用户数据风险被低估 Claude用户资产价值远超预期，但官方缺乏备份机制，数据安全完全依赖单一平台稳定性。

Mercor的快速崛起与数据泄露事件形成了鲜明对比，凸显了数据安全在AI训练中的关键地位。这一事件可能引发行业对数据安全和隐私保护的重新审视，促使AI公司建立更严格的数据管理标准。

ReconfigBehSci. (2021, December 23). Risk of hospital stay 40% lower with Omicron than Delta, UK data suggests https://t.co/VupN8hY4qq [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1473916654421643266

Nerd, G. M.-K. H. (2022, February 25). The Jury is Still Out on Ivermectin. Medium. https://gidmk.medium.com/the-jury-is-still-out-on-ivermectin-7d0a1895549

Jørgensen, F. J., Nielsen, L. H., & Petersen, M. B. (2021). Willingness to Take the Booster Vaccine in a Nationally Representative Sample of Danes. PsyArXiv. https://doi.org/10.31234/osf.io/wurz8

Adam Kucharski. (2021, March 24). This is an interesting perspective on Taiwan (& glad it mentions data/privacy), although I’d like to see more references to what local officials were actually saying about approach in real-time, rather than what UK-based researchers later say it was: Https://t.co/FDu0mQoISh 1/ [Tweet]. @AdamJKucharski. https://twitter.com/AdamJKucharski/status/1374638777814167555

Trevor Bedford on Twitter. (n.d.). Twitter. Retrieved 29 March 2022, from https://twitter.com/trvrb/status/1466076761427304453

Tyler Black, MD. (2022, January 25). /1 Hi Lucy and your colleagues. Your advocacy toolkit contains poorly sourced, contexted, and biased information on mental health during the pandemic/schooling. And I have receipts too! (Thread) #urgencyofnormal https://t.co/JeWKE0iGn1 [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1486111652076527623

Freja Kirsebom. (2022, January 7). Today we publish our latest analysis where we stratify by age to investigate vaccine effectiveness (VE) against Omicron in adults aged 65 years and older in England. Https://t.co/y73uto6kll 1/14 [Tweet]. @freja_kirsebom. https://twitter.com/freja_kirsebom/status/1479528228079509516

Bill Hanage. (2022, January 7). So a brief thread on the state of the pandemic in the Boston area. It is quite plausible that about 10% of the population is currently infected, more in some age groups than others. A lot of omicron. What next? 1/n https://t.co/aXgc5GYk0V [Tweet]. @BillHanage. https://twitter.com/BillHanage/status/1479574053807697920

APPG on Coronavirus. (2022, January 18). 🗣Dr.Claire Steves continued: “Looking in the national core studies, from cohort studies across the UK we’ve looked at 10 different longitudinal studies. Our best estimates are that about 5% of middle aged people are experiencing long term.. 27/ #APPGCoronavirus #LongCovid [Tweet]. @AppgCoronavirus. https://twitter.com/AppgCoronavirus/status/1483453895061999618

F. Perry Wilson, MD MSCE. (2022, February 4). If you, like me, are “skipping ahead” during the ACIP meeting re: Moderna vaccine—This slide really drives home the benefit / risk paradigm among the group at highest risk of myocarditis (men 18-35). 2 million shots = 1903 avoided hospitalizations, and 68 myocarditis cases. Https://t.co/3nzWXGXyD1 [Tweet]. @fperrywilson. https://twitter.com/fperrywilson/status/1489649379979972609

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COVID-19 takes serious toll on heart health—A full year after recovery. (n.d.). Retrieved February 11, 2022, from https://www.science.org/content/article/covid-19-takes-serious-toll-heart-health-full-year-after-recovery

Willett, J. D. S. (n.d.). Omicron: Vaccines remain the best defence against this COVID-19 variant and others. The Conversation. Retrieved February 8, 2022, from http://theconversation.com/omicron-vaccines-remain-the-best-defence-against-this-covid-19-variant-and-others-174195

Krutika Kuppalli, MD FIDSA. (2022, January 14). If you had #COVID19 once you can get it again (and again). Risk of reinfection in England with #Omicron was ~5.4 fold higher compared to #Delta The relative risk were 6.36 & 5.02 for unvaxxd & vaxxd cases—Implies protection against reinfection by Omicron may be as low as 19% [Tweet]. @KrutikaKuppalli. https://twitter.com/KrutikaKuppalli/status/1482074117742288898

PaedsHaemDoc. (2022, January 9). Had the misfortune (via @fatemperor) to come across Dr Paul Alexander -apparently credentialed yet in single blog post demonstrates perfectly either a disconnect from rational thought or deliberate misinformation spreading of the #masspsychosis of the anti-Vax crew let’s examine https://t.co/Ctd49cb1qK [Tweet]. @dr_barrett. https://twitter.com/dr_barrett/status/1479986071832248322

Jorge A. Caballero, MD (jorgecaballero.eth). (2022, January 10). 🧵/ I just spoke with two journalists about data that shows how the U.S. healthcare system is collapsing before our eyes. The million dollar question during both interviews was, “What else could we be doing right now?” The answer: Flatten the hospitalization curve. Now. [Tweet]. @DataDrivenMD. https://twitter.com/DataDrivenMD/status/1480607009867132928

Mackay, A. I. M. & PhD. (2022, January 29). Thank goodness we did all the work. Virology Down Under. https://virologydownunder.com/thank-goodness-we-did-all-the-work/

Routen, A., O’Mahoney, L., Ayoubkhani, D., Banerjee, A., Brightling, C., Calvert, M., Chaturvedi, N., Diamond, I., Eggo, R., Elliott, P., Evans, R. A., Haroon, S., Herret, E., O’Hara, M. E., Shafran, R., Stanborough, J., Stephenson, T., Sterne, J., Ward, H., & Khunti, K. (2022). Understanding and tracking the impact of long COVID in the United Kingdom. Nature Medicine, 28(1), 11–15. https://doi.org/10.1038/s41591-021-01591-4

Evershed, N. (n.d.). The simple numbers every government should use to fight anti-vaccine misinformation. The Guardian. Retrieved January 30, 2022, from https://www.theguardian.com/news/datablog/ng-interactive/2022/jan/28/the-simple-numbers-every-government-should-use-to-fight-anti-vaccine-misinformation

Male, V. (2022). Menstruation and covid-19 vaccination. BMJ, 376, o142. https://doi.org/10.1136/bmj.o142

Patone, M., Mei, X. W., Handunnetthi, L., Dixon, S., Zaccardi, F., Shankar-Hari, M., Watkinson, P., Khunti, K., Harnden, A., Coupland, C. A., Channon, K. M., Mills, N. L., Sheikh, A., & Hippisley-Cox, J. (2021). Risk of myocarditis following sequential COVID-19 vaccinations by age and sex (p. 2021.12.23.21268276). medRxiv. https://doi.org/10.1101/2021.12.23.21268276

Davis, N., & correspondent, N. D. S. (2022, January 21). Covid reinfection: How likely are you to catch virus multiple times? The Guardian. https://www.theguardian.com/world/2022/jan/21/covid-reinfection-how-likely-are-you-to-catch-virus-multiple-times

Devlin, H., & correspondent, H. D. S. (2022, January 21). Mixed messages? How end of Covid plan B could change behaviour in England. The Guardian. https://www.theguardian.com/world/2022/jan/21/mixed-messages-how-end-of-covid-plan-b-rules-could-change-behaviour

Nast, C. (2022, January 15). Do the Omicron Numbers Mean What We Think They Mean? The New Yorker. https://www.newyorker.com/magazine/2022/01/24/do-the-omicron-numbers-mean-what-we-think-they-mean

Devlin, H., Davis, N., & correspondents, N. D. S. (2022, January 14). Expect another Omicron wave in early summer, Sage says. The Guardian. https://www.theguardian.com/world/2022/jan/14/expect-another-covid-omicron-wave-in-early-summer-sage-says

O’donnell, C., & Aboulenein, A. (2021, December 30). COVID-19 hospitalization surge among U.S. children spurs new Omicron concerns. Reuters. https://www.reuters.com/world/us/covid-19-hospitalization-surge-among-us-children-spurs-new-omicron-concerns-2021-12-30/

Jennifer K McDonald. (2021, October 16). Here’s the rebreathed fraction of air table from the all-knowing @DavidElfstrom [Tweet]. @JenniferKShea. https://twitter.com/JenniferKShea/status/1449380211435479047

Prof. Christina Pagel. (2022, January 10). I agree with pretty much all of this @FT article https://ft.com/content/e200156f-2e5a-4165-8aa2-28c24fe3c036 https://t.co/zhqPpqdyn7 [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1480568139947692041

Bansal, B. (2021). Rapid COVID-19 Test: Investigating the Willingness to Take a Rapid Test Based on Multiple Factors. PsyArXiv. https://doi.org/10.31234/osf.io/j3t76

Omicron largely evades immunity from past infection or two vaccine doses | Imperial News | Imperial College London. (n.d.). Imperial News. Retrieved December 21, 2021, from https://www.imperial.ac.uk/news/232698/modelling-suggests-rapid-spread-omicron-england/

227 B.C. chiropractors threaten to sue regulatory college if vaccines ordered. (n.d.). Vancouversun. Retrieved December 17, 2021, from https://vancouversun.com/news/local-news/227-b-c-chiropractors-threaten-to-sue-regulatory-college-if-vaccines-ordered

New Study Finds Vaccine Dose Timing Reduces Risk of Long-COVID in Unvaccinated Patients. (2021, December 15). Arcadia.Io. https://arcadia.io/press-release-vaccine-dose-timing-reduces-long-covid-risk/

Altmann, D. M., & Boyton, R. J. (2021). SARS-Cov-2 immune waning and reinfection in care-home settings. The Lancet. Healthy Longevity, 2(12), e776–e777. https://doi.org/10.1016/S2666-7568(21)00276-2

Eric Topol. (2021, December 14). Graph of Pfizer 3rd shot (booster) vs Omicron symptomatic infection, restoring to 75% protection, significantly less compared to its effect vs Delta (95%) with 95% CI, @UKHSA data, vs unvaccinated https://ft.com/content/8a6a0ec8-fd07-49cd-a3f5-386a06269a5c by @hannahkuchler @donatopmancini @mroliverbarnes https://t.co/PHMDZGIgDj [Tweet]. @EricTopol. https://twitter.com/EricTopol/status/1470744717398720513

Iacobucci, G. (2021). Covid-19 and pregnancy: Vaccine hesitancy and how to overcome it. BMJ, 375, n2862. https://doi.org/10.1136/bmj.n2862

Mahase, E. (2021). Covid-19: Do vaccines work against omicron—and other questions answered. BMJ, 375, n3062. https://doi.org/10.1136/bmj.n3062

Wood, D., & Brumfiel, G. (2021, December 5). Pro-Trump counties now have far higher COVID death rates. Misinformation is to blame. NPR. https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate

Theo Sanderson. (2021, December 8). SGTF Regional data to Dec 6 from https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1039470/Omicron_SGTF_case_update.pdf (Last data point would be expected to be incomplete based on the dates and so to slightly understate growth. And also will already have moved substantially from the midpoint of that last week on 3rd Dec.) https://t.co/1L6tM0sXIZ [Tweet]. @theosanderson. https://twitter.com/theosanderson/status/1468648673668128775

THL recommends coronavirus vaccinations for at-risk children aged 5 to 11 years, for the entire age group require more information on safety—Press release—THL. (n.d.). Finnish Institute for Health and Welfare (THL), Finland. Retrieved December 6, 2021, from https://thl.fi/en/web/thlfi-en/-/thl-recommends-coronavirus-vaccinations-for-at-risk-children-aged-5-to-11-years-for-the-entire-age-group-require-more-information-on-safety?redirect=%2Fen%2Fweb%2Fthlfi-en%2Fwhats-new

Mahase, E. (2021). Covid-19: Vaccine uptake during pregnancy has increased but deprived areas lag behind, data show. BMJ, 375, n2932. https://doi.org/10.1136/bmj.n2932

COVID-19 Vaccine Breakthrough Weekly Update—Minnesota Dept. Of Health. (n.d.). Retrieved November 23, 2021, from https://www.health.state.mn.us/diseases/coronavirus/stats/vbt.html

Covid cases highest in younger children in England. (2021, November 18). BBC News. https://www.bbc.com/news/health-59336666

Smith, C., Odd, D., Harwood, R., Ward, J., Linney, M., Clark, M., Hargreaves, D., Ladhani, S. N., Draper, E., Davis, P. J., Kenny, S. E., Whittaker, E., Luyt, K., Viner, R., & Fraser, L. K. (2021). Deaths in children and young people in England after SARS-CoV-2 infection during the first pandemic year. Nature Medicine, 1–8. https://doi.org/10.1038/s41591-021-01578-1

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Schlosser, F., & Brockmann, D. (2021). Finding disease outbreak locations from human mobility data. EPJ Data Science, 10(1), 1–17. https://doi.org/10.1140/epjds/s13688-021-00306-6

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Covid booster shots important to stop infection, finds English study | Coronavirus | The Guardian. (n.d.). Retrieved October 14, 2021, from https://www.theguardian.com/world/2021/oct/14/covid-booster-shots-important-to-stop-infection-finds-english-study

Gurdasani, Deepti. ‘Vaccinating Adolescents in England: A Risk-Benefit Analysis’. OSF Preprints, 4 August 2021. https://doi.org/10.31219/osf.io/grzma.

Greg Jericho. (2021, August 29). The next fortnight could get pretty damn ugly. Here’s hoping the we are near the peak https://t.co/HW1JY4xy8c [Tweet]. @GrogsGamut. https://twitter.com/GrogsGamut/status/1431789682380066818

ReconfigBehSci. (2021, July 6). RT @mvankerkhove: I’m struggling with how best to stress how fragile the global situation is, so I’ll be blunt: Each week >2.6 million cas… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1412416348676820992

ReconfigBehSci. (2021, July 6). RT @mvankerkhove: I’m struggling with how best to stress how fragile the global situation is, so I’ll be blunt: Each week >2.6 million cas… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1412416348676820992

Study: Myocarditis risk 37 times higher for children with COVID-19 than uninfected peers | American Academy of Pediatrics. (n.d.). Retrieved October 10, 2021, from https://www.aappublications.org/news/2021/08/31/covid-myocarditis-risk-children-083121

Clift, A. K., von Ende, A., Tan, P. S., Sallis, H. M., Lindson, N., Coupland, C. A. C., Munafò, M. R., Aveyard, P., Hippisley-Cox, J., & Hopewell, J. C. (2021). Smoking and COVID-19 outcomes: An observational and Mendelian randomisation study using the UK Biobank cohort. Thorax, thoraxjnl-2021-217080. https://doi.org/10.1136/thoraxjnl-2021-217080

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Sam Wang on Twitter: “These are risk levels that you pose to other people. They’re compared with you as—A nonsmoker—A sober driver—A vaccinated person. Unvaccinated? 5x as likely to get sick, for 3x as long. Total risk to others? 15x a vaccinated person Details:https://t.co/ckTWaivK8n https://t.co/PhpLvX2dsm” / Twitter. (n.d.). Retrieved September 19, 2021, from https://twitter.com/SamWangPhD/status/1438361144759132167

Global study estimates 1.5 million children have lost a caregiver from COVID-19 | Imperial News | Imperial College London. (n.d.). Retrieved September 14, 2021, from https://www.imperial.ac.uk/news/226833/global-study-estimates-15-million-children/

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These Israeli COVID-19 graphs prove Pfizer vaccine works—Israel News—Haaretz.com. (n.d.). Retrieved August 17, 2021, from https://www.haaretz.com/israel-news/israel-covid-graphs-prove-vaccines-works-delta-pfizer-1.10101640

We shouldn’t be giving Covid boosters while millions wait for a first dose | Andrew Pollard and Seth Berkley | The Guardian. (n.d.). Retrieved August 17, 2021, from https://www.theguardian.com/commentisfree/2021/aug/13/covid-boosters-dose-vaccine

Trisha Greenhalgh on Twitter: “LONG THREAD on masks. Mute if not interested. Do masks work? Why do some people claim they don’t work? Do they cause harm? What kinds of masks should we wear? How does masking need to change now we know that Covid is airborne? When can we stop wearing them? Get your popcorn. 1/” / Twitter. (n.d.). Retrieved August 1, 2021, from https://twitter.com/trishgreenhalgh/status/1414294003479089154

Has England reached a peak in Covid infections? | Graham Medley | The Guardian. (n.d.). Retrieved July 28, 2021, from https://www.theguardian.com/commentisfree/2021/jul/26/when-england-peak-covid-infections-trajectory-pandemic?CMP=Share_iOSApp_Other

Analysis: Pfizer/BioNTech bid for booster doses premature, more data needed -experts | Reuters. (n.d.). Retrieved July 19, 2021, from https://www.reuters.com/world/pfizerbiontech-bid-booster-doses-premature-more-data-needed-experts-2021-07-12/

Padilla, L., Hosseinpour, H., Fygenson, R., Howell, J., Chunara, R., & Bertini, E. (2021). Effects of COVID-19 Uncertainty Visualizations on Novice Risk Estimates. PsyArXiv. https://doi.org/10.31234/osf.io/6axc7