shirleydeng

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shirleydeng

shirleydeng

@denglhs

Nature enthusiast. All views my own

Katılım Temmuz 2012
111 Takip Edilen314 Takipçiler
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Ray Dalio
Ray Dalio@RayDalio·
When entering this second phase of life, you are almost certainly making the mistake of thinking you know more than you actually know—especially if you got good grades in school. You were taught that success is a matter of learning what you were taught and not making mistakes. That probably made you a bit arrogant, like I was when I graduated. But it is living life and encountering your realities that will truly teach you. The question is, will you learn? @longislandu You can watch the full speech here: youtu.be/rnzz0YJpc9o
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Earth
Earth@earthcurated·
A single sweet potato can deliver up to 400% of your daily vitamins needed for healthier eyes, clearer skin, and a stronger immune system.
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Earth
Earth@earthcurated·
Just one cup of spinach provides over 100% of your daily Vitamin K and A promoting stronger bones, clearer skin & better energy. 🌿💪
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The Straits Times
The Straits Times@straits_times·
From myopia-slowing lenses to Dyson’s ultra-slim vacuums: The S’pore-led innovations changing how you live bit.ly/4cZ9SGc
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shirleydeng@denglhs·
I admire people who create beautiful things. Credit to this self-taught female designer based out of SH. 👇
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汗青 HQ
汗青 HQ@hq4ai·
Yuri与欧莱雅中国的最新合作。 AI for Beauty,是我很喜欢的理念。 三年来,这样的信念让我们一点一点走到现在。 技术向善,AI向美。
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National Geographic
National Geographic@NatGeo·
Our planet is a wondrous solar powerhouse 🌞✨ For billions of years, plants have been capturing sunlight and turning it into life—nature’s own incredible energy magic! #StepIntoWonder #OneStrangeRock is now streaming on @DisneyPlus and @hulu.
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shirleydeng@denglhs·
Weather has such a wide implication on people & land. It should be part of sovereignty like cyber security.
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shirleydeng@denglhs·
@hq4ai 你可以注册YURI,把她打造成品牌代言人🤭
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汗青 HQ
汗青 HQ@hq4ai·
我们首次与理想汽车合作,用AI李想整了段活儿,看数据是要爆一下了。 Yuri也正式开启和理想的合作,这次先是音乐。 23年开始我们用AI尝试做“人”,庆幸一路的累积都有价值。
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NTU Singapore
NTU Singapore@NTUsg·
Printing Singapore’s first 3D bridge: A new pedestrian bridge in Jurong West, set for completion in 2028, will be the country’s first to be constructed using 3D printing technology, based on research from #NTUsg. The project is part of @LTAsg's efforts to improve construction productivity in a labour-constrained environment, and is being developed in collaboration with the Singapore Centre for 3D Printing (SC3DP) at NTU, alongside industry partners Witteveen+Bos and CES_Innovfab. A specially formulated cement mix is used for printing – engineered to maintain a consistent flow through the nozzle before rapidly hardening layer by layer into a structurally robust form. Read more: ntu.sg/3D-printedPede… #NTUsgResearch #NTUsgInnovation
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shirleydeng@denglhs·
Happy to attend Keith Carter’s new book launch “ Inspired Investing”. It’s his 4th book.
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Maziyar PANAHI
Maziyar PANAHI@MaziyarPanahi·
Gemma 4 just dropped. I had it captioning video in real-time within an hour. Running locally on a MacBook. No cloud. No API. Real-time scene understanding. Oh and SAM3 is segmenting every object in the same frame. Same laptop.
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leehsienloong
leehsienloong@leehsienloong·
I have an essay in the SG Economic Review titled “Microeconomics in Public Policy: A Practitioner's View”. It discusses how the Government has applied economic principles and market incentives across public policies to achieve good outcomes for SG. – LHL go.gov.sg/17ktgh
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shirleydeng@denglhs·
We need an OS smart enough to detect threat potential and alert / stop such OTA or pip install update.
Andrej Karpathy@karpathy

Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords. LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm. Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks. Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages. Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.

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shirleydeng@denglhs·
🌙 Selamat Hari Raya Aidilfitri!💫to those who celebrate.
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LlamaIndex 🦙
LlamaIndex 🦙@llama_index·
Choosing between Skills and MCP tools for your AI agents? Here's an overview from @itsclelia and @tuanacelik 🔧 MCP tools offer deterministic API calls with fixed schemas - perfect for precise, predictable operations but require dev knowledge and introduce network latency 📝 Skills use natural language instructions stored locally - minimal setup required but open to LLM misinterpretation and hallucinations ⚖️ The real decision factor: how fast your domain evolves. Fast-changing environments favor MCP's single source of truth, while stable domains benefit from Skills' lightweight approach 🏗️ In practice, we found our documentation MCP provided better, always up-to-date context than custom skills for our coding agent use case Read our full analysis of when to use each approach: llamaindex.ai/blog/skills-vs…
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shirleydeng@denglhs·
@straits_times High temperature and fertility rate has a negative correlation. The higher the temperature, the harder it is.
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Extreme Temperatures Around The World
INDONESIA AGAIN Record after record every single day of 2023,2024,2025 and so far of 2026... Today 36.4C at Palangka Raya tied its record of March highest temperature in history.
Extreme Temperatures Around The World@extremetemps

SE ASIA ENDLESS RECORD HEAT Record heat never ends in INDONESIA Tonight the Minimum temperature at Ternate was 27.0C,its hottest March night in history. Ternate has never recorded a colder than average month in 9 years.

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