iiinova — where your digital self keeps evolving

Sauchin Chen @scchen.bsky.social · 23/09/2025

@anthropic.com Claude code is my current AI company. Glad to know other recommended AI assist and workflows.

Sauchin Chen @scchen.bsky.social · 23/09/2025

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.

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Sauchin Chen @scchen.bsky.social · 23/09/2025

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.

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Sauchin Chen @scchen.bsky.social · 22/09/2025

Two experimental results demonstrate that Bayesian models (computational level) sufficiently approximate their multimodal integration theory (algorithmic level)."

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Sauchin Chen @scchen.bsky.social · 22/09/2025

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.

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Sauchin Chen @scchen.bsky.social · 08/08/2024

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

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Sauchin Chen @scchen.bsky.social · 17/06/2024

Join this event at July 19, 12:00 GMT+1.

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Sauchin Chen @scchen.bsky.social · 17/06/2024

5. This brings at least two challenging issues for "Open Knowledge":(1) Formats of note files; (2) Possibility to exchange PKM index.

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Sauchin Chen @scchen.bsky.social · 17/06/2024

4. When PKM owners open their knowledge, they are sharing their notes (some are PKM index) instead of knowledge.

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Sauchin Chen @scchen.bsky.social · 17/06/2024

3. PKM index bridge the explicit notes and implicit knowledge.

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Sauchin Chen @scchen.bsky.social · 17/06/2024

2. PKM owners dominate the functions of every components.

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Sauchin Chen @scchen.bsky.social · 17/06/2024

1. A PKM of notes have four components: (concrete, explicit) alias, note body, PKM index, and (abstract, implicit) knowledge.

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Sauchin Chen @scchen.bsky.social · 17/06/2024

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.

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Sauchin Chen @scchen.bsky.social · 13/03/2024

(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.

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Sauchin Chen @scchen.bsky.social · 13/03/2024

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.

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Sauchin Chen @scchen.bsky.social · 13/03/2024

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.

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Sauchin Chen @scchen.bsky.social · 13/03/2024

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...

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Sauchin Chen @scchen.bsky.social · 13/03/2024

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...

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Sauchin Chen @scchen.bsky.social · 06/02/2024

My experience may not be sufficient to host a workshop 😅 Sharing PKM experience in an unconference or roundtable could be available.

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Sauchin Chen @scchen.bsky.social · 06/02/2024

Great. Obsidian is my platform to manage the notes through Zotero to Rstudio/VScode.

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Sauchin Chen @scchen.bsky.social · 04/02/2024

"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

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Sauchin Chen @scchen.bsky.social · 04/02/2024

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

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Sauchin Chen @scchen.bsky.social · 21/09/2023

My rough slide for the talk. docs.google.com/presentation...

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Sauchin Chen @scchen.bsky.social · 21/09/2023

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.

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Sauchin Chen @scchen.bsky.social · 20/09/2023

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

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Sauchin Chen @scchen.bsky.social · 04/09/2023

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...

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Sauchin Chen @scchen.bsky.social · 02/09/2023

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...

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Sauchin Chen @scchen.bsky.social · 01/09/2023

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

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Sauchin Chen @scchen.bsky.social · 31/08/2023

synchronized self description across X(twitter) and bluesky.

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