beautyarena.vercel.app
Show HN: Beauty Arena – An Elo-based experiment to measure aestheticshttps://beautyarena.vercel.appHi HN,I built Beauty Arena to solve a data problem I've always found annoying: absolute rating scales (1-10) are terrible for subjective data. They suffer from massive inflation and inconsistent user baselines (one person's 7 is another person's 5).I wanted to test if pairwise comparison (1v1) could produce a cleaner, strictly relative dataset.Instead of asking "How beautiful is this person?", the system asks a simple question: "Who do you choose?". It uses a ranking system inspired by competitive games (Elo/Glicko) under the hood. As users vote, a global ranking emerges based on win/loss ratios against others rather than accumulated points.I'm curious about the "wisdom of the crowd" limits here. Does a pairwise sort actually converge on a clear consensus, or does it cycle indefinitely due to intransitive preferences (A > B, B > C, but C > A)?I'd love feedback on the ranking methodology and the overall UI.Dec 30, 2025 12:56 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

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

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
news.ycombinator.com
Show HN: Interlock – Circuit breaker for AI infrastructure with signed auditshttps://news.ycombinator.com/item?id=46321932Interlock is a drop-in circuit breaker for AI systems (Express, FastAPI, core library) that tracks confidence, refuses low-certainty responses, and generates cryptographically signed certification artifacts and incident logs. It includes CI-driven stress tests, a certification badge, and reproducible benchmarks. Repo + quickstart: https://github.com/CULPRITCHAOS/InterlockWhat it doesTracks AI confidence, hazards, and triggers a reflex (refuse/degrade) rather than silently returning incorrect answers. Produces tamper-evident audit trails (HMAC-SHA256 signed badges, incident logs, validation artifacts). Ships middleware for Express and FastAPI; adapters for 6 vector DBs (Pinecone, FAISS, Weaviate, Milvus, LlamaIndex, LangChain). CI workflows to test, stress, benchmark, and auto-generate certification badges. Evidence artifacts are preserved and linkable. Why it mattersMany systems log “success” when an LLM confidently hallucinates. Audit trails and refusal policies matter for safety, comDec 19, 2025 3:16 AM

science.nasa.gov
NASA’s Hubble Sees Asteroids Colliding at Nearby Star for First Timehttps://science.nasa.gov/missions/hubble/nasas-hubble-sees-asteroids-colliding-at-nearby-star-for-first-time/Like a game of cosmic bumper cars, scientists think the early days of our solar system were a time of violent turmoil, with planetesimals, asteroids, and comets smashing together and pelting the Earth, Moon, and the other inner planets with debris. Now, in a historical milestone, NASA’s Hubble Space Telescope has directly imaged similar catastrophic […]Dec 18, 2025 7:00 PM
bing.com
You’re Probably Not Washing Your Sheets Enough. Here’s the Timeline You Should Followhttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a88c4ed79d2450f98cc375d749559eb&url=https%3A%2F%2Fwww.cnet.com%2Fhealth%2Fsleep%2Fhow-often-wash-sheets%2F&c=13247811384534739077&mkt=en-usClimbing into bed after a long day can only be made better by one thing: freshly washed sheets, especially if they’re warm straight out of the dryer. Yet, even though this feeling may fill us with joy ...Dec 18, 2025 5:38 AM
bing.com
Defense bill passes with troop raise, pushes Hegseth over Venezuelahttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8993b51fff4639ae65ee8925eeebd6&url=https%3A%2F%2Fwww.usatoday.com%2Fstory%2Fnews%2Fpolitics%2F2025%2F12%2F17%2Fwhats-in-congress-defense-policy-bill%2F87776564007%2F&c=15227013500707148149&mkt=en-usWASHINGTON – Just before lawmakers headed home for the holidays, they passed a 3.8% pay raise for all military service members. The wage increase, effective Jan. 1, 2026, was one of several key ...Dec 17, 2025 1:57 PM

esa.int
20 years in Antarcticahttps://www.esa.int/Science_Exploration/Human_and_Robotic_Exploration/20_years_in_AntarcticaFor two decades, ESA has sent a medical doctor to brave the cold and more for 13 months at Concordia station in Antarctica, one of the most remote places on Earth. This unique environment – isolated, confined and extreme – mirrors many of the psychological and physiological challenges astronauts face in space. By studying life at Concordia, scientists can better understand these effects, develop countermeasures and prepare for future human missions beyond Earth.Dec 15, 2025 1:36 PM
aiocmaker.com
Show HN: Hazbin Hotel OC Maker – Create Original Characters with AIhttps://aiocmaker.com/oc-maker/hazbin-hotel-oc-makerHi HNI built a Hazbin Hotel OC Maker, an AI-powered tool that helps fans create original characters (OCs) inspired by the Hazbin Hotel universe.As a fan myself, I noticed that many creators struggle to turn vague ideas into a complete OC — especially when it comes to personality, backstory, visual traits, and tone consistency with the Hazbin Hotel style. Most tools focus only on images or only on text, so I wanted to combine both into a single workflow.What it doesGenerates original Hazbin Hotel–style characters (not existing canon characters)Helps define:Name & demon typePersonality traitsBackstory & motivationsVisual description suitable for artists or AI image toolsDesigned for writers, roleplayers, and artistsWorks entirely in the browser, no setup requiredWhy I made itI’m building a broader AI OC creation platform, and this is one of the first focused generators aimed at a specific fandom. Hazbin Hotel has a very distinct tone and aesthetic, which made it an interesting challenge Dec 14, 2025 5:56 AM

spacenews.com
Building the future of space defensehttps://spacenews.com/building-the-future-of-space-defense/In this episode of Space Minds, host Mike Gruss sits down with Matt Magaña, President of Space, Defense & National Security at Voyager Technologies, to explore one of the most consequential national security space stories of 2025: Golden Dome. The post Building the future of space defense appeared first on SpaceNews.Dec 11, 2025 2:50 PM

spacedaily.com
Space shuttle design study maps path to breakthrough inventionshttps://www.spacedaily.com/reports/Space_shuttle_design_study_maps_path_to_breakthrough_inventions_999.htmlLos Angeles CA (SPX) Dec 05, 2025 Researchers examining NASA's space shuttle development argue that the agency's design approach offers a template for creating breakthrough products that combine many interdependent features, from launch systems to smartphones and pharmaceuticals. They focus on how NASA generated internal knowledge for the shuttle program between 1969 and 1971, when engineers had to balance performance, cost, andDec 10, 2025 10:49 AM

spacedaily.com
Space tested menstrual cup backs astronaut health on long missionshttps://www.spacedaily.com/reports/Space_tested_menstrual_cup_backs_astronaut_health_on_long_missions_999.htmlLos Angeles CA (SPX) Dec 08, 2025 Astrobiologist Ligia Coelho and collaborators have shown that a standard silicone menstrual cup can tolerate spaceflight conditions, opening another option for managing menstruation on long-duration missions. Coelho, a 51 Pegasi b Postdoctoral Fellow in astronomy in Cornell Universitys College of Arts and Sciences and a fellow at the Carl Sagan Institute, leads AstroCup, a volunteer groupDec 8, 2025 11:59 AM
news.google.com
Unpopular opinion: if the leaks are correct, the Galaxy S26 Ultra will finally look like it belongshttps://news.google.com/rss/articles/CBMi1AFBVV95cUxQNVBLWFktYk5aSTRVaWxBcVNONGhNR1QtdFM5VU1OZEdidElvYjVfSlAzTWlHV0lUb28yUFRSYnVxZjh1Rkdsc3RzNUlROF8tV3hXeTJEQ1Jvb2VFemJZSnFJN0lYY25XR1hKODR3cVRoV2dYVlE4Q3ljZFFfUjBOcUpoSFQyWldiUjZmTVN6blo4cERWQlRtcGxmVDRWeWE3VVZwbVk4NmdBRkd0T0VJNlU2VnVITkgzZW5SU1RmbklvT0FpS0pLMUs0UDlXNW5vS2ExZA?oc=5Unpopular opinion: if the leaks are correct, the Galaxy S26 Ultra will finally look like it belongs PhoneArenaDec 7, 2025 8:00 AM
github.com
Show HN: A Call of Duty event clipper and compilation maker using Python and AIhttps://github.com/karimm-ai/NiceShot_AIHi HN,I solo-developed a Python tool that automatically finds and extracts key gameplay moments from long Call of Duty: Black Ops 6 gameplay videos. Saving hours of manual scrubbing through VODs to find highlights, kills, and other events.The tool does these things:Ingests long-form gameplay videos.Applies computer vision to detect (kills, deaths, medals)Generates raw highlight clips or compilations without needing manual trimming. Output: individual clips or a concatenated compilationPerforms bulk BO6 VODs analysis on a full Twitch channel.GitHub (work in progress or demo repo): [https://github.com/karimm-ai/NiceShot_AI]Would definitely love any feedback regarding the tool or monetization methods.Thanks.Dec 5, 2025 9:14 PM

spacenews.com
Celestis Selects Stoke Space’s Nova for Infinite Flight: Humanity’s Next Deep-Space Memorial Missionhttps://spacenews.com/celestis-selects-stoke-spaces-nova-for-infinite-flight-humanitys-next-deep-space-memorial-mission/HOUSTON, TX – December 3, 2025 – For more than three decades, Celestis, Inc. has transformed remembrance into exploration, sending the names, ashes, and DNA of pioneers and visionaries into […] The post Celestis Selects Stoke Space’s Nova for Infinite Flight: Humanity’s Next Deep-Space Memorial Mission appeared first on SpaceNews.Dec 4, 2025 3:53 PM
bing.com
How does blockchain technology work? [Ultimate guide]http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a898d3e9ec244188d67580b03a7cd01&url=https%3A%2F%2Fwww.msn.com%2Fen-us%2Fmoney%2Fother%2Fhow-does-blockchain-technology-work-ultimate-guide%2Far-AA1RICyf&c=1367454203075798473&mkt=en-usHave you ever felt lost trying to understand blockchain? You are not the only one. Most people hear "blockchain" and immediately think of confusing tech jargon. But at its core, a blockchain is just a ...Dec 4, 2025 7:02 AM
news.google.com
Black Friday vs. Cyber Monday: These Shopping Categories Are Expected to Be Cheaper This Weekhttps://news.google.com/rss/articles/CBMixgFBVV95cUxQRjJRMHN1bWJXUlFDUE5SU3lQZE1PblVWaWRsR0VueWtWUVVwUWZoUjRDNDRhVjZuSHVCLTR4R21tVmN6VWI0VDVOV2NFOGNVUUg5Sm1jWW1jRnZZa0FQZzNCUXVSc3JBUDZlRWppaWk2MWh6NzBkOXBnTHV3bGxzWGhWYzA1eXZBQWd5UUFveE1aRnFxVWZvM0NONnp2SlpmelhQNW5GeFczR0lCdURsLWI1UHZyWWI0MlRNNmZrUjFvM1ZpQVE?oc=5Black Friday vs. Cyber Monday: These Shopping Categories Are Expected to Be Cheaper This Week Rolling StoneDec 1, 2025 8:00 AM
news.ycombinator.com
I changed my address, and TransferWise in two days will empty my accounthttps://news.ycombinator.com/item?id=46083321I have a UK one-man company, through which I work as an IT contractor.Recently, I changed the address.TransferWise then KYCed, and requires;1. A bank statement.2. A utility bill.There are no other bank accounts, and it's a one-man company; there's no rental, no phone bill, no water bill - there is a server bill, for the server the company web-site is on, and this TransferWise have refused.To date, TransferWise stated in their communications that if I could not prove the address, the account would become emit-only; I could not pay money in.I have just received a message from TransferWise that in two days, all funds in the account will be refunded.This is wholly different to what was said before, and I'm not clear about what it means : refunded? to whom? me? to those who paid in the funds?This message from TransferWise has come Friday evening. It seems to me if I now move funds out of the account to other bank accounts, this will not occur over the weekend, and so not until Monday morninNov 28, 2025 10:24 PM
bing.com
Miriam Shor is sworn to secrecy about new sci-fi show 'Pluribus'http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a89a14b9804408f947cb3c773281e82&url=https%3A%2F%2Fwww.yahoo.com%2Fentertainment%2Ftv%2Farticles%2Fmiriam-shor-sworn-secrecy-sci-130120414.html&c=2066915196935796511&mkt=en-usAdd Yahoo as a preferred source to see more of our stories on Google. "Pluribus," the mind-blowing Apple TV drama from Vince Gilligan, is one of the most fascinating shows of the year. It's also one ...Nov 28, 2025 5:01 AM