大多数人认为AI领域仍然处于早期阶段，模型成本高且实用性有限，但作者认为模型已经'准备就绪'，推理成本正在优化，这一观点暗示AI应用可能比大多数人预期的更快进入实用阶段，挑战了行业对AI成熟度的普遍认知。

[[Stefaan Verhulst p]] about AI readiness for data

大多数人认为AI代理技术仍处于早期阶段，难以在消费级设备上有效运行，但作者暗示Nvidia已经解决了这一技术难题。这一乐观观点挑战了当前AI代理技术仍不成熟的行业共识，暗示市场可能即将迎来AI代理的大规模普及。

TRSP Desirable Characteristics

The life cycle status of the repository: is it still being developed or in production and accepting data submissions? The latter does not exclude that some (re)development, enhancement or maintenance may be ongoing, as happens in any mature system.

The broad idea of "reading readiness" stemmed from Jean Piaget's work, much of which was debunked by Peter Bryant during the 1970s. Yet we're still apparently discussing it and attempting to figure out how to do all this better: https://www.nytimes.com/2022/05/22/us/reading-teaching-curriculum-phonics.html

They didn't tackle the lowest level very thoroughly, but I was a bit surprised that with their discussion of speed reading they didn't give at least a passing mention to phonics which had a big rise in the 1960s before declining in the 70s and 80s only to see another big uptick in the 90s.

Just as predictive means may be used on the level of letters, words, and even whole sentences within information theory at the level of specific languages, does early orality sophistication in children help them to become predictive readers at earlier ages?

How could one go about testing this, particularly in a broad, neurodiverse group?

Students who are assigned a group project without an adequate level of readiness and/or guidance may be set up for failure. An interesting factor discussed by Sanders (2008) is that students are often ill-equipped through their previous educational experiences to collaborate (in general) or peer-review and often see colleagues as rivals.

Rees, F., Geiger, M., Lilleholt, L., Zettler, I., Betsch, C., Böhm, R., & Wilhelm, O. (2021). Measuring parents’ readiness to vaccinate themselves and their children against COVID-19. PsyArXiv. https://doi.org/10.31234/osf.io/wrgce

both teachers and students were ready with digital skills and tools

Interim recommendations for use of the AZD1222 (ChAdOx1-S (recombinant)) vaccine against COVID-19 developed by Oxford University and AstraZeneca. (n.d.). Retrieved 16 February 2021, from https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-vaccines-SAGE_recommendation-AZD1222-2021.1

IJzerman, H., Lewis, N. A., Przybylski, A. K., Weinstein, N., DeBruine, L., Ritchie, S. J., Vazire, S., Forscher, P. S., Morey, R. D., Ivory, J. D., & Anvari, F. (2020). Use caution when applying behavioural science to policy. Nature Human Behaviour, 1–3. https://doi.org/10.1038/s41562-020-00990-w

This seems to be the same overall Readiness test available in all Chapters. Consider segmenting the Readiness test into portions that align with the particular chapter that the learner is in.

The World’s Supply Chain Isn’t Ready for a Covid-19 Vaccine. (2020, July 25). Bloomberg.Com. https://www.bloomberg.com/news/articles/2020-07-25/the-supply-chain-to-save-the-world-is-unprepared-for-a-vaccine

Ivanova, M., Ivanov, I. K., & Ivanov, S. H. (2020). Travel behaviour after the pandemic: The case of Bulgaria [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/36rkb

Shama, S., & Ikbal, J. (2020). EDUCATION DURING A PANDEMIC: A feasibility study of online classes in Bangladesh to counteract potential study gaps caused by COVID-19 related lockdowns [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/p6mws

Lawton, G. (2020, June 17). We knew how to prevent a pandemic like covid-19, so what went wrong? New Scientist. https://www.newscientist.com/article/mg24632871-400-we-knew-how-to-prevent-a-pandemic-like-covid-19-so-what-went-wrong/

Hahn, U. (2020, April 27). ”Psychological Science is not yet crisis-ready”. Reddit. https://www.reddit.com/r/BehSciMeta/comments/g8wrgg/psychological_science_is_not_yet_crisisready/fr5g1vl

IJzerman, H., Lewis, N. A., Jr., Weinstein, N., DeBruine, L. M., Ritchie, S. J., Vazire, S., … Przybylski, A. K. (2020, April 27). Psychological Science is Not Yet a Crisis-Ready Discipline. https://doi.org/10.31234/osf.io/whds4

Edward Thorndike's three laws of learning. The page does not explain this, but his theories came out in about 1900. His three laws of learning appear to be relevant to our course work. This simple page features black text on a white page. It is brief and it simply describes the three laws of learning. rating 5/5

Student online readiness

Welcome to Ready to Learn! Readiness tool.

This report indicates we can connect with our digital learners to talk about trust and evaluation in the digital information sphere.