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Learn Your Way: Reimagining Textbooks with Generative AI

news.ycombinator.com Unknown 2025-09-23 02:42:56

Grounded in learning, built for the student Our approach is built on two key pillars that work together to augment the learning experience: (1) generating various multimodal representations of the content, and (2) taking foundational steps toward personalization. The seminal dual coding theory states that forging mental connections between different representations strengthens the underlying conceptual schema in our brain. Subsequent research indeed showed that when students actively engage wi

Topics: approach content material personalization representations
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Ask HN: Generalists, when do you say "I know enough" about any particular topic?

news.ycombinator.com Unknown 2025-09-28 18:51:18

The idea is generalists know a lot about everything and when to pass it off to a subject matter expert. In 2025, with everything in tech changing by the minute, I’m realizing I need to set boundaries about how deep I go on any particular topic. But I’m unsure how. Particularly if I don’t want to get left behind as things continue to evolve. Curious how other folks approach this?

Topics: 2025 approach boundaries changing continue
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Bild AI (YC W25) Is Hiring

news.ycombinator.com Unknown 2025-10-06 23:01:06

Puneet and I (Roop) founded Bild AI to tackle the mess that is blueprint reading, cost estimation, and permit applications in construction. It's a tough technical problem that requires the newest CV and AI approaches, and we’re impact-driven to make it more efficient to build more houses, hospitals, and schools. Featured on Business Insider . Bild AI is an early-stage startup with a ton of really difficult technical challenges to solve. We're building blueprint understanding with a model-garden

Topics: ai approach bild blueprint technical
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Our Favorite Smart Lock for Your Front Door Is Just $164 Right Now

wired.com Brad Bourque 2025-10-15 07:27:22

Is your current smart lock frustrating you endlessly, like mine is? The Yale Approach Smart Lock (8/10, WIRED Review) is currently marked down to just $164 on Amazon, a healthy 32% discount on our editors' top pick for smart locks. This sale comes at a perfect time, because I was just complaining about the fingerprint reader on mine no longer working. The Yale Approach uses part of your existing deadbolt, which is great news for renters who don't want to make major changes. You'll also get to u

Topics: approach just lock smart yale
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Turning Claude Code into my best design partner

news.ycombinator.com Unknown 2025-11-04 03:06:03

Published on August 18, 2025 When I first started using Claude Code, I had a naive approach to working with it. I would describe the task directly in the prompt, press Enter, and cross my fingers. If the agent made mistakes, I would tell it how to fix them. For small tasks, this can be good enough, but as the task grows in complexity, this approach reveals several significant drawbacks. When Simple Doesn’t Scale The first problem is that the conversation becomes the only source of truth about

Topics: approach code document implementation plan
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Turning Claude Code into My Best Design Partner

news.ycombinator.com Unknown 2025-11-04 09:06:03

Published on August 18, 2025 When I first started using Claude Code, I had a naive approach to working with it. I would describe the task directly in the prompt, press Enter, and cross my fingers. If the agent made mistakes, I would tell it how to fix them. For small tasks, this can be good enough, but as the task grows in complexity, this approach reveals several significant drawbacks. When Simple Doesn’t Scale The first problem is that the conversation becomes the only source of truth about

Topics: approach code document implementation plan
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The power of two random choices (2012)

news.ycombinator.com Marc Brooker 2025-11-03 08:49:43

My name is Marc Brooker. I've been writing code, reading code, and living vicariously through computers for as long as I can remember. I like to build things that work. I also dabble in machining, welding, cooking and skiing.I'm currently an engineer at Amazon Web Services (AWS) in Seattle, where I work on databases, serverless, and serverless databases. Before that, I worked on EC2 and EBS.All opinions are my own. The power of two random choices In many large-scale web services, multiple laye

Topics: approach balancing best load random
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The power of two random choices

news.ycombinator.com Marc Brooker 2025-11-03 14:49:43

My name is Marc Brooker. I've been writing code, reading code, and living vicariously through computers for as long as I can remember. I like to build things that work. I also dabble in machining, welding, cooking and skiing.I'm currently an engineer at Amazon Web Services (AWS) in Seattle, where I work on databases, serverless, and serverless databases. Before that, I worked on EC2 and EBS.All opinions are my own. The power of two random choices In many large-scale web services, multiple laye

Topics: approach balancing best load random
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Lessons learned from building a sync-engine and reactivity system with SQLite

news.ycombinator.com Unknown 2025-11-17 15:51:50

Over the last couple of months, I've been trying to build the dream: A local-first, end-to-end encrypted and reactive app, with all of the user's data in a local SQL database but continually synced to a remote server. This article summarizes my learning and how I ended up building a minimal sync engine for SQLite with full reactivity. First Try: PGlite and Electric My first try was with Electric and a WASM-based version of PostgreSQL called PGlite that can run directly in the browser. I ev

Topics: approach database electric server sqlite
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Analyzing Control Flow More Like a Human [video]

news.ycombinator.com Unknown 2025-12-07 10:26:04

Time and Location Date: Wednesday, August 6 Wednesday, August 6 Time: 1:00-2:00PM 1:00-2:00PM Location: Luddy Hall 1104 Abstract Control-flow analysis has been around for over four decades. Over this time period, the typical formulation has remained essentially an exhaustive analysis over whole programs—an analyzer ingests an entire higher-order program and produces a flow fact for each point therein. An alternative approach is demand-driven. Implementing this approach, an analyzer allows t

Topics: analyzer approach august flow time
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VTuber agency VShojo shuts down after talent exodus

theverge.com Ash Parrish 2026-01-01 05:49:44

VShojo has failed and I’ve mismanaged the company into the situation you’re all witnessing. So today I am sharing the difficult news that VShojo is shutting down, and I take full responsibility for the decisions that led us to this point. I’ve been doing everything I can to fundraise and right the ship these past few months, but despite my efforts, we are in a worse position, and those I care about are now paying the price. Over the past few years, we raised around $11 million to pursue a bol

Topics: approach believed community cover efforts
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Stranger Things 5’s first trailer promises an epic showdown

theverge.com Andrew Webster 2026-01-18 15:05:31

The fall of 1987. Hawkins is scarred by the opening of the Rifts, and our heroes are united by a single goal: find and kill Vecna. But he has vanished — his whereabouts and plans unknown. Complicating their mission, the government has placed the town under military quarantine and intensified its hunt for Eleven, forcing her back into hiding. As the anniversary of Will’s disappearance approaches, so does a heavy, familiar dread. The final battle is looming — and with it, a darkness more powerful

Topics: 1987 anniversary approaches battle complicating
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The 40 best Prime Day deals you can get for under $25

theverge.com Brandon Russell 2026-01-27 12:07:19

The end of Amazon Prime Day is quickly approaching, meaning there isn’t much time left to save on some of the best deals we’ve seen all year. The good news? You have until 12AM ET on July 12th to pick up whatever it is you’re looking for. You can still save on several Verge favorites, too, including noise-canceling headphones, gaming laptops, and a wealth of smart home devices. And if you’re working with a tight budget, there are plenty of deals to be had for $25 or less.

Topics: 12am 25 approaching deals save
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Attimet (YC F24) – Quant Trading Research Lab – Is Hiring Founding Researcher

news.ycombinator.com Unknown 2026-02-04 10:00:53

You’ll be given the autonomy to do some of the best work for your life. We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-tim

Topics: approaching ideas markets research systems
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Walmart cracks enterprise AI at scale: Thousands of use cases, one framework

venturebeat.com Louis Columbus 2026-02-24 05:54:19

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Walmart continues to make strides in cracking the code on deploying agentic AI at enterprise scale. Their secret? Treating trust as an engineering requirement, not some compliance checkbox you tick at the end. During the “Trust in the Algorithm: How Walmart’s Agentic AI Is Redefining Consumer Confidence and Retail Leadership” session at V

Topics: ai approach associates gosby walmart
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The battle-tested tips CEOs swear by when change hits from every direction

zdnet.com Vala Afshar 2026-02-28 10:04:28

StudioGraphic / Getty Images As I interview some of the brightest minds in technology, business and leadership for my weekly podcast DisrupTV, one thing became crystal clear: we're not just experiencing an AI revolution -- we're in the midst of multiple technological revolutions converging simultaneously. This combinatorial effect makes this even more game changing than the internet, because the internet was just one revolution. Also: 4 ways to turn AI into your business advantage As such, th

Topics: ai approach dr leaders organizations
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Attimet (YC F24) – Quant Trading Research Lab – Is Hiring Founding Engineer

news.ycombinator.com Unknown 2026-03-12 13:00:36

You’ll be given the autonomy to do some of the best work of your life. We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time

Topics: approaching ideas markets research systems
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A Deep Learning Alternative Can Help AI Agents Gameplay the Real World

wired.com Will Knight 2026-03-22 14:30:38

A new machine learning approach that draws inspiration from the way the human brain seems to model and learn about the world has proven capable of mastering a number of simple video games with impressive efficiency. The new system, called Axiom, offers an alternative to the artificial neural networks that are dominant in modern AI. Axiom, developed by a software company called Verse AI, is equipped with prior knowledge about the way objects physically interact with each other in the game world.

Topics: ai approach learn learning work
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California Nominates Steve Jobs for Its American Innovation $1 Coin

news.ycombinator.com State Of California 2025-11-17 06:48:05

This week, Governor’s Office of Business and Economic Development (GO-Biz) Director Dee Dee Myers presented the state’s nomination of Jobs and his legacy to the Citizens Coinage Advisory Committee (CCAC), which will take design recommendations to the Treasury Secretary for final approval. This project is led and facilitated by the U.S. Mint. California’s coin will be produced and made available in 2026. Steve Jobs’ legacy of innovation Jobs’ legacy spans industries and products: Jobs was the c

Topics: approach jobs legacy make technology
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