Distortion field guide

Temporal overreach

Short-term or preliminary findings presented as settled, lasting truth.

How it enters the chain

A six-week pilot study becomes a permanent life rule; early results are announced as if the follow-up already happened.

How to spot it

Check the study duration and whether replication exists. Preliminary is not a synonym for proven.

Specimens on record (67)

TS-F2C2474012 Oct 2026GeneralResearchers have developed one or more injectable hydrogels that regenerate or structurally restore degenerated intervertebral discs in humans, going beyond symptomatic pain relief.Partially accurate but misleadingMixedTS-8087FAEA11 Oct 2026AIA study reported by The Register found that Anthropic's $20 per month Claude Pro subscription delivers more value than OpenAI's $20 per month ChatGPT Plus subscription. Secondary propositions in the…Partially accurate but misleadingbenchmarkTS-052424689 Oct 2026GeneralTwo observational studies are cited: one reporting roughly a 3-fold higher all-cause mortality risk in the lowest quartile of muscle mass versus the highest, and a second, larger, recent study…Partially accurate but misleadingHealthTS-941518109 Oct 2026FinanceCyprus annual HICP inflation was 5.2% in August 2026 and the Central Bank of Cyprus average rate on new household deposits was 1.27% in July 2026. The post subtracts the two to get a negative real…Partially accurate but misleadingfactTS-51EC48DE8 Oct 2026AIUtah is the first U.S. state to authorize an AI system, operated by Nolla Health, to issue prescriptions for certain acne medications without case-by-case physician review.Mostly accuratepolicyTS-F658997E6 Oct 2026AIIn a recorded interview, SAP CEO Christian Klein stated that control functions in finance and HR, which he described as occupying thousands of people in full-time roles, will all become automated.Mostly accuratecapabilityTS-BD9A32D45 Oct 2026GeneralA Harvard geneticist has predicted that technologies permitting 150-year human lifespans will exist within roughly ten years, and a first-in-human Phase 1 trial of an epigenetic reprogramming therapy…Partially accurate but misleadingMixedTS-7A20B4DC4 Oct 2026GeneralResearchers in Japan have created an experimental hemoglobin-based oxygen carrier that lacks ABO blood-group antigens and can be stored far longer than donated red blood cells. It is currently in…Mostly accurateMixedTS-26DC38694 Oct 2026GeneralSome people with gray hair who took oral para-aminobenzoic acid (PABA, sometimes labeled vitamin B10) experienced return of hair pigment within two to four months.Partially accurate but misleadingHealthTS-7EDC7C024 Oct 2026GeneralRubbing raw banana peel directly on skin has been shown in scientific research to shrink warts by a specific amount (75 percent) within two weeks, heal minor burns within three days, and visibly…FalseHealthTS-226753062 Oct 2026GeneralIn a large multi-country prospective cohort, each 5 kg lower baseline handgrip strength was associated with an approximately 16% higher adjusted hazard of all-cause death during follow-up.Mostly accurateStudyTS-0649C7C02 Oct 2026GeneralA Phase 1 clinical trial of ER-100, a therapy that expresses the OCT4/SOX2/KLF4 transcription factors in retinal cells, dosed its first human participant in 2026 in patients with optic nerve disease.…Mostly accurateMixedTS-A2B5218629 Sept 2026GeneralSix named consumer chocolate brands are currently reformulating their products to substitute cultivated or lab-produced cocoa substitutes for conventional cocoa, without public disclosure, backed by…Partially accurate but misleadingMixedTS-AEA0405A28 Sept 2026GeneralAn umbrella review covering studies with a combined total of roughly 128,000 participants reported that physical activity interventions reduced symptoms of depression, anxiety and psychological…Partially accurate but misleadingStudyTS-BAFD6E0926 Sept 2026GeneralA 2018 paper in Veterinary Medicine and Science reported that a single oral dose of a broccoli sprout supplement was followed by an approximately 24% reduction, relative to each dog's own baseline,…Partially accurate but misleadingMixedTS-5DD916C626 Sept 2026GeneralPaul Saladino, who wrote The Carnivore Code and promoted a strict all-animal-foods diet, has publicly stated that fruit now constitutes the majority of his diet, and he also consumes honey and other…Mostly accurateMixedTS-6C8B298025 Sept 2026GeneralAn experimental antibody drug that blocks the USAG-1 protein, developed with the goal of stimulating tooth growth, has begun testing in human clinical trials.Partially accurate but misleadingMixedTS-994148B724 Sept 2026AIReuters reported, based on internal Meta posts, that Meta ran a test in which human contractors placed and handled some of the phone calls requested through Meta's Muse AI agent, without disclosure…Mostly accuratebusinessTS-629E386B21 Sept 2026GeneralIn adults without pre-existing kidney disease, the published trial literature on protein intakes above standard recommendations, including intakes achieved using protein supplements, has not…Mostly accurateHealthTS-D15B2D4219 Sept 2026GeneralAn unnamed endocrinologist recommends performing 20 standing calf raises nightly before bed, and this will produce a noticeable health benefit within two weeks.Partially accurate but misleadingHealthTS-4D097D2E18 Sept 2026GeneralAnalyses of large Harvard prospective cohorts (roughly 190,000 participants) found an association between ice cream consumption of about two servings per week and lower observed rates of type 2…Partially accurate but misleadingMixedTS-A596676B17 Sept 2026GeneralA published review cites an older report in which 460 gray-haired people given 100 mg of para-aminobenzoic acid three times daily showed hair darkening in 82% of cases within two to four months.Partially accurate but misleadingMixedTS-A4C88CC016 Sept 2026GeneralAn 8-week intermittent fasting intervention produced a 2.6-year reduction in an MRI-derived brain-age estimate in study participants.Partially accurate but misleadingHealthTS-EA1B8BA516 Sept 2026FinanceOver roughly 1 to 15 September 2026, Skyworks Solutions (SWKS) recorded the largest share-price gain of any S&P 500 constituent, at 31.28%, ahead of Dell (19.56%), Best Buy (16.89%) and Meta…Mostly accuratefactTS-EFF8F6A413 Sept 2026GeneralApple has introduced a foldable iPhone named the iPhone Duo, its first, with a starting price of $1,999 (US), a 5.4-inch external display and a 7.6-inch internal display.Mostly accurateProductTS-6E6EB87013 Sept 2026FinanceOn 10 September 2026, OpenAI announced a product called ChatGPT for Financial Services, running on its GPT-6 Astra model, developed with Morgan Stanley and Evercore as design partners, with built-in…Mostly accuratefactTS-D92F83BB12 Sept 2026GeneralFrance has removed American software from 30 million government devices, and Germany, Denmark and the Netherlands have carried out equivalent removals. The US CLOUD Act permits US authorities to…FalseMixedTS-2EAE4EF810 Sept 2026GeneralA Babraham Institute team reported that transient (partial) expression of reprogramming factors in cultured human skin fibroblasts reversed several molecular and epigenetic markers of age while the…Source exists but framing is misleadingMixedTS-35692F3010 Sept 2026GeneralAlzheimer's disease will be eliminated as a condition worldwide by approximately 2031.FalseMixedTS-8263EDEF9 Sept 2026GeneralAn experimental compound called ISRIB improved memory performance in mice with learning impairments or brain injuries, with a measured improvement of up to 70 percent within 48 hours of treatment, as…FalseMixedTS-084543053 Sept 2026GeneralA company-sponsored phase 2a trial (n=24) in mild-to-moderate Alzheimer's disease reported that participants receiving 300 mg tazbentetol scored, on average, more than 2.5 points higher on the…Mostly accurateMixedTS-FAF167BA3 Sept 2026FinanceA credit repair firm states that one of its clients had 11 of 14 collection accounts deleted from their credit reports in a 30 day period, and that this eliminated more than $28,000 of negative debt.…UnverifiedfactTS-2BB9656D2 Sept 2026GeneralUniversity of New Mexico researchers developed an experimental vaccine targeting phosphorylated tau. It was tested in mouse models of tauopathy and in rhesus macaques, and a Phase 1 human trial is…Mostly accurateHealthTS-B867628731 Aug 2026AISouth Korea's Ministry of Science and ICT has begun a program branded "AI for All" ("모두의 AI") intended to provide all residents with a free, unlimited-use general-purpose chatbot and a public-service…Mostly accuratereleaseTS-6EC84E0630 Aug 2026GeneralIn a study indexed as PubMed 35785965, adding a 15-minute sauna session after exercise for 8 weeks produced a 2.7 mL/kg/min greater improvement in cardiorespiratory fitness than exercise alone. The…Source exists but framing is misleadingStudyTS-A02AB90C29 Aug 2026GeneralA 1960 paper by a scientist working in the United States used a mathematical extrapolation of human population growth that reaches a singularity on 13 November 2026.Source exists but framing is misleadingMixedTS-B6B275FE26 Aug 2026AIIn a recorded interview, Sam Altman stated that a future version of ChatGPT could continuously observe a user's screen, meetings and calls to build broad personal context, and, when asked about…Mostly accuratecapabilityTS-D8F65EE826 Aug 2026GeneralSpotted lanternfly (Lycorma delicatula) is a non-native insect first established in the U.S. around 2014, now present across Northeastern and Midwestern states. It damages agricultural crops,…Mostly accurateMixedTS-6B7A55BD25 Aug 2026GeneralA dataset attributed to Protege DataLab reports that in 2026, hospitals with the highest measured clinician use of AI tools had in-hospital mortality of roughly 1,010 per 100,000 patients, while…UnverifiedMixedTS-440FFB3D25 Aug 2026GeneralPerforming 20 calf raises once nightly before sleep improves venous return from the legs and blood glucose regulation, with a noticeable effect appearing within two weeks, according to an unnamed…Source exists but framing is misleadingMixedTS-BFA485D125 Aug 2026GeneralAn experimental compound called ISRIB improved memory performance in mice with age-related decline or brain injury, with measurable improvement appearing within about 48 hours, by inhibiting the…Partially accurate but misleadingHealthTS-113F72CD24 Aug 2026GeneralThe U.S. Securities and Exchange Commission is developing a regulatory measure that could permit blockchain-based (tokenized) versions of U.S. listed equities to trade continuously outside standard…Source exists but framing is misleadingMixedTS-5BEC286024 Aug 2026GeneralTransient or partial expression of the Yamanaka reprogramming factors (Oct4, Sox2, Klf4, c-Myc, or subsets) has been shown in laboratory research to reduce epigenetic age measures and improve some…Source exists but framing is misleadingMixedTS-3FB0BA7F24 Aug 2026AITourist volume in Tulum, Quintana Roo, Mexico has fallen sharply from its recent peak, to the point that beaches, streets and hotels are currently unoccupied, and the causes are unknown.Partially accurate but misleadingadoptionTS-C668E6B323 Aug 2026AIOpenAI dissolved its Superalignment team roughly a year after founding it, after co-leads Ilya Sutskever and Jan Leike resigned, and reassigned remaining members into other research groups. The post…Source exists but framing is misleadingbusinessTS-344300F722 Aug 2026GeneralResearchers have applied ultrasound to the brains of people with Alzheimer's disease, and this has reduced amyloid plaque burden and recovered memory function in those patients.Partially accurate but misleadingMixedTS-B9B679F721 Aug 2026GeneralA recent study reported an association between high coffee intake and both higher scores on some cognitive tests (about 11% higher) and a cognitive-age estimate about 6.7 years younger.Source exists but framing is misleadingHealthTS-A5CD262F21 Aug 2026GeneralA standard 12 fl oz can of Diet Coke contains roughly 200 mg of aspartame.Mostly accurateProductTS-8BADC4F320 Aug 2026AIGoogle was named winning bidder at $10 million in a Chapter 11 auction for a de-identified internal enterprise dataset from Spirit Aviation Holdings, intended for product development and AI training;…Mostly accuratebusinessTS-DA9C1EAE17 Aug 2026AIGoogle has released a model named Gemini 3.7 Flash. Its API price is $0.75 per million input tokens and $3.75 per million output tokens. That price is lower than the per-token prices of Claude Sonnet…Mostly accuratereleaseTS-2D73DD3C17 Aug 2026GeneralAn experimental technique called partial cellular (epigenetic) reprogramming has begun first-in-human clinical testing. Some researchers hypothesize the approach could eventually be applied to a wide…Source exists but framing is misleadingMixedTS-82D96DE215 Aug 2026GeneralUniversity of New Mexico researchers published a study of an experimental virus-like-particle vaccine targeting phosphorylated tau (pT181). The study reported immune responses in mice and rhesus…Source exists but framing is misleadingMixedTS-0595357513 Aug 2026GeneralA combination of pumpkin seeds, almonds and cacao supplies dietary magnesium in amounts comparable to a magnesium supplement, along with fiber and antioxidants. Therefore magnesium supplementation is…Partially accurate but misleadingHealthTS-37D1983A13 Aug 2026GeneralA first-in-human clinical trial of an experimental therapy designated ER-100 has begun, and this trial represents a move away from disease-specific treatment toward treating aging as the target.Source exists but framing is misleadingMixedTS-643E300613 Aug 2026GeneralA specific sauna protocol (two 15-minute exposures at 100°C dry heat separated by 30 minutes of cooling) has been reported to produce an approximately five-fold acute increase in circulating growth…Source exists but framing is misleadingHealthTS-EBED459512 Aug 2026AIOn Scale AI's standardized SWE-bench Pro public-set leaderboard, where all models are run under a common scaffold, GPT-5.4 at xHigh reasoning effort holds the top position with a 59.1% resolve rate,…Overtaken by later developmentsbenchmarkTS-57F1CA789 Aug 2026GeneralA research group based in a dermatology department, originally studying sex bias in autoimmune disease, published findings identifying a gene whose dysregulation appears to drive preeclampsia, and…Mostly accurateStudyTS-86CEABD88 Aug 2026GeneralResearchers have developed an experimental chewing gum containing lablab bean powder that, in laboratory testing, reduced measurable levels of SARS-CoV-2, herpes simplex viruses, and influenza A…Source exists but framing is misleadingMixedTS-CF6735831 Aug 2026GeneralA 2022 meta-analysis of RCTs in J Obstet Gynaecol Res reported a statistically significant reduction in overall PMS severity with omega-3 supplementation, with significant effects in both somatic and…Mostly accurateStudyTS-DAB5D2AC31 Jul 2026GeneralA 2025 study by Chourasia et al. at the Weizmann Institute of Science found that deleting the MTCH2 gene in cultured cells (including a human cell line and mouse preadipocytes) increased cellular…Source exists but framing is misleadingHealthTS-E0C7A2CE17 Jul 2026GeneralResearchers at National Taiwan University published a study showing that a topical fatty acid serum regrew hair within about 20 days in mouse experiments by triggering adipocytes (fat cells) in the…Mostly accurateHealthTS-2EE7B84C15 Jul 2026GeneralConsuming vitamin C (such as from fresh lemon juice) alongside spinach increases the body's absorption of the non-heme iron found in spinach.Mostly accurateHealthTS-298BDADB15 Jul 2026GeneralApplying brewed coffee to the scalp is being promoted online as a hair growth aid, based on scientific research showing caffeine has biological effects on hair follicles. The post claims mechanisms…Source exists but framing is misleadingHealthTS-00A61CAE7 Jul 2026GeneralA small molecule called ISRIB, discovered by UCSF researchers, rapidly improved cognitive performance in mice (aged, brain-injured, or otherwise impaired) within a few days by inhibiting the…Partially accurate but misleadingHealthTS-D968D0612 Jul 2026GeneralPerforming exercise in a fasted state produces greater reductions in body fat than performing the same exercise in a fed state.Source exists but framing is misleadingHealthTS-803E96BA1 Jul 2026GeneralDaily morning consumption of celery juice reliably resolves clinical hypertension in all people within a two-week period.FalseHealthTS-E076AC3D1 Jul 2026GeneralWalking after meals contributes to preventing weight gain or supports weight maintenance.InconclusiveHealth