This statement expresses a critical view of the technology, suggesting that public trust is a significant barrier, and it references past issues with third-party verification services, which could be a point of concern for readers.

这一巨大的认知鸿沟揭示了AI领域中的严重沟通危机。专家和公众对AI影响的看法存在显著分歧，可能导致政策制定过程中的脱节和社会对AI技术的抵制，需要更好的公众参与和透明度。

「AI 通过公开执行任务获得信任」——这个发现颠覆了传统的工具推广逻辑。通常新工具靠演示或培训推广，但 Montaigne 的案例说明：AI Agent 的最佳「推销方式」是让它当众做到事情。这与人类职场的信任建立机制高度相似——新员工也是通过公开完成任务获得同事信任的。AI 正在复现人类职场的社会动力学，这令人不安又令人着迷。

https://thisismattmiller.github.io/hathi-pd-2023/

Huang, P. (2021, April 1). How The CDC Is Battling The Pandemic And Working To Regain Public Trust: Shots—Health News: NPR. https://www.npr.org/sections/health-shots/2021/04/01/982761755/inside-the-cdcs-battle-to-defeat-the-virus?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Fidalgo, P. (2022, February 22). How the Hell Did It Get This Bad? Timothy Caulfield Battles the Infodemic, March 3 | Center for Inquiry. https://centerforinquiry.org/news/how-the-hell-did-it-get-this-bad-timothy-caulfield-battles-the-infodemic-march-3/

‘Capitalizing on skepticism’: How the coronavirus has exposed us once again. (2022, February 16). The Seattle Times. https://www.seattletimes.com/seattle-news/capitalizing-on-skepticism-how-the-coronavirus-has-exposed-us-once-again/

The online information environment | Royal Society. (n.d.). Retrieved January 21, 2022, from https://royalsociety.org/topics-policy/projects/online-information-environment/

News ·, P. P. · C. (2021, December 13). How neighbours and communities are divided over COVID-19 in this rural Alberta county | CBC News. CBC. https://www.cbc.ca/news/canada/edmonton/northwest-alberta-has-lowest-vaccination-rate-in-province-1.6280652

Pickles, K., Copp, T., Dodd, R. H., Cvejic, E., Seale, H., Steffens, M. S., Meyerowitz-Katz, G., Bonner, C., & McCaffery, K. (2021). COVID-19 vaccine intentions in Australia. The Lancet Infectious Diseases, 21(12), 1627–1628. https://doi.org/10.1016/S1473-3099(21)00686-1

Dr. Vivek Murthy, U.S. Surgeon General on Twitter. (n.d.). Twitter. Retrieved November 11, 2021, from https://twitter.com/Surgeon_General/status/1458050515267465221

Jamieson, K. H. (2021). How conspiracists exploited COVID-19 science. Nature Human Behaviour, 1–2. https://doi.org/10.1038/s41562-021-01217-2

Nature Portfolio on Twitter. (n.d.). Twitter. Retrieved 3 November 2021, from https://twitter.com/NaturePortfolio/status/1455668301284130820

Frost, M. (n.d.). Busting COVID-19 vaccination myths. Retrieved November 2, 2021, from https://acpinternist.org/archives/2021/11/busting-covid-19-vaccination-myths.htm

Thaker, J., & Richardson, L. (2021). COVID-19 Vaccine Segments in Australia: An Audience Segmentation Analysis to Improve Vaccine Uptake [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/y85nm

Covid-19: ‘Vaccine misinformation a dilemma for young people’. (2021, September 19). BBC News. https://www.bbc.com/news/uk-northern-ireland-58616080

Larson, H. J., Hartigan-Go, K., & de Figueiredo, A. (2018). Vaccine confidence plummets in the Philippines following dengue vaccine scare: Why it matters to pandemic preparedness. Human Vaccines & Immunotherapeutics, 15(3), 625–627. https://doi.org/10.1080/21645515.2018.1522468

Gretton, J. D., Meyers, E. A., Walker, A. C., Fugelsang, J. A., & Koehler, D. (2021). A Brief Forewarning Intervention Overcomes Negative Effects of Salient Changes in COVID-19 Guidance. PsyArXiv. https://doi.org/10.31234/osf.io/gbqw3

Razai, M. S., Osama, T., McKechnie, D. G. J., & Majeed, A. (2021). Covid-19 vaccine hesitancy among ethnic minority groups. BMJ, n513. https://doi.org/10.1136/bmj.n513

Deviri, D. (2021). From the ivory tower to the public square: Strategies to restore public trust in science. MetaArXiv. https://doi.org/10.31222/osf.io/w3frb

Siegrist, M., & Bearth, A. (2021). Worldviews, trust, and risk perceptions shape public acceptance of COVID-19 public health measures. Proceedings of the National Academy of Sciences, 118(24), e2100411118. https://doi.org/10.1073/pnas.2100411118

García-Fiñana, M., & Buchan, I. E. (2021). Rapid antigen testing in COVID-19 responses. Science, 372(6542), 571–572. https://doi.org/10.1126/science.abi6680

The UK’s coronavirus policy still places too much responsibility—And blame—On the public—The BMJ. (n.d.). Retrieved May 27, 2021, from https://blogs.bmj.com/bmj/2021/05/26/the-uks-coronavirus-policy-still-places-too-much-responsibility-and-blame-in-the-hands-of-the-public/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage

No 10 ‘tried to block’ data on spread of new Covid variant in English schools | Coronavirus | The Guardian. (n.d.). Retrieved May 24, 2021, from https://www.theguardian.com/world/2021/may/22/no-10-tried-to-block-data-on-spread-of-new-covid-variant-in-english-schools

Sanders, J. G., Tosi, A., Obradovic, S., Miligi, I., & Delaney, L. (2021). Lessons from lockdown: Media discourse on the role of behavioural science in the UK COVID-19 response. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.647348

Cooper, L. Z., Larson, H. J., & Katz, S. L. (2008). Protecting Public Trust in Immunization. Pediatrics, 122(1), 149–153. https://doi.org/10.1542/peds.2008-0987

It’s too soon to declare vaccine victory—Four strategies for continued progress | TheHill. (n.d.). Retrieved May 12, 2021, from https://thehill.com/opinion/healthcare/552219-its-too-soon-to-declare-covid-vaccine-victory-four-strategies-for

‘I’m ridiculously positive about the media’s coverage of COVID-19.’ (n.d.). RSB. Retrieved February 13, 2021, from https://www.rsb.org.uk//biologist-covid-19/189-biologist/biologist-covid-19/2568-fiona-fox-interview

Ebrahimi, O. V., Johnson, M. S., Ebling, S., Amundsen, O. M., Halsøy, Ø., Hoffart, A., … Johnson, S. U. (2021, April 25). Risk, Trust, and Flawed Assumptions: Vaccine Hesitancy During the COVID-19 Pandemic. https://doi.org/10.31234/osf.io/57pwf

Larson, H. J., Cooper, L. Z., Eskola, J., Katz, S. L., & Ratzan, S. (2011). Addressing the vaccine confidence gap. The Lancet, 378(9790), 526–535. https://doi.org/10.1016/S0140-6736(11)60678-8

Vinck, P., Pham, P. N., Bindu, K. K., Bedford, J., & Nilles, E. J. (2019). Institutional trust and misinformation in the response to the 2018–19 Ebola outbreak in North Kivu, DR Congo: A population-based survey. The Lancet Infectious Diseases, 19(5), 529–536. https://doi.org/10.1016/S1473-3099(19)30063-5

Goossens, K. (2021). Covid-19: Global attitudes towards a COVID-19 vaccine. Imperial College London.

ReconfigBehSci. (2020, November 9). Session 2: The policy interface followed with a really helpful presentation by Lindsey Pike, from Bristol, and then panel discussion with Mirjam Jenny (Robert Koch Insitute), Paulina Lang (UK Cabinet Office), Rachel McCloy (Reading Uni.), and Rene van Bavel (European Commission) [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1325795286065815552

Chwalisz, C. (2021). The pandemic has pushed citizen panels online. Nature, 589(7841), 171–171. https://doi.org/10.1038/d41586-021-00046-7

Horton, Richard. ‘Offline: Science and Politics in the Era of COVID-19’. The Lancet 396, no. 10259 (24 October 2020): 1319. https://doi.org/10.1016/S0140-6736(20)32221-2.

Cruwys, T., Stevens, M., Donaldson, J. L., Cardenas, D., Platow, M. J., Reynolds, K. J., & Fong, P. (2021). Perceived COVID-19 risk is attenuated by ingroup trust: Evidence from three empirical studies. PsyArXiv. https://doi.org/10.31234/osf.io/94sd3

Eichengreen, B., Aksoy, C. G., & Saka, O. (2021). Revenge of the experts: Will COVID-19 renew or diminish public trust in science? Journal of Public Economics, 193, 104343. https://doi.org/10.1016/j.jpubeco.2020.104343

ReconfigBehSci. (2021, February 10). Do epidemics lower trust in scientists? Https://t.co/tHrrp2k4lb [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1359426197923495937

Pak, A., McBryde, E., & Adegboye, O. A. (2021, January 26).

Does High Public Trust Amplify Compliance with Stringent COVID-19 Government Health Guidelines? A Multi-country Analysis Using Data from 102,627 Individuals

Reinders Folmer, C., Brownlee, M., Fine, A., Kuiper, M. E., Olthuis, E., Kooistra, E. B., … van Rooij, B. (2020, October 7). Social Distancing in America: Understanding Long-term Adherence to Covid-19 Mitigation Recommendations. https://doi.org/10.31234/osf.io/457em

Toff, B. J., Badrinathan, S., Mont’Alverne, C., Arguedas, A. R., Fletcher, R., & Nielsen, R. K. (2020). What we think we know and what we want to know: Perspectives on trust in news in a changing world. Reuters Institute for the Study of Journalism. https://experts.umn.edu/en/publications/what-we-think-we-know-and-what-we-want-to-know-perspectives-on-tr

Ward. J., Alleaume. C., Peretti-Watel P (2020) The French public’s attitudes to a future COVID-19 vaccine: the politicization of a public health issue. SocArXiv Papers. Retrieved from https://osf.io/preprints/socarxiv/xphe9/

Aksoy. C. G., Eichengreen. B., Saka. O., (2020). The Political Scar of Epidemics. Institute of labor economics. Retrieved from: https://covid-19.iza.org/publications/dp13351/

Abraar Karan: Politics and public health in America—taking a stand for what is right. (2020, October 9). The BMJ. https://blogs.bmj.com/bmj/2020/10/09/abraar-karan-politics-and-public-health-in-america-taking-a-stand-for-what-is-right/

COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved October 11, 2020, from https://covid-19.iza.org/publications/dp13622/

editor, P. B. S. policy. (2020, October 9). ‘Hyperbolic messaging’ eroding public trust in UK’s Covid response. The Guardian. https://www.theguardian.com/world/2020/oct/09/hyperbolic-messaging-eroding-public-trust-uk-covid-response

Queen stresses need for trusted news sources during Covid crisis. (2020, October 4). The Guardian. http://www.theguardian.com/media/2020/oct/05/queen-elizabeth-stresses-need-for-trusted-news-sources-during-covid-crisis

IZA – Institute of Labor Economics. ‘COVID-19 and the Labor Market’. Accessed 6 October 2020. https://covid-19.iza.org/publications/dp13649/.

Carter, J. (2020, September 29). The American Public Still Trusts Scientists, Says a New Pew Survey. Scientific American. https://www.scientificamerican.com/article/the-american-public-still-trusts-scientists-says-a-new-pew-survey/

Pickup, M., Stecula, D., & van der Linden, C. (2020). Novel coronavirus, old partisanship: COVID-19 attitudes and behaviors in the United States and Canada [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/5gy3d

Vlasceanu, M., & Coman, A. (2020). Information Sources Differentially Trigger Coronavirus-Related Belief Change [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/5xkst

Stay-​At-Home Orders, Social Distancing and Trust. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 5, 2020, from https://covid-19.iza.org/publications/dp13234/

Flat Earth “Science”—Wrong, but not Stupid. (2020, August 22). https://www.youtube.com/watch?v=f8DQSM-b2cc

Jørgensen, F. J., Bor, A., Lindholt, M. F., & Petersen, M. B. (2020). Lockdown Evaluations During the First Wave of the COVID-19 Pandemic [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/4ske2

Lewis, D. (2020). ‘We felt we had beaten it’: New Zealand’s race to eliminate the coronavirus again. Nature. https://doi.org/10.1038/d41586-020-02402-5

Br, F., & mayr. (n.d.). Trusting the experts takes more than belief – Humanities & Social Change. Retrieved 8 August 2020, from https://hscif.org/trusting-the-experts-takes-more-than-belief/

Oxford COVID-19 study: Face masks and coverings work – act now | University of Oxford. (n.d.). Retrieved 27 July 2020, from https://www.ox.ac.uk/news/2020-07-08-oxford-covid-19-study-face-masks-and-coverings-work-act-now

Frega, R. (2020). Out of the lockdown: Democratic trust in the management of epidemic crises [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/xcm7y

Nivette, A., Ribeaud, D., Murray, A. L., Steinhoff, A., Bechtiger, L., Hepp, U., Shanahan, L., & Eisner, M. (2020). Non-compliance with COVID-19-related public health measures among young adults: Insights from a longitudinal cohort study [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/8edbj

Horton, Richard. ‘Offline: Restoring Trust in WHO’. The Lancet 396, no. 10244 (11 July 2020): 84. https://doi.org/10.1016/S0140-6736(20)31524-5.

‘A Better Conversation about Covid-19 Risk with the Public – Sense about Science’. Accessed 16 July 2020. https://senseaboutscience.org/a-better-conversation/.

Aksoy, C. G., Eichengreen, B., & Saka, O. (2020). The Political Scar of Epidemics [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/p25nh

Aksoy, C. G., Eichengreen, B., & Saka, O. (2020). Revenge of the Experts: Will COVID-19 Renew or Diminish Public Trust in Science? [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/5ym9n

Herzberg-Druker, E., Tali, K., & Yaish, M. (2020). Work and Families in Times of Crisis: The Case of Israel in the Coronavirus Outbreak [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/fxs64

Wong, C. M. L., & Jensen, O. (2020). The paradox of trust: Perceived risk and public compliance during the COVID-19 pandemic in Singapore. Journal of Risk Research, 0(0), 1–10. https://doi.org/10.1080/13669877.2020.1756386

Jankovic, Ana, and Sabina Cehajic-Clancy. ‘Social and Behavioural Responses during the COVID-19 Pandemic in Bosnia and Herzegovina’. Preprint. PsyArXiv, 10 June 2020. https://doi.org/10.31234/osf.io/s83ru.

Peer, E., & Feldman, Y. (2020). Honesty Pledges for the Behaviorally-based Regulation of Dishonesty [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/pr78t

Duffy, B. (2020, May 26). Coronavirus:growing divisions over the UK government's response. https://www.kcl.ac.uk/policy-institute/assets/coronavirus-growing-divisions-over-uk-government-response.pdf

Battiston, P., Kashyap, R., & Rotondi, V. (2020, May 11). Trust in science and experts during the COVID-19 outbreak in Italy. https://doi.org/10.31235/osf.io/5tch8

Rusbridger, Alan. ‘Sage Coronavirus Expert: We’ve Had an Epidemic That to Some Degree Could Have Been Avoided’. Accessed 29 May 2020. https://www.prospectmagazine.co.uk/science-and-technology/alan-rusbridger-sage-jeremy-farrar-covid-19-coronavirus-dominic-cummings-herd-immunity.

Lewis, P., & Conn, D. (2020, May 8). UK scientists condemn “Stalinist” attempt to censor Covid-19 advice. The Guardian. https://www.theguardian.com/world/2020/may/08/revealed-uk-scientists-fury-over-attempt-to-censor-covid-19-advice

Kotcher, J. E., Myers, T. A., Vraga, E. K., Stenhouse, N., & Maibach, E. W. (2017). Does Engagement in Advocacy Hurt the Credibility of Scientists? Results from a Randomized National Survey Experiment. Environmental Communication, 11(3), 415–429. https://doi.org/10.1080/17524032.2016.1275736