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**What Youβll Learn**: Sampling from a diffusion model is an iterative process: at each step, the denoiser estimates the tangent direction to a path through input space. We move along this path by repeatedly taking small steps in this direction, effectively calculating an integral across noise levels. This gradually transforms samples from a simple noise distribution into samples from a target distribution, and traces out the path that connects them. Can we train neural networks to directly predict this integral instead, in order to speed up sampling? Yes…
π₯ Read this trending post from Hacker News π π **Category**: π **What Youβll Learn**: Reporting Highlights An Essential Shot: Vitamin K shots, which help the blood to clot, are one of three key interventions for newborns, along with an antibiotic eye ointment and the hepatitis B vaccine.Β Increasing Rejections: The government doesnβt track vitamin K rejections, but hospitals have seen a rise in parents opting out of the shots for their newborns, often driven by unfounded fears.Β Troubling Data: Hundreds of children die each year from spontaneous bleeding in the brain, a common result of vitamin K deficiency, suggesting…
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**What Youβll Learn**: Just across the road from the site of the first international conference on transitioning away from fossil fuels, in Colombia, oil tankers routinely unload at the Pozos Colorados terminal, with its large tank farm.The tension between climate ambition and fossil-fuel dependency is at the heart of the meeting, which began Friday in the Caribbean city of Santa Marta. It has drawn more than 50 countries β from oil producers such as Nigeria to big consumers such as Germany, plus the European Union β in…
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**What Youβll Learn**: With the rather excellent Steam Controller now on its way to the lucky few that managed to order one, Valve has released a full set of CAD files for their new hardware. The idea is to let enterprising modders create their own Steam Controller add-ons, like skins, charging stands, grip extenders or smartphone mounts. The Valve release includes files for the external shell ("surface topology") of the Controller and Puck, with a .STP, .STL and engineering diagram of each device, with the latter showing areas…
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**What Youβll Learn**: Facebook Tweet Email Link Threads Ted Turner, the media maverick and philanthropist who founded CNN, a pioneering 24-hour network that revolutionized television news, died peacefully Wednesday, surrounded by his family, according to a news release from Turner Enterprises. He was 87. The Ohio-born Atlanta businessman, nicknamed βThe Mouth of the Southβ for his outspoken nature, built a media empire that encompassed cableβs first superstation and popular channels for movies and cartoons, plus professional sports teams like the Atlanta Braves. Turner was also an internationally known…
π Check out this insightful post from Hacker News π π **Category**: π‘ **What Youβll Learn**: I used to see that retro multi-stroke text effect quite often and tried to replicate it using the CSS text-stroke property, but the results never quite matched. Because text-stroke accepts a single value, stacking elements was the only workaround I could think of, though it didn't seem to work. (more…)
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**What Youβll Learn**: time for another Sun Ray blog post! I've had a few people email me asking for help setting up a Sun Ray server over the last few months, and despite my attempts to help them get it going there's been mixed results with running SRSS on OpenIndiana Hipster 2025.10.my Sun Ray server is still on an earlier OI snapshot, so I figured it was about time to try to actually follow the new guides myself.installing OI in a Proxmox VMfirst hurdle - VM configuration.…
π₯ Check out this trending post from Hacker News π π **Category**: π‘ **What Youβll Learn**: Seeking a self-starter for a fractional role. Currently NOT accepting applicants from: CA, MA, NJ, OR, WA, CT, IL, RI, MD, MI, NH, HI. Role is to support the team with organic growth engineering implementation and operations. This can range from designing AI tools for growth to hiring folks to do in-person canvassing off Craigslist! Growing the world's AI-native insurance broker still takes some IRL effort. Anyone with a growth mindset and a willingness to overcome operational obstacles to ensure experiment success are encouraged…
π₯ Explore this trending post from Hacker News π π **Category**: π‘ **What Youβll Learn**: Not many know this about me, but I am a huge fan of the gilded age and what America stood for in those times and what those great humans accomplished.Β Before electricity was the steam engine. It was located in a separate floor/building but with a central shaft transferring energy required for work. All the work had to be concentrated around this line. Initially with electricity, people changed the source from steam to electricity but kept the same design and then soon people started realizing electricity…
π₯ Check out this must-read post from Hacker News π π **Category**: π‘ **What Youβll Learn**: In this example, we are going to look at a program which simulates cooking an omelette: # first declare our resources onion = Ingredient("onion") pepper = Ingredient("pepper") eggs = Ingredient("egg", 3) cheese = Ingredient("cheese") knife = Utensil("knife") whisk = Utensil("whisk") grater = Utensil("grater") pan = Cookware("pan") # ...our recipe omelette = Recipe("omelette", β‘) # ...then our steps knife.dice(onion) knife.chop(pepper) whisk.beat(eggs) grater.grate(cheese) pan.cook(omelette, (onion, pepper, eggs, cheese)) With only one cook, there is no problem. However, if we introduce a second cook into the kitchen,…
