Sauchin Chen
scchen.bsky.social
Sauchin Chen
@scchen.bsky.social
Cogpsy researcher of classifier languages. Walk on opensci philosophy.
@anthropic.com Claude code is my current AI company. Glad to know other recommended AI assist and workflows.
September 23, 2025 at 1:28 PM
Key Tip: Define your experimental design requirements clearly upfront, then use AI agents to systematically implement each component while maintaining strict verification at each step.

I am thinking a "vibe preregistration" framework at AI era.
September 23, 2025 at 1:28 PM
Two experimental results demonstrate that Bayesian models (computational level) sufficiently approximate their multimodal integration theory (algorithmic level)."
September 22, 2025 at 3:05 PM
My summary with AI assist: "The Intuitive Physics Engine represents a hypothetical mental simulation mechanism that illustrates how human cognition operates in predicting and inferring Plinko ball trajectories within the box.
September 22, 2025 at 3:05 PM
Join this event at July 19, 12:00 GMT+1.
June 17, 2024 at 1:48 PM
5. This brings at least two challenging issues for "Open Knowledge":(1) Formats of note files; (2) Possibility to exchange PKM index.
June 17, 2024 at 1:47 PM
4. When PKM owners open their knowledge, they are sharing their notes (some are PKM index) instead of knowledge.
June 17, 2024 at 1:46 PM
3. PKM index bridge the explicit notes and implicit knowledge.
June 17, 2024 at 1:46 PM
2. PKM owners dominate the functions of every components.
June 17, 2024 at 1:45 PM
1. A PKM of notes have four components: (concrete, explicit) alias, note body, PKM index, and (abstract, implicit) knowledge.
June 17, 2024 at 1:45 PM
(Call for participants) This study will be conducted on
Prolific. If you are a Chinese-native/English-second, welcome to register Prolific and join our study.
March 13, 2024 at 4:31 PM
Our preregistered plan has been reviewed by Chinese psychology journal - Chinese Journal of Psychology. Therefore the preprint is written by Traditional Chinese. But you can elaborate our plan in use of AI.
March 13, 2024 at 4:30 PM
We wonder reading Chinese words could simultaneously concatenate two features. Therefore we will test this hypothesis on English-native/Chinese-second versus Chinese-native/English-second participants.
March 13, 2024 at 4:30 PM
The original hypothesis and methods were from Bocanegra et al. (2022). This study revealed the feature conjunction for the words representing two features, but this process happened to subsequent reading.

www.sciencedirect.com/science/arti...
March 13, 2024 at 4:29 PM
My experience may not be sufficient to host a workshop 😅 Sharing PKM experience in an unconference or roundtable could be available.
February 6, 2024 at 8:01 AM
Great. Obsidian is my platform to manage the notes through Zotero to Rstudio/VScode.
February 6, 2024 at 12:15 AM
"Visual Thinking" hosted by Zolts Viczian is one approach many OS collaborators would like to know. OS movements are building "Collective Knowledge Management" (CKM). It's time to bridge CKM and PKM.

www.visual-thinking-workshop.com
February 4, 2024 at 2:40 AM
My rough slide for the talk. docs.google.com/presentation...
September 21, 2023 at 7:53 AM