Mucha (@muchasso) header
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Joined November 2013
KOSCIUSZKO IS HERE! A film made by Citizens, for Citizens! Let's watch it, celebrate it, and share it across the Atlantic! 🇵🇱🇺🇸 Let's make Tadeusz's name day the loudest in history! VIVAT TADEUSZ! VIVAT FREEDOM!
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Does Europe actually build anything? Introducing: 🇪🇺 The EU Frontier Tech Map 1,400 companies. 28 ecosystems. 8 frontier technologies. AI. Space. Robotics. Energy. Biotech. Quantum. Industrials. Defense. Explore the map: eufrontier.tech/
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Last night an AI agent performed brain surgery on a mouse. We gave it 19 gene therapy vectors in a spreadsheet, a mouse model of epilepsy, access to a motorize surgery rig with cameras and one goal: reduce seizures. It picked the drug. It picked the brain region. It derived the coordinates from three papers. Then it drove the stereotaxic arms into the brain and injected 250 nanolitres while watching the entry site through the rig camera for bleeding. A licensed vet gated every irreversible step and held a physical kill switch to stop the AI agent. Thread on what it decided, what it saw, and the moment it refused to let me override it. [Writing this on the spot out of excitement, but I've been 18hrs in front of my laptop coding and coordinating this, so keeping it brief and descriptive, more cohesive thoughts on this soon...]
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A high school girl in Mexico just won a gold medal for putting out fires with a speaker. It plays one deep, low hum and the flames die in about 5 seconds. DARPA tried the same idea back in 2012 with a rig so big and clunky they never took it any further, and hers runs on a 12-volt battery and a speaker she can carry around. Sound is just air being pushed back and forth. A low note at 30 hertz means the air around the flame is flipping direction 30 times every second. Flames only exist in a thin layer where fuel vapor mixes with oxygen. Shake that layer hard enough and it keeps getting stretched thinner, the heat gets pulled away faster than the flame can make more, and eventually the flame rips right off the fuel. Whatever tears off is too cool to keep burning, so it just goes out. DARPA's report put a number on how little it takes. Once the air at the flame is moving about half a meter per second, which is barely a breeze, the flame goes out, and pretty much any pitch can get there if you crank the power high enough. Low notes just get you there way cheaper, because a speaker moves a lot more air on each push when the pitch is low. Two engineering students at George Mason figured this out by trial and error in 2015. They started with super high pitches, 20,000 to 30,000 hertz, and all the flames did was shiver. It only worked once they dropped down to 30 to 60 hertz, which is basically the bass on a hip-hop track. Ángela Karime's build is a 12-volt battery, a frequency generator, an amplifier and a speaker, tuned to 30 hertz. She named it Vortex Tech and talks about it shooting out little rings of air, and that's real physics. When loud, low sound gets pushed through a narrow opening, the air curls up into rings like a smoke ring, and those rings carry a puff of air way farther than the sound would get on its own. In her tests it put out small flames from about 2 meters away. She went through five prototypes and over 100 tests in about a year, and she says it's put out burning wood, flammable liquids, electronics and cooking oil. The cooking oil one is a big deal. Throw water on a grease fire and it flashes into steam and flings burning oil all over your kitchen, which is exactly the kind of fire where you'd want something that doesn't put anything into the pan. Now, sound can't cool anything down, so a big fire sitting on red-hot fuel can come right back the second the speaker shuts off. The George Mason guys worried about the same thing in 2015, and it's why this is still a prototype for small flames and the red extinguisher under your sink isn't going anywhere yet. Space might end up being where this matters first. Up there water floats off in blobs, while sound works the same with or without gravity, and acoustics researchers have already published experiments on fighting fires with sound on spacecraft. She's still in high school, and she's already working on a version that spots a fire and puts it out by itself. The gold in Indonesia also came with a special award that gets her into another international competition.
Uma estudante de 16 anos criou um aparelho que apaga o fogo usando SOM, sem água ou produtos químicos. A invenção conquistou uma medalha de ouro na Indonésia.
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I built a terminal tool using MedDecider. Paste a clinical note, get a probability for every answer. And when it's not sure, it says so and flags it for a human. Open weights, runs fully on my Mac. Take it if you want.
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Dishwasher Manufacturers: If you rinse off your dishes in the sink before loading them into the dishwasher, they come out less clean! This always gets me in trouble. I of course don’t rinse first, because it is a Dishwasher. Right? Rinsing plates before loading the dishwasher feels diligent. Appliance makers say it is the very reason your dishes come out dirty. Engineers at brands like Bosch and Whirlpool, alongside detergent makers like Cascade, have spent years advising consumers to stop pre-rinsing. Contemporary dishwashers rely on internal turbidity sensors—optical eyes that gauge water clarity during the early wash cycle. When pre-rinsed plates yield clean water, the machine misinterprets the load as lightly soiled, shortening cycle time and reducing water temperature. Furthermore, the enzymes in modern powdered and gel detergents require food starches and proteins to latch onto; without debris to activate them, the surfactants simply wash down the drain, occasionally leaving alkaline film etched into glassware. Oh there is more… Cookware care harbors equally stubborn folklore. For decades, home cooks warned that a single drop of liquid soap would ruin a cast-iron skillet's seasoning. Lodge, which has made cast-iron cookware in Tennessee since 1896, explicitly debunks this in its care manuals. The prohibition dates to the nineteenth century, when soaps were formulated with harsh lye (sodium hydroxide), a caustic alkali capable of stripping cured oil. Modern dish detergents contain mild surfactants that lift loose grease without breaking the polymerized oil cross-linked to the iron matrix. A gentle wash with liquid soap leaves true seasoning intact. A similar misconception surrounds kitchen waste disposers. Generations of homeowners were told that tossing eggshells or ice down the drain sharpens the disposal blades. InSinkErator, the inventor and largest maker of food waste disposers, notes that residential disposers do not contain blades at all. The central chamber houses blunt swiveling lugs on a spinning turntable. These lugs do not slice; centrifugal force hurls food against a stationary outer ring of shredder teeth to pulverize it into a slurry. Eggshells cannot sharpen a blunt lug, and their fibrous membrane often snags in plumbing traps. Even oven maintenance suffers from well-intended habits. Appliance makers including GE and Frigidaire warn against lining the floor of an electric or gas oven with aluminum foil. Modern ovens hide the heating element beneath an enamel floor. Foil traps and reflects radiant heat directly against the base, reaching temperatures high enough to melt the aluminum or permanently fuse it to the porcelain finish.
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Introducing SKY-001, the first Engineering World Model. On CAD and BIM tasks, it beats GPT-6 Astra and every frontier model we tested: -> 51-125x faster - > 150-210x cheaper -> Higher IOU than all frontier models SKY-001 lets you dream a physical object before you build it. 18 months of work. Built by the team out of Maluuba's deep learning lab (acq. by @MSRResearch). The first ‘AI General Engineer’ will be the backbone for Autonomous Manufacturing.
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Czapki z głów dla @KinasRemek - bez niego nie było by Bielika i pierwszego polskiego modelu z reasoningiem trenowanego przez RL - rozwija biologiczne AI w świetnym polskim startupie (ingenix.ai) - po godzinach zbudował model decyzyjny lepszy i szybszy od oryginału (Jev) - z zerowym wsparciem, z własnych środków - doradza krakowskiemu SATIM-owi: buduje pipeline'y do wykrywania statków w portach i samolotów na lotniskach na zdjęciach radarowych z satelitów- Współautor publikacji Pathway o architekturze BDH - wielu młodych wyjadaczy AI go podziwia - do tego skromny, zawsze sympatyczny - bardzo zależy mu na polskim AI. w Ameryce byłby pewnie szefem dużego AI Labu Kwintesencja hasła „Polak potrafi” 🇵🇱 teapawt.net/KinasRemek/status/2111…
Replying to @carc_ai
Yes, it is my side project, paid from my private account, running training on paid @runpod (I ask them for help and sponsoring - they have not even responded with 'no'). Everything in this model is my experience from my all previous AI projects.
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basal-omni 🇵🇱 - TOP1 🤩🤩🤩 🌍 na świecie w modelach otwartych oraz TOP2 wśród zamkniętych i otwartych Wg niezależnego benchmarku modeli system-one gdzie testowane są wszystkjie modele na świecie - JevBench (link do bencha w pierwszym wpisie). Czyli można? Można! Polskie AI 🇵🇱 basal wyprzedził model OpenAI, Microsoft oraz pierwowzór z TypeSafe (jev). Thank you, @airesearch12 , for the independent evaluation on JevBench.
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🛰️🇵🇱 A historic milestone for @CreotechSa and Poland’s space sector! We have officially signed a contract with @esa to become the prime contractor for the #SAWA mission, marking the first time a Polish company will lead an entire ESA space mission. #SpaceSafety #SpaceWeather
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The next era of physics is going to be unreal. Reality keeps getting weirder "We have succeeded in moving centimeter scale objects using only the force generated by quantum spin. This is the first time that an object of a size visible to the naked eye has been observed moving due to quantum forces. This achievement represents an important step toward realizing macroscopic quantum superposition and a unified understanding of physics."
量子スピンが生み出す力だけで数センチメートル規模の物体を動かすことに成功。肉眼で見える大きさの物体が量子力によって動いたのが観測されたのは初めてです。この成果は、巨視的な量子重ね合わせの実現と物理学の統一的理解に向けた重要な一歩となります。@ScienceAdvances oist.jp/ja/news-center/news/…
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After six years in stealth, Atomic Machines is out. Our mission: on-demand, universal command of matter. First beachhead: the Matter Compiler, an AI-native manufacturing system that builds working micro-machines from code alone. No per-product tooling. No process development. Different code, different machine.
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Mucha retweeted
Today we're launching Odyssey-3, the most powerful foundation world model yet. It sets a new state of the art on Physics-IQ, and powers robots, trains AIs, and generates interactive experiences. It's really cool. Experience the model today, all for free!
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Copernicus: Our planet is not special. Darwin: Our biology is not special. Shapley: Our star is not special. Hubble: Our galaxy is not special. Multiverse: Our universe is not special. AI: Our intelligence is not special.
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Today we introduce MedDecider - an open weight family of Jev style decision models for medicine. MedDecider achieves SOTA results on variety of medical tasks including knowledge questions, ICD codes, trial notes. 9B scores higher than Decider from Perplexity that is 3 times larger.
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i asked GPT 6 Pro and Fable 5.1 to rank all discoveries in the last three years 🔵 for Human discovered 🔴 for AI discovered (before October 6th) 🟢 for AI discovered from OpenAI/math repo 81% of them have been released today. wtf
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JPEG XL turned on by default has just started shipping in Chrome 155 - after ~30 years officially replacing JPEG for the next decades, ~2x reducing web sizes, adding HDR, transparency, progressive decoding for much faster www, also animations, lossless - should retire also ancient GIF, PNG, TIFF - finally reaching universality and much better compression. developer.chrome.com/blog/jp…
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basal-1.5 🇵🇱 3 minutowa prezentacja - nowości w basal-1.5 oraz przypadki biznesowe. Rodzina modeli basal-1.5 - max (11B), opt (4.5B), mini (1.5B) - Lepsze tam, gdzie 1.0 było słabsze: długie, prawdziwe dokumenty, optymalizowane pod decyzje w systemach RAG, odpowiedzi „nie da się ustalić”, trudniejsze decyzje po angielsku (ocena odpowiedzi, kompromisy, pułapki, polityki, niejednoznaczne prośby), wybór następnego kroku agenta i oceny na skali. - Wyniki: na zamkniętym teście 3 000 nowych polskich decyzji, utworzonych po zamrożeniu wag i ocenionych raz, basal-1.5 osiąga 93,1% wobec 87,4% dla basal-1.0 (+5,7 pkt, 95% przedział [+4,5; +6,8]); na teście decyzji z basal-1.0 - 92,3% wobec 88,6%. Na panelu 10 publicznych zadań angielskich basal-1.5 wyprzedza basal-1.0 (68,8% wobec 67,1%), a na publicznym angielskim benchmarku decyzyjnym osiąga 76,2% (basal-1.0: 74,0%). - Wiele pytań, jeden przebieg dzięki SOAM. SOAM to state once, ask many - jeden kontekst, wiele pytań. Silnik przetwarza kontekst raz, a wszystkie pytania korzystają ze wspólnych obliczeń. Każde pytanie jest oceniane niezależnie od pozostałych. W porównaniu silników na H100 5 pytań zajmuje 37,8 ms zamiast 111,7 ms, czyli około 3 razy krócej. W fp32 odpowiedzi są takie same jak przy osobnych zapytaniach. - Nowe typy i funkcje - tylko basal. Rozszerzamy System-One o własne schematy i funkcje — nowe „programy” w mózgu naszego systemu: multi (które etykiety pasują), act (akcja o najniższym oczekiwanym koszcie według Twoich zasad albo przekazanie człowiekowi), "evidence": true (fragment tekstu, który wspiera odpowiedź) i "facts": "auto" (wyliczone daty i kwoty dla polskich dokumentów). - Nowe sposoby uruchomienia: SGLang i vLLM, Apple Silicon (MLX 8-bit i 4-bit) oraz Ollama i llama.cpp (GGUF). - Werdykt — nasz autorski, ukryty benchmark do testowania modeli decyzyjnych po polsku i po angielsku. Niech pójdzie w świat ... polski klasyfikator dynamiczny. Inicjatywa Open Source. 🇵🇱
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Mucha retweeted
ICEYE does satellites. @nokia does communications. Today we announced that together we do sovereign satellite communications. Read more: hubs.li/Q04ySlhY0
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pretty sure we jumped higher than the aircraft how it works: - flies like a plane but has no wings - edfs blow directly over a jetfoil to generate lift (coanda effect) - can hover in place in the air - uses thrust vectoring for drone-like maneuverability while keeping cruise efficiency flew for 3 seconds, cut throttle, hit the floor, 10/10 day
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