github.com
Show HN: Irpapers – Visual embeddings vs. OCR trade-offs in scientific PDFshttps://github.com/weaviate/query-agent-benchmarkingHey HN, we are releasing IRPAPERS to answer a highly pragmatic question: when building a RAG pipeline over PDFs, should you OCR the text or just embed the raw page images?Processing PDFs in production usually involves stringing together brittle OCR heuristics. While recent multimodal embeddings (like ColModernVBERT or ColPali) allow you to skip OCR entirely and retrieve directly from visual layouts, we wanted to measure if the computational overhead is actually worth the utility.The short answer: Transformer-based image pipelines won't be perfect for every use-case, but they fix exactly what OCR breaks.Here is what we found benchmarking 3,230 pages of dense scientific literature:Complementary Bottlenecks: Text representations (BM25 + dense vectors) are highly efficient for exact lexical constraints (e.g., finding a specific acronym like "HyDE"). Conversely, image embeddings shine on spatial architecture diagrams and t-SNE plots where OCR serialization just turns into structural garbageFeb 23, 2026 5:10 PM
news.ycombinator.com
Even as a fast dev, I wasn't fast enough for my ideas. Then came Vibe Codinghttps://news.ycombinator.com/item?id=46877447The Speed Trap of Modern DevI’ve always been a fast developer. I know my stack, I know my shortcuts. But there was still a painful latency between my mental architecture and the screen. My ideas always outpaced my output. No matter how fast I typed, the "Implementation Friction" was a tax on my creativity.The 10x Shift: Moving at the Speed of ThoughtVibe Coding didn't just make me "better" — it removed the mechanical bottleneck. I’m no longer translating thoughts into code; I’m describing the vibe of the system and watching it manifest.The Result: I’m building things alone that previously required a dedicated team or a month-long sprint.The High: The dopamine hit isn't just about "it works." It’s the rush of zero latency. It's the feeling of your brain being directly plugged into the compiler.The "Dark Side" of Hyper-FlowBut here’s the rub: When you remove the friction, you remove the "sanity check."The Addiction: The feedback loop is so fast that it becomes a slot machine. Each promptFeb 3, 2026 9:19 PM
spacedaily.com
How College Students Really Afford Rent And Groceries Nowhttps://www.spacedaily.com/reports/How_College_Students_Really_Afford_Rent_And_Groceries_Now_999.htmlLos Angeles CA (SPX) Jan 06, 2026 Many college students say that rent and basic food costs feel harder to manage than any other part of school. It's not unusual for students to work, budget, and still feel short at the end of the month. This leaves a lot of them unsure of how to cover the gap without taking on too much stress.Jan 6, 2026 9:17 AM
spacedaily.com
Satellite and model fusion boosts China solar radiation forecastshttps://www.spacedaily.com/reports/Satellite_and_model_fusion_boosts_China_solar_radiation_forecasts_999.htmlTokyo, Japan (SPX) Dec 31, 2025 The intermittent output of solar power creates challenges for grid operators who must keep supply and demand in balance. Traditional numerical weather prediction models often handle cloud initialization poorly, which degrades ultra-short-term solar irradiance forecasts over time. Researchers Min Chen and Liangchen Guo of the Institute of Urban Meteorology at the China Meteorological AdminiJan 1, 2026 2:02 AM
spacedaily.com
Quantum fuzzy spacetime may reshape gravity theoryhttps://www.spacedaily.com/reports/Quantum_fuzzy_spacetime_may_reshape_gravity_theory_999.htmlBerlin, Germany (SPX) Dec 08, 2025 A team at TU Wien has developed a new way to connect quantum theory with general relativity by quantizing the spacetime metric and analyzing how this affects the paths that particles follow under gravity. Their work focuses on geodesics, the curves that represent the shortest connection between two points in curved spacetime and that underlie most applications of Einstein's theory, such as the oDec 8, 2025 11:59 AM
crowdsupply.com
Show HN: Modos Developer Kit Live on Crowd Supplyhttps://www.crowdsupply.com/modos-tech/modos-paper-monitorToday, we’re launching our first product on Crowd Supply: a fast, open-hardware dev kit for driving e-ink displays.It supports 75Hz refresh, both color and monochrome panels, and more.This all started with a post on Hacker News about building an e-ink laptop. That post led to conversations with makers, minimalists, and others exploring how e-ink could fit into daily life, or help with personal health challenges. From those conversations came a community, which grew into a project, became a company, and brought us to today’s launch.We bootstrapped from the beginning, pushing through COVID shutdowns, chip shortages, shipping delays, and adapting to every new challenge along the way.We haven’t built the e-ink laptop yet, but we’ve built a foundation for creating high-performance e-ink devices.We’re sharing our small contribution today in hopes that it helps make e-ink more open and accessible.Thanks for being part of the journey.Aug 4, 2025 5:16 PM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853ad7fe9c446cbda2454b5c2deb0b&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853ac9722c4f6abdf5a2332d361f8a&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853a6bb634404eafcdd18e6f85133b&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853c74af3442e2bf43d8dea2a097af&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853ab86faf49f38f68d95beb59655b&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a852f7c2688462eb941d644b8550b15&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853b21d27549e7ad32c520d530882c&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Xbox Elite Wireless Controller 2 Is Overkill for Most People, but Still Delivers an Epic Gaming Experiencehttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a854696839e4c648478081927728acc&url=https%3a%2f%2fwww.cnet.com%2ftech%2fgaming%2fxbox-elite-wireless-controller-series-2-review-overkill-for-most-people-but-still-delivers-an-epic-gaming-experience%2f&c=15698597056301107538&mkt=en-usThe Xbox Elite Wireless Controller Series 2 (or Elite 2 for short) has arguably been the industry gold standard for a pro-level game controller for the past decade. Over the years dozens of ...Jul 2, 2025 10:00 AM
bing.com
Lauren Sanchez Shares First Wedding Photo, Changes Instagram Bio to Include Jeff Bezos’ Namehttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a88c54250434bb4b0001fb4e0038a81&url=https%3A%2F%2Fwww.justjared.com%2F2025%2F06%2F27%2Flauren-sanchez-shares-first-wedding-photo-changes-instagram-bio-to-include-jeff-bezos-name%2F&c=7266487195847526344&mkt=en-usJeff Bezos and Lauren Sanchez have officially tied the knot and they’ve shared the first photo from their wedding! Shortly after walking down the aisle as newlyweds, Lauren took to Instagram to share ...Jun 27, 2025 2:20 PM
bing.com
When do the 2024-25 NFL Playoffs start? Schedule, scores for 2024 postseasonhttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8914906c444efdaac08e543e6b3da4&url=https%3A%2F%2Fwww.nbcsports.com%2Fnfl%2Fnews%2Fwhen-do-the-2024-25-nfl-playoffs-start-schedule-start-date-for-2024-postseason&c=689346792606494941&mkt=en-usThe 2024-2025 NFL Playoffs have been nothing short of thrilling! After three weeks of intense playoff action, the stage is set for Super Bowl 2025. The two-time defending Super Bowl champions, the ...Jan 28, 2025 3:38 AM
bing.com
When do the 2024-25 NFL Playoffs start? Schedule, scores for 2024 postseasonhttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a88f88894ee44c393272453c9defb2d&url=https%3A%2F%2Fwww.nbcsports.com%2Fnfl%2Fnews%2Fwhen-do-the-2024-25-nfl-playoffs-start-schedule-start-date-for-2024-postseason&c=689346792606494941&mkt=en-usThe 2024-2025 NFL Playoffs have been nothing short of thrilling! After three weeks of intense playoff action, the stage is set for Super Bowl 2025. The two-time defending Super Bowl champions, the ...Jan 28, 2025 3:38 AM
bing.com
Doctor jokeshttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a88c57c490740849f98dcf105c45369&url=https%3A%2F%2Fwww.rd.com%2Farticle%2Fdoctor-jokes%2F&c=85070081328804835&mkt=en-usDoctor: “There’s good news and bad news. The bad news is, you have partial short-term memory loss.” Patient: “Oh no, Doctor. What’s the bad news?” Doctor: “Which do you want first, the good news or ...Oct 22, 2024 11:56 AM
bing.com
The Gap Between Minimum Wage and the Cost of Living in Every Statehttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a89302ba2cc41d7a5a49b4574619041&url=https%3A%2F%2Ffinance.yahoo.com%2Fnews%2Fgap-between-minimum-wage-cost-040007375.html&c=7627279908084913800&mkt=en-usIn the states where a minimum wage job will get you closest to paying your bills, you'll still come up about $14,000 short each year. In another state, the gap is $73,000 and you would have to work 2 ...Jul 16, 2024 9:00 PM
bing.com
The 12 best Content Warning modshttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a895ac49426428eac8f2df6c886fc1f&url=https%3A%2F%2Fwww.pcgamesn.com%2Fcontent-warning%2Fmods&c=11202477859470830470&mkt=en-usWhat are the best Content Warning mods? Shortly after its release on April Fool's Day 2024, the hilarious and chaotic Content Warning took the world by storm as thousands descended into the terrifying ...May 9, 2024 7:18 AM
