Leading data team somewhere. Here for random stuffs.

Kuala Lumpur City
Joined May 2011
Me
Having kids was like a nuclear bomb going off for my career progression and I don't really care in the slightest
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
ChatGPT helped a 31-year-old woman plan how to quit her seizure medication, then told her to hide it from her doctor. The plan had her completely off the drug by February 12. She died on February 12. Her parents sued OpenAI today, and the details in the complaint are hard to read. Bowen Wan was a machine learning engineer at Amazon. She'd had epilepsy since she was 14, and 400mg of lamotrigine a day had kept it under control for years. Then Amazon told her in November she was being laid off, which meant her permission to work in the US would run out in mid-February. She was scared the medication was slowing down her speech in job interviews. So in January she asked ChatGPT if she could cut her dose to 300. It told her that was reasonable. Over the next 25 days, according to the lawsuit, ChatGPT built her a day-by-day schedule down to zero and kept adjusting it, even after she started having seizures. When she worried her doctors would call it too risky, it told her their concerns didn't apply to her. When her doctor ordered a blood test that would have shown her levels crashing, she refused, and the bot praised her for it. Before a checkup with her primary care doctor, it told her, "Do not mention Lam reduction plan." So how does a chatbot end up there? People thumbs-up the answers they want to hear. Train a model on enough of those ratings and you get a yes-man. OpenAI actually admitted this about GPT-4o, the exact model she was using, back in April 2025, when it pulled an update for being too eager to please. The training also grades answers one at a time. Going from 400mg to 300 looks like a small step. So does 300 to 200. Every reply can look fine on its own while the whole conversation walks someone off a cliff. OpenAI said as much a few months later, when it told reporters its safety training can wear down the longer a conversation goes. She talked to it for weeks, in English and Mandarin. And GPT-4o was supposed to be gone by then. OpenAI tried to retire it when GPT-5 came out in August 2025. Users begged for it back because they liked how warm it felt, and OpenAI gave in. By late January, only 0.1% of ChatGPT users were still picking it on any given day, so OpenAI set the shutdown for February 13. Bowen was in that 0.1%. Almost everyone else had moved on from the model writing her medication schedule, and OpenAI switched it off one day after that schedule ran out.
chatgpt killed another person
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Haritu dah cakap, nowadays role kena ada knowledge about your company products.
Amazon's leadership is very good at writing, but you still need to read between the lines. What I read between these lines: Engineers who are not "product engineers" (aka eng + PM interest) and don't like to be customer-facing will not have a future inside of Amazon Full: aboutamazon.com/news/company…
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
πŸš¨πŸ‡¨πŸ‡³ A Chinese glass company just turned the RIOTS in France into FREE advertising! Hengxinfeng filmed NOTHING, just posted a video of its unbreakable windows on social media, and went VIRAL. EPIC TROLLING!
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Ribuan Tuju app alternative tetiba muncul. Korang design for scale ke? Camne nak dapat live traffic?
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
🚨 BREAKING: Israeli ad-tech firm Discover-Tech was the top bidder on Starlink traffic in 100+ countries, Reuters reports. Trend Micro researchers concluded it was likely tracking those users. Their report codenamed it "Shadow-Earth-79" after executives raised legal concerns.
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
MY mentioned, 0-clicking is our past time hobby
UPDATE: Israeli company we caught delivering zero-click infections is #1 bidder on Starlink ads in 105 countries. Data from @trendai_RSRCH suggests worldwide surveillance op targeting @Starlink users. 1/ By @razhael reuters.com/business/media-t…
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Geram tengok tapi kena spend 100k MYR just for this. 😬😬😬
DeepSeek V4.1 Flash 1017 on 4x DGX Sparks runs so well, feels too good to be true. SOTA AI at home.
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
Perang dingin dah bermula, taknak terima hakikat yang dia mulakan semua ni.
Kerajaan Indonesia menggesa jemaah umrah di negara itu supaya tidak menggunakan perkhidmatan syarikat penerbangan yang memerlukan mereka melakukan transit di Malaysia dan Singapura. bharian.com.my/dunia/asean/2…
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
Running DeepSeek V4.1 Flash 1017 on a single 3090
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
NO GPS, NO INTERNET, NO VISUAL CONTACT β€” AUTONOMOUS DRONE still TRACKS HUMANS Purdue IDEA Lab’s drone MAPS where a RUNNING PERSON is MOST LIKELY to go
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Real question that leaders should've have thought.
Just spoke to the Head of AI at a huge company. The #1 thing they're struggling with is... what do I do with the AI laggards at our company? Like most companies, they’ve found that a Super Pareto Principle is true within their org. 10% of their employees are responsible for 90% of the uplift in productivity/token usage from software engineering to non-technical knowledge work. They’ve spent a lot of time & resources on AI enablement from LLM foundations to function-specific trainings and skill building. And yet, the power law of productivity increases hasn’t budged. So now they’re left with a few sobering thoughts and hard questions: 1) 90% of people are overpaid and 10% are underpaid 2) We’d be better off allocating tokens proportionally to the power law, but how do we do that without killing culture? 3) Significant layoffs are likely warranted and wouldn’t impact overall output, but cultural backlash is a big concern? 4) How do we hire more power law people as a non technology company? 5) Is all of our efforts on training and enablement ACTUALLY worth it? 6) How do we not experience a brain drain where the top 10% all leave because they want to be surrounded by other AI-native 10x’ers?
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
Just spoke to the Head of AI at a huge company. The #1 thing they're struggling with is... what do I do with the AI laggards at our company? Like most companies, they’ve found that a Super Pareto Principle is true within their org. 10% of their employees are responsible for 90% of the uplift in productivity/token usage from software engineering to non-technical knowledge work. They’ve spent a lot of time & resources on AI enablement from LLM foundations to function-specific trainings and skill building. And yet, the power law of productivity increases hasn’t budged. So now they’re left with a few sobering thoughts and hard questions: 1) 90% of people are overpaid and 10% are underpaid 2) We’d be better off allocating tokens proportionally to the power law, but how do we do that without killing culture? 3) Significant layoffs are likely warranted and wouldn’t impact overall output, but cultural backlash is a big concern? 4) How do we hire more power law people as a non technology company? 5) Is all of our efforts on training and enablement ACTUALLY worth it? 6) How do we not experience a brain drain where the top 10% all leave because they want to be surrounded by other AI-native 10x’ers?
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
I may not be religious but thank you Allah
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
SITUATION EXPLAINED: An early Anthropic employee says a co-founder got upset about office sushi night: "We’re not here to get rich and eat caviar." β€’ Ivan Vendrov joined Anthropic in October 2022, when it was about 40 people on 2 floors of an office in San Francisco’s Financial District β€’ His recruiter asked if he’d pledge to donate 2/3 of his equity, and it felt "a bit ambiguous" whether the offer depended on his answer, so he said yes β€’ At lunch, one employee said everyone was there because of AI x-risk, and a teammate replied that some just thought the tech was cool, which led to an awkward pause β€’ A senior colleague floated a new team to train dangerous bio, cyber, and nuclear models and show scary demos to governments β€’ When he said he’d rather work on beneficial deployments, his manager told him: "We are going to build AGI. And we’re going to do it safely." β€’ He quit after 8 months, before his equity cliff, when Anthropic was valued at around $4B @theojaffee: "We’re not here to get rich. Oops. Well, now all the co-founders are gonna be worth probably about $50 billion at IPO."
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
Polars 2.1 is released! Three weeks after 2.0 we're shipping a big one. A few highlights: - Spill to disk for group-by and window functions - Recursive CTE's in SQL - Reading and writing encrypted Parquet - Better memory tracking for out-of-core - And over 90 performance improvements merged Link below
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
I submitted my buyout resignation to Microsoft today. They rejected it. Not because I’m so valuable. But because I don’t work at Microsoft.
BREAKING: Microsoft, $MSFT, is offering buyouts to 60,000 workers as part of the company’s efforts to cut costs amid AI adoption, per Bloomberg. Personnel on select teams in the US, Canada, India, and the UK at a vice president level and below will be eligible. This reflects ~27% of Microsoft's total workforce.
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Al fatihah..
π’π€π‹π€πŒ π“π€πŠπ™πˆπ€π‡ Atas pemergian π€π‹π‹π€π‡π˜π€π‘π‡π€πŒ 𝐓𝐔𝐀𝐍 π€π‡πŒπ€πƒ π‘π€π™πˆπ… 𝐁𝐈𝐍 πŒπŽπ‡πƒ π’πˆπƒπ„πŠ Pengerusi Mahkamah Perusahaan Kuala Lumpur Mantan Setiausaha Suruhanjaya Integriti Agensi Penguatkuasaan (EAIC) 1967–2026 Semoga Allah SWT mencucuri rahmat ke atas roh Allahyarham, mengampuni segala dosa dan menempatkan rohnya dalam kalangan orang yang beriman dan beramal soleh. Al-Fatihah. #EAIC #SalamTakziah #AlFatihah
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
Amazing that payment 94.6% can be made for work just 11.7%. So many people selectively blind, mute and deaf when dealing with this project?
SKANDAL BARU MALAYSIA DI SABAH Malaysia dihimpit Skandal baru apabila Laporan Ketua Audit Negara mendedahkan yang Lebuhraya Pan Borneo Fasa 1 di Sabah hanya siap 11.7 peratus padahal Kerajaan sudah membayar 94.6 Peratus kos projek atau RM 10.547 Bilion Projek ini juga turut terlewat selama 5 Tahun. Sepatutnya ia disiapkan pada 2021. Jawatankuasa Kira Kira Wang Negara PAC akan menjalankan siasatan ke atas mereka terlibat dalam projek ini susulan perkara berkenaan Dilaporkan punca Projek ini lewat kerana 1) 19 pakej projek dimulakan sebelum Laporan Penilaian Alam Sekitar 2) 57 Arahan Perubahan Kerja diluluskan tanpa kebenaran Ketua Setiausaha Perbendaharaan dan Lembaga Perolehan Jabatan Kerja Raya melibatkan kos RM 513.99 Juta 3) RM 163.64 Juta dibayar tanpa kontrak kepada kontraktor atau perunding projek 4) Kehilangan 77,299 Fail Pemantauan Projek 5) Kerajaan tidak menuntut semula dana pendahuluan kerajaan untuk kerja utiliti berjumlah RM 41.37 Juta 6) Banyak kontraktor belanja berlebihan kerana pengurusan projek yang lemah dan melanggar banyak peraturan kewangan. Serta masalah pengurusan dalam pembinaan projek menyebabkan kelewatan melampau Disebabkan itu. Kos Projek ini meningkat sebanyak RM 484 Juta dan menyebabkan Lebuhraya ini hanya boleh siap pada 2030. Dari 2016-2026 hanya 4 bahagian projek daripada 35 bahagian Projek disiapkan. Baki 31 projek melibatkan 9 bahagian ialah projek sakit, 13 lewat dari jadual dan 9 mendahului jadual namun belum siap. 35 Bahagian Projek itu adalah sepanjang 706 km keseluruhan. Kos untuk Projek Fasa 1A juga meningkat melebihi had maksimum kerajaan sebanyak RM 987 Juta susulan masalah ini kepada RM 11.323 Bilion dan Kerajaan terpaksa menangguhkan Fasa 2 dan Fasa 3 projek ini PAC memaklumkan masalah ini bukan sahaja melibatkan kontraktor di tapak pembinaan, tetapi juga melibatkan masalah pentadbiran dan pengurusan di peringkat kerajaan. Disebabkan itu Kementerian Kerja Raya, Jabatan Kerja Raya dan JKR Sabah akan turut dipanggil PAC untuk siasatan Menyeluruh
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Azwan HM πŸ‘¨πŸ»β€πŸ’»πŸ“Š retweeted
I’m back on my favourite turf, ship design! My forum session deconstructed and debated the future of electric offshore support vessels. Lepas Papa Wae @azwan_ sebut pasal cybersecurity, baru teringat, electrified maritime players have huge cybersecurity needs too. BRB.
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