnot-found
p2026-09-06-276candidateSection 215 bulk call-detail recordsDEFINITION REJECTSreject-definition
p2026-09-06-277candidatePRISM, upstream collection, XKeyscore, contact chainingDEFINITION REJECTSreject-definition
p2026-09-06-278candidateFBI queries of Section 702 dataDEFINITION REJECTSreject-definition
p2026-09-06-279candidateTSA Quiet SkiesDEFINITION REJECTSreject-definition
p2026-09-06-280candidateThe hot-list half of ALPR, counted here because the counts are large and belong on the recordDEFINITION REJECTSreject-definition
p2026-09-06-281candidateSKYNET (NSA, Pakistan)DEFINITION REJECTSreject-definition
p2026-09-06-282candidateFlock's claim of about 1 million investigations supported and 20% of cleared cases in 2025EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-283candidateGarrett Langley's claim that Flock was "a big part" of the nationwide crime declineEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-284candidateThe fourteen wrongful arrests as a share of face-recognition arrestsEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-285candidateShotSpotter's 4,556 dispositions showing evidence of a gun-related offence (9.1% of responses)EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-286candidateCBP's estimated 853,955 (FY2022) and 565,155 (FY2023) air and sea overstaysEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-287candidateALPR stalking beyond the tallyEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-288entryAI-supported mammography screening (MASAI trial, Transpara)other:SEhealthbenefit2021-04105,934+1 S2·R0validated
p2026-09-06-289entryTREWS sepsis early warning systemUShealthbenefit2018590,736+1 S2·R0validated
p2026-09-06-290entryViz LVO stroke triage (Viz.ai)UShealthbenefit2018-0214,116+1 S2·R1validated
p2026-09-06-291entryCAD4TB chest X-ray screening on ultra-portable X-ray, Nigeriaother:NGhealthbenefit2022-0194,694+1 S3·R0validated
p2026-09-06-292entryComputer-aided polyp detection in colonoscopy (CADe)worldhealthbenefit201923,861+1 S1·R1validated
p2026-09-06-293entryNovissi emergency cash transfers targeted by a phone-and-satellite poverty model (Togo)other:TGaccessbenefit2020-0960,000+1 S2·R1validated
p2026-09-06-294entryGoogle/DeepMind AI riverine flood forecasting (Flood Hub)worldsafetybenefit2023700,000,000+2 S1·R5validated
p2026-09-06-295candidateDeaths avoided, or people actually alerted, attributable to a learned weather or flood modelNOT FOUNDnot-found
p2026-09-06-296candidateCyclone track improvement with an evacuation countNOT FOUNDnot-found
p2026-09-06-297candidateBe My Eyes / Be My AINOT FOUNDnot-found
p2026-09-06-298candidateLive captions and automatic speech recognition for deaf and hard-of-hearing users; Microsoft Seeing AINOT FOUNDnot-found
p2026-09-06-299candidateBlueDot and HealthMap, December 2019NOT FOUNDnot-found
p2026-09-06-300candidateFINDER (Kogan et al., npj Digital Medicine 1:36, 2018, https://www.nature.com/articles/s41746-018-0045-1)NOT FOUNDnot-found
p2026-09-06-301candidateFoodBorne ChicagoNOT FOUNDnot-found
p2026-09-06-302candidateProduct recalls or defects found early by a modelNOT FOUNDnot-found
p2026-09-06-303candidateA drug or treatment in service with a patient count attributable to a model, beyond RentosertibNOT FOUNDnot-found
p2026-09-06-304candidateAgriculture or income beyond ICRISATNOT FOUNDnot-found
p2026-09-06-305candidateA learned system making an essential measurably cheaper for a counted populationNOT FOUNDnot-found
p2026-09-06-306candidateBrainomix e-StrokeNOT FOUNDnot-found
p2026-09-06-307candidatePatient-level outcomes for Viz.aiNOT FOUNDnot-found
p2026-09-06-308candidateAndroid Earthquake Alerts, on the counting side, is the opposite problemNOT FOUNDnot-found
p2026-09-06-309candidateReusable rocket-stage landingDEFINITION REJECTSreject-definition
p2026-09-06-310candidateAndroid Earthquake Alerts SystemDEFINITION REJECTSreject-definition
p2026-09-06-311candidateShakeAlert (USGS)DEFINITION REJECTSreject-definition
p2026-09-06-312candidateSIRS and SEP-1 sepsis criteriaDEFINITION REJECTSreject-definition
p2026-09-06-313candidateSymptom-questionnaire TB screening (cough, fever, night sweats)DEFINITION REJECTSreject-definition
p2026-09-06-314candidateGeographic and occupation-based aid targeting, the counterfactuals in the Togo paperDEFINITION REJECTSreject-definition
p2026-09-06-315candidateMobile money rails and the voter registry that Novissi enrolled throughDEFINITION REJECTSreject-definition
p2026-09-06-316candidateEndocuff and other mechanical adjuncts to colonoscopyDEFINITION REJECTSreject-definition
p2026-09-06-317candidateRadar-only automatic emergency braking with a hand-tuned time-to-collision thresholdDEFINITION REJECTSreject-definition
p2026-09-06-318candidateAutomatic emergency braking, the 50% cut in rear-end crashesEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-319candidateFalling breast cancer mortality in SwedenEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-320candidateThe post-COVID recovery in global TB case notificationsEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-321candidateThe long decline in US sepsis mortalityEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-322candidateGrowth in thrombectomy volumes since 2018EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-323candidateFalling colorectal cancer incidenceEXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-324candidateTogo's poverty and food-security numbers through 2020-21EXCLUDED BY ATTRIBUTIONexclude-attribution
p2026-09-06-325candidateGlobal flood fatality trendsEXCLUDED BY ATTRIBUTIONexclude-attribution