news.ycombinator.com
80.1 % on LoCoMo Long-Term Memory Benchmark with a pure open-source RAG pipelinehttps://news.ycombinator.com/item?id=46369736I just pushed the current SOTA on the LoCoMo long-term memory benchmark for agents: 80.1 % accuracy using only: -BGE-large-en-v1.5 (1024d) + FAISS-Custom “MCA” gravitational ranking (keyword coverage + importance + frequency)-BM25 sparse retrieval-Direct Cross-Encoder reranking (bge-reranker-v2-m3) on the full union (~120-150 docs)-Gpt-4o-mini only for final answer generation and judging (everything else is open weights or classic)Repo: https://github.com/vac-architector/VAC-Memory-System Key tricks that finally broke 80% :-MCA-first filter (coverage ≥ 0.1 → top-30) — catches exact-keyword questions early-Feeding the entire union straight into Cross-Encoder (112–135 documents) instead of pre-filtering-Proper query instruction for BGE-large (the classic “Represent this sentence for searching relevant passages”)The whole pipeline runs in < 3s per query on a single RTX 4090. LoCoMo is currently the hardest public long-term memory benchmark (5.880 real human–agent conversations, multi-hop,Dec 23, 2025 9:34 PM
github.com
Show HN: Luxury Yacht, a Kubernetes management apphttps://github.com/luxury-yacht/appHello, all. Luxury Yacht is a desktop app for managing Kubernetes clusters that I've been working on for the past few months. It's available for macOS, Windows, and Linux. It's built with Wails v2 (https://wails.io), so huge thanks to Lea Anthony for that awesome project. Can't wait for Wails v3.This originally started as a personal project that I didn't intend to release. I know there are a number of other good apps in this space, but none of them work quite the way I want them to, so I decided to build one. Along the way it got good enough that I thought others might enjoy using it.Luxury Yacht is FOSS, and I have no intention of ever charging money for it. It's been a labor of love, a great learning opportunity, and an attempt to try to give something back to the FOSS community that has given me so much.A word of caution, in case you care about this sort of thing -- I wrote this with AI assistance. I am, first and foremost, a platform/infrastructure engineer, not a software developeDec 23, 2025 6:30 AM
science.nasa.gov
Keeping Up with PACE: Summary of the 2025 PAC3 Meetinghttps://science.nasa.gov/science-research/earth-science/keeping-up-with-pace-summary-of-the-2025-pac3-meeting/Introduction Launched in Feb. 2024, NASA’s Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) mission is a cornerstone of Earth system science designed to deepen our understanding of how these environmental and biological components come together to influence our climate, carbon cycle, and ecosystems. PACE has funded three supporting components: the PACE Postlaunch Airborne eXperiment (PACE–PAX), the […]Dec 22, 2025 7:57 PM
news.ycombinator.com
Run Linux desktop on any recent Android phone or tablethttps://news.ycombinator.com/item?id=46357931Hi,We make a Linux desktop distribution that runs as an application on top of any Android phone or tablet. The only requirement is that the Android device needs to be rooted and use Google's standardized GKI kernel. Here is video of Linux desktop running on Snapdragon 8 Gen 3 (OnePlus Pad 2) : https://youtu.be/-QEq1EgUKP8?si=weaZ3c06plr1ZcAVWhile this is a high end device, you can also run Linux desktop on a budget tablet with only 4Gb memory (for example Walmart ONN 11" tablet ).We only support phones with HDMI output capability and we run Linux desktop on the secondary screens. Here is video of Linux desktop running on Snapdragon 8 Gen 1 based Motorola phone: https://youtu.be/hQqcjwKO9d0?si=LipYay5oe7hzhL2wOur latest Linux desktop is now based on Debian Trixie (13.2). You can download a free evaluation version from www.volkspc.org. Also we have created a FAQ page with answers to common questions from the Linux community.VasantDec 22, 2025 7:36 PM
nasa.gov
NASA Kennedy Top 20 Stories of 2025https://www.nasa.gov/centers-and-facilities/kennedy/nasa-kennedy-top-20-stories-of-2025/Teams at NASA’s Kennedy Space Center in Florida spent 2025 preparing the launch vehicle and its powerhouse SLS (Space Launch System) rocket to launch four astronauts around the Moon for Artemis II in early 2026. The center also celebrated milestones by conducting science experiments at the International Space Station to studying the Sun’s solar wind […]Dec 22, 2025 5:55 PM
github.com
Show HN: TinyDOCX – Word/ODT library (14x smaller than docx)https://github.com/Lulzx/tinydocxAfter posting tinypdf here, someone opened an issue asking for Word/OpenOffice support. I understand - sometimes you need an editable document, not a PDF.I didn't want to extend the library itself, so I built tinydocx:Dec 22, 2025 4:26 PM
spacedaily.com
Smart modeling framework targets 6G spectrum chaos in space air and ground networkshttps://www.spacedaily.com/reports/Smart_modeling_framework_targets_6G_spectrum_chaos_in_space_air_and_ground_networks_999.htmlTokyo, Japan (SPX) Dec 16, 2025 As wireless systems evolve from 5G to 6G, engineers are working toward networks that connect satellites in orbit, airborne platforms such as drones, and dense constellations of ground devices into a single space air ground integrated network or SAGIN. This convergence creates a complex electromagnetic environment where large numbers of signals overlap and interfere, making spectrum control and pDec 22, 2025 9:44 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a84d086fe454f7388c6aca587786028&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a811be9c4444911a8064310912773fa&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a810eca1adc449d95cea9b9ce8a7097&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a8115997dec4a588b425f41c6487ee1&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a81169677294e76990aa5e6dcc7309c&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a810b9728f846e9bd77a827af2e76c8&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a810db23e5b40cc8a4981b3546a28d8&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a847a437bc3413eafcc14a5a53e598a&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a810d14db5f4d41a456584cb5d7b285&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a811059fc6a4fa2b468f1c68d30c92a&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a811aec7d26440e8f31088e168f43ff&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a811b73d5b645e6b83bdcda1f9903a6&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
bing.com
25 Best Aesthetic Wallpapers for iPhone and Android [2026]http://www.bing.com/news/apiclick.aspx&aid=&tid=6a811d68e92c4935abdbe33421ccc1d9&url=https%3a%2f%2ftechpp.com%2f2025%2f12%2f22%2fbest-aesthetic-wallpapers-for-iphone-and-android%2f&c=14959676882974449134&mkt=en-usFrom calm landscapes and soft sunlight to minimal builds, abstracts, pets, and dark mode-friendly designs, this curated list of 25 aesthetic wallpapers helps your iPhone or Android feel fresh, clean, ...Dec 22, 2025 8:21 AM
