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🔒 Paid proposals held safely in escrow — released only when the work's approved.
Followers
1
Account age
3 yrs
💰 Suggested sponsorship rate
$40 – $65 / sponsored post
Estimated from audience size & typical reach — every deal is negotiable and held in SocialDB escrow.
🎁 Free analysisfor Kno
📊 Post engagement
1
Avg engagement / post
1×
Engagement vs followers
Nov 2022
On Mastodon since
🔥 Top post: [ykt.136.為什麼孩子要上學?] 很多人有記憶開始，就已經在上學。好像理所當然–沒有特別的期望，也沒有特別的反感 (除了一 · 1 likes + reposts
📊 Activity & format
Posting cadence
0.34 / week
A lower-frequency account — each post lands with more weight.
Content mix
Mostly text
Recent: 12 text · 0 image · 0 video.
Follower / following
0.1×
Follows 13 back. A more reciprocal / networked account.
Recent posts
View on Mastodon ↗
[ykt.156.學習焦慮與使你危險地聰明的(AI輔助)閱讀系統.kbc.038 ]
身在AI/網路時代，資訊多又複雜，讓人不焦慮也難？這麼多的內容、書籍、文件，只要AI summary 就可解決？這可能是 AI 版的知識假象。要真的知道，或變得危險地聰明，你可能需要ACTOR，一個聰…
[ykt.143.向前走--在不確定與一知半解之中]
知道又不太知道，龐雜的訊息，還沒有發生的未來，持續的改變與更動—這就是我們現在的世界。在這樣的所在，我們如何自處，判讀訊息，做出好的判斷，乃至持續向前走出一條還不錯的路？這是我們現在就面對，而且大致…
有考試 有陰雨 有壓力 有有的沒有的
都先放一邊，聽聽來自後山純淨的
台國語夾雜笑話吧
有阿公 有獅子 有好野人
有台積電 有美國總統
冷冷冷 夏天再熱都不怕
(不是轉載，是我和Yes的全球首播歡笑大放送噢)
https://chtsao.gitlab.io/pmod/posts/ykt.142.jo…
[ykt.137.千卷書一卷評。彙總。推薦系統。Buffet/kbc.035]
現在的文字資料量大，而個別內容也常有相當篇幅。因此有各種的 Summary/彙總 出現，如部落格，Youtube 以及許多平台網站，乃至現在的 AI 都廣泛地提供這些服務。就讀者或使用者而言，心中想的可能是…
查理。蒙格建議 獲得普世智慧的開始，就是掌握各學科主要理論模型–在腦中形成由各種思維模型構成的一個框架，再將實際經驗與閱讀而來的間接經驗，懸掛在這強大的框架上，跳脫思維界線，融會貫通。史坦現象 (Stein phenomenon) 是統計決策理論中一個重要的理…
Congrats Alex!
I didn't dare to watch his climb
Make me somewhat stomachache just watching the replay
The basics + the long prep and day-to-day training beats the monster Taipei 101
A true hero not by what he has done but what he has been …
[ykt.125.霹靂力矩＋稜角]
Privilege and Edge
* 你有霹靂力矩嗎？你有edge 嗎?
* 公平之可能與設計–全同與平衡
* 經濟自主權、話語權
* 力矩也可能是包袱，沒有力矩也可能是一種力矩
歡迎收聽 分享指教！
https://chtsao.gitlab.io/pmod/posts/ykt.125.priv…
[ykt.124.搖滾序曲--聽什麼，如何聽？/kbc.034; km01 ]
歡迎聆聽 分享指教！
摘要
* 聽音樂：音樂不是只有人聲歌唱—嘗試聽些不同的，有時留些時間用心聽
* 搖滾：先聽再說–推薦歌單-重金屬緩緩，先來些抒情搖滾吧
* 拆解與重組：分樂器聽，分段落聽；分成份…
ykt.123. 2026 Wishes
* 新年新希望
* 風調雨順、國泰民安；康健、平安、快樂
* 增進世界的平安快樂，從增進自己的平安快樂起始
https://chtsao.gitlab.io/pmod/posts/ykt.123.2026jan/
[ykt.122. 2025 --> 2026] 歡迎收聽 分享指教
摘要
* 回顧 摘要 展望 2025 –> 2026
* AI 化：不只是外在，對我們本身思考方式，思維能力的影響
* 植牙 眼鏡 果醬 與 A麥開講身世 – Ikigai – Clarify and Simplify
#回顧 #AI #果醬 #簡化 #Ikigai
https://ch…
[ykt.121. 不只是練習，要有系統地練習]
摘要
* 不經思索的一萬個小時練習/苦練不會讓人進步/專精
* 專心、用心、有方向與目標的系統練習才有意義
* 學生 老師 眼鏡 炸雞腿 路邊停車
[歡迎收聽 分享指教！](https://open.spotify.com/episode/3hFyLMFfoZ2IVk…
🐘 Community & instance
Home server
mathstodon.xyz
Their home server on the fediverse — the instance a creator picks signals the community they belong to.
On Mastodon since
Nov 2022
Joined in the Twitter-exodus wave of late 2022 — part of the migration that made Mastodon a real destination.
💡 Facts
🗓️Joined Mastodon in 2022 — 3 years ago.
👁️Averages 1 views per post.
📤Posts about 0.3× per week.
🕵️ Fake follower check
Estimated76/100
Good
Credibility score
97%
Real
Real audience
Low
Fake-follower risk
Medium
Data confidence
- Est. 97% real, active audience · Low fake-follower risk.
- Strong engagement (~1× of followers engage each post) — an active, real audience.
- Established account (3+ years old).
Heuristic estimate from engagement, follower ratios, account age & growth — a screening signal, not a guarantee.
About
Data player, music lover, board gamer, guitarist, k9ner.
🔀 Audience overlap
EstimatedEstimated shared audience with similar creators — useful for avoiding overlap (or doubling down) when planning a campaign.
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