https://convergentthinking.sh/posts/bias-compounds-variance-washes-out/ #roundingerrors #mathhumor #dataanalysis #snoozefest #biascompounding #deepdive #HackerNews #ngated
🎙️ Intervista ad Arcangela Rago
Viaggio nell’IA insieme a una ricercatrice che sa unire rigore scientifico e chiarezza divulgativa.
Parliamo di: ricerca, i 6 livelli dell’IA,
applicazioni nelle reti di telecomunicazioni, rischi e opportunità, strumenti utili e futuro dell’IA.
Per capire davvero dove stiamo andando.
🎧 Ascolta l’episodio: https://open.spotify.com/episode/5fde2QT1tlObzGhdNrG14R?si=8aSlqfmZRliJybm3zbxV9A
#PINGTalk #Podcast #IntelligenzaArtificiale #AI #Ricerca #Telecomunicazioni #MachineLearning #DeepDive #CuriosityRulesTheWorld
Why does solid ice float on liquid water?
For almost every other substance on Earth, the solid state is denser than the liquid state because the molecules pack tightly together as they cool. Water completely defies this rule due to its unique chemical structure.
Water molecules are made of hydrogen and oxygen. When water is in its liquid form, these molecules are constantly moving, crashing, and breaking bonds, allowing them to stay tightly packed together.
However, as water freezes and drops below 4 degrees Celsius, the molecules slow down and form stable hydrogen bonds. This forces the molecules into a rigid, crystalline, hexagonal lattice structure. This specific geometry leaves a large amount of empty space between the molecules compared to liquid water. Because the same amount of mass now takes up more volume, ice becomes roughly 9 percent less dense than the liquid beneath it, causing it to float perfectly.
#Science #Physics #Chemistry #Nature #EarthScience #DeepDive
Let's settle the debate with actual data: Women's voices register as louder and sharper than men's voices.
If you look closely at the science, it is a perfect cross section of physics, anatomy, and neurology.
1. The Anatomy and Vocal Cord Physics: On average, a woman’s vocal cords are shorter and thinner, measuring around 12 to 17 mm, while a man’s measure 17 to 25 mm. Because they have less mass, they vibrate much faster, roughly 200 times per second compared to a man's 120 times. This creates a significantly higher fundamental frequency and pitch.
2. The Acoustic Physics and Intensity: Higher frequencies possess shorter wavelengths. In a closed room or crowd, these shorter wavelengths do not bend or dissipate around objects easily. Instead, they pierce straight through background noise with crisp intensity.
3. The Neurological Proof and Ear Sensitivity: This is the ultimate kicker. The human ear canal is shaped like a natural acoustic amplifier tuned specifically to boost sounds between 2000 and 5000 Hz. Evolutionary biology designed our brains to be hypersensitive to this exact range so humans could hear a baby's cry or an alert from afar. A woman's vocal upper harmonics land right in this biological sweet spot.
So, it is not just a guess. Human biology and physics are literally hardwired to amplify a woman's voice over a man's.
#Science #Acoustics #HumanBiology #PhysicsOfSound #BrainScience #Fediverse #DeepDive #Facts
Lust auf einen #DeepDive? Heute ist internationaler Tag des Lichts. Aber was ist eigentlich Licht? 🌈

Licht ist alltäglich, doch seine Natur sprengt unsere Alltagserfahrung. Erst, als Wissenschaftler das Geheimnis des Lichts lüfteten, wurden technische Entwicklungen möglich, die unser modernes Leben prägen. Der Internationale Tag des Lichts am 16. Mai erinnert daran.

Have you ever wondered what really happens between the moment you press the power button and the moment your login screen shows up? That gap—usually some seconds—hides one of the most intricate initialization sequences in computing. Today I want to walk you through it. This is the first article in a series where I’ll try to make sense of the Linux kernel internals together with you. We’ll talk about how Linux boots, how it manages processes and memory, how it deals with hardware, and so on. If you’ve ever been curious about what’s happening under the hood, you’re in the right place.