I'm learning how to use "vibe coding" kit to improve research skills. Somethings I have learned could increase reproducibility of a research project. Here is some recommendations from AI-human collaboration.

Quick idea after read "everything is predictable" by @tomchivers.bsky.social : Human minds in nature are Bayesian prediction machines, thus "everything is predictable."

If you will join @improvingpsych.bsky.social online meeting, you may like to discuss a collaborative approach to personal knowledge management. Here are some initial clips why I want to launch this event.

Our latest preregistered plan will test generality of visualization processing across English and Chinese. We test if two perceptual features sequentially concatenate during word reading across English and Chinese.

osf.io/preprints/ps...

Things have gotten so bad in Spain gaming publication records that the university accreditation body has woken up, its director saying "“The whole system is crazy and it’s costing millions of euros. That’s why this is an excellent moment to change it,” she affirms.
english.elpais.com/science-tech...

Will @improvingpsych.bsky.social annual attendee launch/expect an event about "personal knowledge management", Zettelkasten, and other else? I'm developing my own PKM system for months and feel its potential to promote OS. Here are some academic examples:

shorturl.at/bgktM

shorturl.at/crzD8

Hours ago I shared my latest note about #metasci with some young researchers in our highest research institute. One interested post-talk feedback: the best metascience application may be to build a science court for the pre- to post-published papers for huge public interests.

#openmyzettelkasten
Note-Making: Take notes from others' mouth.
Note-Taking: Take notes from my own mind.

Great comment on 2023 psychological fraud. I learned the alternative version of "situations matter" is "cultures mater".

www.experimental-history.com/p/im-so-sorr...

I finished read “The power of language" by Viorica Marian. Two take home notes before I further elaborate: "Foreign language effects" on personal cognition; Learned one more language acquire one more coding system.

www.amazon.com/Power-Langua...

Reading a couple of metasciece papers. It's a mirror to reflect my academic identity. Half theory and half methodology is my latest comprehension.

synchronized self description across X(twitter) and bluesky.