🐈qeel🍉 · Nov 2, 2026 · 12:01 PM UTC

🐈qeel🍉

261Media

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🐈qeel🍉

@catqeel2h

Kami punya autonomous AI trading bot vs S&P 500. Cuba teka, siapa yang menang?

ALT Kami punya autonomous AI trading bot vs S&P 500. Jadual result September dan Oktober disorok. Cuba teka, siapa yang menang?

ALT Bot kami menang dua-dua bulan. Carta harian: September bot kami +3.83%, S&P 500 +0.08%. Oktober bot kami -0.77%, S&P 500 -1.13%.

Ada masa AI akan mengarut. Sebab tu sistem kami check dulu sebelum order masuk. Satu trade lepas semua check dan masuk; satu lagi cash tak cukup dan order berhenti.

ALT Ada masa AI akan mengarut. Sebab tu sistem kami check dulu sebelum order masuk. Satu trade lepas semua check dan masuk; satu lagi cash tak cukup dan order berhenti.

Belajar dan tiru apa yang kami dah buat. Kos run sistem dulu US$50 sehari, sekarang US$40 sebulan. Dapatkan Autonomous AI Trade Lite sekarang, hanya RM49.

ALT Belajar dan tiru apa yang kami dah buat. Kos run sistem dulu US$50 sehari, sekarang US$40 sebulan. Dapatkan Autonomous AI Trade Lite sekarang, hanya RM49.

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Farhan Helmy · Nov 2, 2026 · 12:03 PM UTC

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Farhan Helmy

@farhanhelmycode2h

paste a repo, get it running 📦 "spin up vm for me and setup this inside github.com/nodedb-lab/nodedb" → new VM, repo cloned, NodeDB v0.5.0 installed (3 min)

BoxCompute prompt card #33. Prompt: "spin up vm for me and setup this inside https://github.com/nodedb-lab/nodedb". Agent result: new VM, repo cloned, NodeDB v0.5.0 installed. Time: 3 min.

ALT BoxCompute prompt card #33. Prompt: "spin up vm for me and setup this inside https://github.com/nodedb-lab/nodedb". Agent result: new VM, repo cloned, NodeDB v0.5.0 installed. Time: 3 min.

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Rubyddddddd_ · Nov 2, 2026 · 9:30 AM UTC

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Rubyddddddd_

@Rubyddddddd5h

在🇲🇾生活的第十一年，看到这篇推文还是颇有感触。人家都是北漂沪漂的，经常跟家里人调侃我是马漂。包容性多元文化应该是这个国家最好的代言词。即使在KL，我也十分怀念槟城的海边落日，乔治市夜市吃不腻的碳火炒果条，赶不完的due做不完的pre也不影响在last min去queensbay的winter warmers安排自己吃点好吃的，爬完升旗山的活人微死也要做的下山🚞。也经常想念在encore melaka实习的那段日子，面朝大海，天天花开，每周必吃的nyonya laksa，看不完的舞台剧。在没有互联网，ai的年代，第一代下南洋的祖先们带来的中国习俗和有意义的传统文化，且保留至今，时常感慨他们的勇气与智慧。不否认一些冲突的存在，到这也确实是多元文化国家的特点之一。人们常说喜欢一座城可能是喜欢城里的某个人，我想我会时常想念这座城，不是因为城里某个人，而是具象化实实在在生活的小确幸和被城里温暖的带有善意的每个人。变成了我和这座城的独家记忆。

leah in serbia

@leahchen1992Nov 1

看看马来西亚的多民族融合就知道了。即使我离开马来西亚，善良的马来西亚华人还会跟我说，有机会再回来逛逛、吃吃、玩玩。再看看某些马来人引用我的帖子，骂得有多难听，多有优越感。笑死，我本来不想挑起什么民族大战，结果有些人自己先急了。但是你看看这些人，天天抱怨工资低、物价高，生活成本越来越高。有时间追着一个已经离开的外国人骂，怎么没时间想想怎么努力赚钱？就你们那点可怜的工资，消费得起你们那么高的物价吗？不知道想办法改善自己的收入，就知道找政府要福利，抱怨物价高。连个汽油价格都舍不得统一标准，还得分外国人价格和本地人价格。一边享受着多民族社会带来的经济发展，一边又对其他族群充满敌意。我就奇怪了，既然这么有优越感，怎么日子还过得这么憋屈呢？看来马来西亚本地不同民族之间的矛盾，比我想象的严重得多。本来我只是想分享一下自己为什么离开马来西亚，没想到评论区还有人主动帮我补充理由。谢谢，素材又有了。

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Iona Italia, PhD 🏴󠁧󠁢󠁳󠁣󠁴󠁿 · Nov 1, 2026 · 10:49 AM UTC

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Iona Italia, PhD 🏴󠁧󠁢󠁳󠁣󠁴󠁿

@IonaItaliaNov 1

Pre-Ozempic, there were many theories: fat people weren't really hungry--it was our obesogenic environmemt, ultra-processed food, sedentariness, emotional problems. Post-Ozempic, we know: most were just really hungry. Reduce their hunger & they lose weight.

Spencer Greenberg 🔍

@SpencrGreenbergOct 31

Diet studies often find that ~80% of weight comes back within 5 years. If calorie math is so simple (calories in minus calories out), why do diets so rarely succeed long-term? Dr. Katharine Saunders explains in our latest Clearer Thinking podcast episode: podcast.clearerthinking.org/…

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Farish · Nov 1, 2026 · 11:11 AM UTC

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Farish

@farish_15Nov 1

Soft launching noteboard.ai 🎉 It's a brainstorming workspace with an infinite canvas, where you can organize your thoughts and explore ideas. Built for individual and for team's brainstorming session. Very excited with this project :D Also quite a domain huh

AI Brainstorming & Visual Mind Mapping — Noteboard.ai

Turn scattered thoughts into connected ideas. Brainstorm with AI, create editable mind maps, and build visual moodboards with images and colors.

noteboard.ai

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Incentivising · Nov 1, 2026 · 6:53 AM UTC

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Incentivising

@incentivisingNov 1

Game theory advice: Never ask yourself why a person behaves the way they do. That's a broad question, and you'll find nothing. Instead, find a clear structural reason: an incentive. Ask: "What outcome is being rewarded?" Is it the pursuit of social status, a monetary gain, or maybe an emotional desire? You're only ever as intelligent as the questions you seek to answer.

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Farhan Helmy · Nov 1, 2026 · 3:21 AM UTC

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Farhan Helmy

@farhanhelmycodeNov 1

We have spun up 1061 computers since started boxcompute Couldn't do all this without the great infra team, Btw we manage everything end to end ourselves with the help from partners, From buying the baremetal -> setting up the servers -> assembling the components and even wrote the virtualization method ourselves Even with the help of AI, domain expertise is still crucial to build this kind of product

Image from Farhan Helmy (@farhanhelmycode)

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Spooky · Oct 30, 2026 · 10:51 PM UTC

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Spooky@spookyh8rOct 30

I always find myself coming back to this. It seems to gain in depth every time I read it.

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Aristo · Oct 30, 2026 · 7:41 PM UTC

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Aristo@aristomarinettiOct 30

Carl Jung was right when he said: in my experience, I have found that the solutions to all of life’s most intractable problems are not found through any form of intellect or cleverness. They are solved simply by moving on.

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🐈qeel🍉 · Oct 29, 2026 · 10:39 PM UTC

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🐈qeel🍉

@catqeelOct 29

Day 42 fully autonomous AI paper trade AI buat research sendiri AI jual beli sendiri currently kita test Kucing (my own model): -13.03% OpenAI Luna: +1.70% S&P 500: +0.65% NASDAQ: -3.04%

ALT KUCING / MY OWN MODEL. Completed NYSE session 2026-10-29. Completed-session daily trading PnL for the tracked window: -13.03%

ALT OPENAI LUNA + V8. Completed NYSE session 2026-10-29. Completed-session daily trading PnL for the tracked window: 1.70%

S&P 500 (SPY). Completed NYSE session 2026-10-29. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 0.65% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT S&P 500 (SPY). Completed NYSE session 2026-10-29. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 0.65% (Frozen campaign history; Alpaca SIP daily returns after transition)

NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-29. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -3.04% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-29. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -3.04% (Frozen campaign history; Alpaca SIP daily returns after transition)

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Chris Kaleiki · Oct 28, 2026 · 10:14 PM UTC

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Chris Kaleiki@ckaleikiOct 28

Godot went from the cool underdog that you may want to use someday to something nobody should take seriously in 2026. The future game engine is either UE6 or a new AI native engine we haven’t heard of yet. And long term it will be: “what’s an engine?”

Ludonauta@LudensLudonautaOct 28

Replying to @LudensLudonauta

"Ohh it's open source so fix it your own lol" Probably someone already did with the help of an LLM. But guess what? They don't accept AI assisted PRs.

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𝖓ø𝖙𝖏𝖊𝖞𝖟𝖟𝖑 · Oct 28, 2026 · 7:02 PM UTC

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𝖓ø𝖙𝖏𝖊𝖞𝖟𝖟𝖑

@notjeyzzlOct 28

Apple is dead it’ll take a few more years for the financials to display it but just like Nokia, they’ve lost the plot and are currently living off of a lobotomized army of fans that still believe in “the ecosystem” 2020 macbook pro m1 was the last good apple product today they’re just another company that happens to be at the top of the US stock market ponzi scheme

Apple Design

@TheAppleDesignOct 28

Steve Jobs on Touchscreen MacBook: “It doesn’t work, it’s ergonomically terrible”

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🐈qeel🍉 · Oct 28, 2026 · 10:39 PM UTC

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🐈qeel🍉

@catqeelOct 28

Day 41 fully autonomous AI paper trade AI buat research sendiri AI jual beli sendiri currently kita test Kucing (my own model): -14.64% OpenAI Luna: +0.26% S&P 500: +1.04% NASDAQ: -1.64%

ALT KUCING / MY OWN MODEL. Completed NYSE session 2026-10-28. Completed-session daily trading PnL for the tracked window: -14.64%

ALT OPENAI LUNA + V8. Completed NYSE session 2026-10-28. Completed-session daily trading PnL for the tracked window: 0.26%

S&P 500 (SPY). Completed NYSE session 2026-10-28. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 1.04% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT S&P 500 (SPY). Completed NYSE session 2026-10-28. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 1.04% (Frozen campaign history; Alpaca SIP daily returns after transition)

NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-28. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -1.64% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-28. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -1.64% (Frozen campaign history; Alpaca SIP daily returns after transition)

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AF Post · Oct 27, 2026 · 11:24 PM UTC

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AF Post

@AFpostOct 27

Japanese Prime Minister Sanae Takaichi’s government signs a 10-year labor agreement with Bangladesh. Bangladesh is seeking to send 100,000 workers to Japan annually. Follow: @AFpost

Readers added context they thought people might want to know

The Japan-Bangladesh summit joint statement references no labor agreement or quotas. A 10-year employment MoC was signed by officials October 17 (copies exchanged during the visit) with none specified; 100,000 figures refer to separate aspirational multi-year targets. mofa.go.jp/s_sa/sw/bd/pag… bdnews24.com/bangladesh/as7… nutshelltoday.com/article/japan-… ryoron.com/en/articles/ba…

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Peter Ho · Oct 27, 2026 · 10:35 PM UTC

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Nice reminder

Gaussian Mixture Models (GMMs) are a flexible method for modeling data that comes from multiple overlapping sources. They assume that the data is generated from a mixture of Gaussian distributions, making them well-suited for identifying clusters with different shapes, sizes, and orientations. ✔️ Works well when clusters overlap or are not clearly separated ✔️ Provides soft assignments, giving a probability for each point’s cluster membership ❌ Requires specifying the number of components ahead of time ❌ Can be sensitive to initialization and may settle on a suboptimal solution ❌ Assumes each component follows a Gaussian distribution, which may not reflect real-world data Beyond clustering, GMMs are used for density estimation, anomaly detection, image segmentation, and modeling continuous data in tasks like speech recognition. They’re effective when a probabilistic view of the data structure is needed. In high-dimensional spaces or when data distributions deviate strongly from Gaussian, methods like Variational Inference, Dirichlet Process Mixtures, or kernel-based density estimators may offer better results. The image shows how GMMs can model a complex distribution using multiple overlapping Gaussians. Each peak in the histogram corresponds to a component learned by the model, illustrating how the mixture adapts to fit the data. Credit for the visualization: en.wikipedia.org/wiki/Mixtur… 🔹 In R, the mclust package supports GMMs with built-in tools for model fitting, selection using BIC, and visualization. 🔹 In Python, use GaussianMixture from scikit-learn, customize covariance structure, and compare models with BIC or AIC. Looking for clear, useful insights on data science with R and Python? Subscribe to my newsletter. Further details: statisticsglobe.com/newslett… #datascienceeducation #datastructure #RStats #DataAnalytics #Statistics #RStudio

🐈qeel🍉 · Oct 27, 2026 · 10:39 PM UTC

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🐈qeel🍉

@catqeelOct 27

Day 40 fully autonomous AI paper trade AI buat research sendiri AI jual beli sendiri currently kita test Kucing (my own model): -15.93% OpenAI Luna: -0.90% S&P 500: +0.69% NASDAQ: -1.95%

ALT KUCING / MY OWN MODEL. Completed NYSE session 2026-10-27. Completed-session daily trading PnL for the tracked window: -15.93%

ALT OPENAI LUNA + V8. Completed NYSE session 2026-10-27. Completed-session daily trading PnL for the tracked window: -0.90%

S&P 500 (SPY). Completed NYSE session 2026-10-27. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 0.69% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT S&P 500 (SPY). Completed NYSE session 2026-10-27. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 0.69% (Frozen campaign history; Alpaca SIP daily returns after transition)

NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-27. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -1.95% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-27. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -1.95% (Frozen campaign history; Alpaca SIP daily returns after transition)

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Farhan Helmy · Oct 27, 2026 · 10:32 AM UTC

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Farhan Helmy

@farhanhelmycodeOct 27

guys final call baju boxcompute, lepas maghrib saya tutup order pay.chip-in.asia/hFBKx2WVEG9…

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Azwan HM 👨🏻‍💻📊 · Oct 27, 2026 · 8:43 AM UTC

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Azwan HM 👨🏻‍💻📊

@azwan_Oct 27

I think Malaysian energy industry and water supply sector need to have strong cybersec specialist now. Immediately. This is not 2010 where we patch post-event era.

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Globe Eye News · Oct 27, 2026 · 3:08 AM UTC

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Globe Eye News

@GlobeEyeNewsOct 27

BREAKING: Japanese Minister Hosono issues emergency request urging all citizens to stockpile food, water, and toilet supplies ahead of potential disasters.

Image from Globe Eye News (@GlobeEyeNews)

Readers added context they thought people might want to know

Minister Goshi Hosono will issue a nationwide emergency request on Nov. 2 for citizens to stockpile at least 3 days of food water and toilet supplies when Japans new Disaster Management Agency launches. The government has recommended this preparedness measure for years. fnn.jp/articles/-/114… www3.nhk.or.jp/nhkworld/en/mu…

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🐈qeel🍉 · Oct 26, 2026 · 10:39 PM UTC

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🐈qeel🍉

@catqeelOct 26

Day 39 fully autonomous AI paper trade AI buat research sendiri AI jual beli sendiri currently kita test Kucing (my own model): -20.44% OpenAI Luna: -1.14% S&P 500: +0.13% NASDAQ: -3.07%

ALT KUCING / MY OWN MODEL. Completed NYSE session 2026-10-26. Completed-session daily trading PnL for the tracked window: -20.44%

ALT OPENAI LUNA + V8. Completed NYSE session 2026-10-26. Completed-session daily trading PnL for the tracked window: -1.14%

S&P 500 (SPY). Completed NYSE session 2026-10-26. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 0.13% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT S&P 500 (SPY). Completed NYSE session 2026-10-26. S&P 500 (SPY ETF) completed-session daily return for the tracked window: 0.13% (Frozen campaign history; Alpaca SIP daily returns after transition)

NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-26. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -3.07% (Frozen campaign history; Alpaca SIP daily returns after transition)

ALT NASDAQ COMPOSITE (ONEQ). Completed NYSE session 2026-10-26. NASDAQ (ONEQ ETF) completed-session daily return for the tracked window: -3.07% (Frozen campaign history; Alpaca SIP daily returns after transition)

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