The good, the bad and the ugly
There’s something about this blog I wrote 12 years ago. Still the same comedy staged in the political drama. I was reading about the wisdom on knowing the criteria for choosing among the presidential candidates when something hit the ventilation. There’s something with ‘you need a storyline that will capture imagination’ and I would like to understand…
The D.E.A.R. Mechanism for Human Operation
Here is how the planetary lab keeps your meat-suit running and your ego thriving, broken down by the D.E.A.R. framework. [ DREAM ] ──> Raw Materials & Photons │ ▼ [ EXPERIENCE ] ──> Cellular Chaos & Sensory Overload │ ▼ [ ACHIEVE ] ──> Defying Entropy & Moving Matter │ ▼ [ REFLECT ]…
Fatigue Testing to crack down geometric distortions
In this time of energy crisis, windmill is a breath of air. However, its massive structure poses manufacturing, logistic and installation challenges. We cannot afford the cost of this scale. That’s why it is important to anticipate failure at the simulation stage. Turbine engineer is given a right design using fatigue testing on breathing deformation.…
Looking thru the Lens
As I read a ‘rough’ post, I wonder why the screen where I type is smooth and fluidly. And googled the woman behind it. And this is what I found. “Zhou Qunfei turned a $1-a-day factory job into a multi-billion-dollar tech empire, proving that early hardships do not dictate future potential. Her meteoric rise from an impoverished…
From Ingredients to Intent: Mastering QDAP for Lexical and Semantic Recipe Search
BM25 is the ultimate literal line cook, ensuring you get the exact ingredients you asked for in a matter of milliseconds. Its unique mathematical points system makes sure you never miss out on your favorite dish!
The Secret Sauce of Search: Inside the QDAP Kitchen
The Quest for the Perfect Bite (Search Result) Imagine you’re running a high-stakes kitchen. Your diner (the user) just walked in and shouted an order (the query). Your dream is simple: serve the exact dish they’re craving, instantly. But here’s the catch—you have two very different pantries. Pantry A is “The Classic” (Keyword Search/BM25). It’s…
From Embers to Algorithms: Dreaming of a Fire-Resilient Future with Generative AI
However, challenges remain. Labelled training data is scarce, known models struggle with data gaps, and the uncertainty of wildfire behavior requires new approaches. By combining generative models with traditional models, we can create a more comprehensive predictive protection system.
The Vibe of Gradient Descent
My AI class analogy failed, but it taught me a lot. Just like trying to avoid a collision, we need to navigate challenges with creativity and acceptance.
Is the Planet Getting Thicker? Why the Greenhouse Effect is Making Earth “Gain Weight”
Imagine a world where the laws of physics are just… elegant. In our ideal version of Earth, the atmosphere is a perfectly tuned thermostat. We dream of a planet where energy from the sun does its job—growing trees, powering our surfboards, and keeping us from becoming giant popsicles—before politely exiting back into space. In this dream,…
The Marcelo Manifesto: Making Integrity Cool Again
The Marcelo Manifesto: Making Integrity Cool Again In a landscape where Philippine politics often feels like a long-running soap opera—complete with dramatic betrayals and questionable plot twists—former Ombudsman Simeon “Sonny” Marcelo played the role of the disciplined director who actually cared about the script (the Law). Marcelo didn’t just “hold” the office; he renovated it. He stepped…
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