🚀 Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Cloudflare's rapid growth as a cloud service is due in part to its many unique technologies. Technologies like Anycast and same-IP access are just a few examples, and it was CTO and co-founder Lee Holloway who created these mechanisms. However, he was forced to step down due to a serious brain disease (FTD). This article explores the technological achievements he left behind and the tragedy of the illness that came to light. Text by Masaichi UrabeBorn into an Apple FamilyLee Holloway was born in California,…
🔥 Discover this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The human genome is made of about 3 billion base pairs of DNA — but much of it remains a mystery. Scientists understand the 2% of the human genome that codes for proteins relatively well, but have only limited knowledge of the remaining 98%. Our AlphaGenome model has already shown how single changes in these non-coding DNA regions can disrupt molecular processes like protein production, but the bigger picture remained unclear.Today, we're introducing AlphaGenome Atlas, a database that predicts the effects of every possible single…
💥 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: One interesting thing about transformer-based large language models are that, during the generation phase, it is able to draw information from any of its previous tokens. But it needs to be selective; if every token affects the generation equally, it won't be very effective. This process needs a mechanism to decide how much a token affects the next token.Turns out, we can visualize this mechanism!You can tap or hover over any of the generated tokens to see the past tokens that affected* the generation.…
🚀 Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: As a leading researcher on suicide, Matthew K. Nock knows the subject’s grim statistics by heart. Suicide is the second-leading cause of death for Americans aged 10 to 34, trailing only accidents. It claims more lives around the world each year than war, genocide, homicide, and all other violence combined. And 50 percent of people who died by suicide saw a clinician in their final month, according to multiple studies in recent decades, including Nock’s own research.For Nock, that last statistic is both agonizing and motivating. Some…
🔥 Explore this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: TL;DR — Kimi K3 (2.8T-parameter MoE, 1.45 TB of expert weights) running on one M5 Max MacBook Pro with 128 GB, experts streamed from four SSDs. 1.00 tok/s steady decode over a 512-token answer; 1.13 over 128; 0.96 on the public 17-token prompt (upstream reported 0.68). The honest limit: a 512-token prompt takes ~6.3 minutes to its first token. Cause found (prefill re-reads each layer's experts 8×), fix planned, not built. Useful findings: one drive gives ≈52% of four-drive speed, two ≈73%, three ≈90% —…
🚀 Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: I was planning to build an e-ink display when I came across the Xteink X3 online. Somewhere in the fine print, it said the thing was fully programmable. I was sold. When it arrived, I liked how flat it was. It felt solid in my hand. I started adding things to the CrossPoint firmware: a different boot animation, dice I could roll by shaking the reader, a LinkedIn QR code for SF networking events. But getting stuff onto it was tedious. I had to join…
🚀 Explore this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Hand-hatched surfaces after the mid-century manner of Francis, Apéry, Hilbert–Cohn-Vossen. Drag to turn the model freely (shift-drag to roll it); scroll to approach. Sources & method The drawing is made of strokes, not pixels. Silhouettes are the zero set of n·v on the mesh (found with interpolated normals, so they chain into smooth curves), boundaries and the double curve of an immersion are added as further chains, and all of them are drawn as tapered ribbons with a broad-nib pen model, weight that grows on…
💥 Explore this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: August 27, 2026 So you just downloaded an animated 3D character .glb file on a free assets website. You have a basic Bevy application running. Now you want to spawn your character in your Bevy app. Easy enough, there's probably a function for that. You look up the basic Animated Mesh example on Bevy's website... and it quickly becomes apparent that things are not as simple as you've hoped. There's a lot of setting things up, animation-related types whose exact purpose is not obvious... You…
🚀 Read this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Today, we’re releasing Mercury 2.5, our most capable production model yet. It is a significant step up in quality over Mercury 2, with the same low-latency, low-cost serving profile. Since Mercury 2’s launch, thousands of developers have built with it, dozens of enterprises have put it into production, and usage has grown over an order of magnitude. It now serves latency-sensitive workloads across search, voice, and coding products.Those workloads gave us a clearer signal than benchmarks alone. We used customer feedback and production failure cases…
🔥 Check out this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: In several debates online about function colors over the years, people have argued the apparently reasonable position that function arguments can constitute colors as well. For instance, in Go, there is a context.Context value, which manages timeouts, cancellation, and a small amount of data that can be threaded through various functions. It is, by design, intended to be something passed through functions even if the receiver doesn’t use it directly but only passes it along. Generally, once one function starts using a context, you…
