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Show HN: System Prompt Learning – LLMs Learn Problem-Solving from Experience

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-05 10:29:02

I built a system that lets LLMs automatically learn and improve problem-solving strategies over time, inspired by Andrej Karpathy's idea of a "third paradigm" for LLM learning. The basic idea: instead of using static system prompts, the LLM builds up a database of strategies that actually work for different problem types. When you give it a new problem, it selects the most relevant strategies, applies them, then evaluates how well they worked and refines them. For example, after seeing enough

Keywords: basic learning problem prompts strategies

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Ask HN: How are parents who program teaching their kids today?

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-05 05:27:54

Father of two here. I started coding in BASIC when I was 8 and fell in love with computers. It evolved into a passion for building products, and it has been my life's career. My son is showing interest in programming, mostly because, like other kids, he wants to make games. That's what got me started, too :) We've been working with Scratch and GameMaker, and I’ve been focusing on fundamentals like logic, structure, and problem-solving. It's really about getting him experience breaking problems

Keywords: bad focusing fundamentals guy problems

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Show HN: Every problem and solution in Beyond Cracking the Coding Interview

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-05 05:06:13

Hey HN, I'm Aline, founder of interviewing.io and one of the authors of Beyond Cracking the Coding Interview (the official sequel to CTCI). We just compiled every problem (and solution) in the book and made them available for free. There are ~230 problems in total. Some of them are classics like n-queens, but almost all are new and not found in the original CTCI. You can read through the problems and solutions, or you work them with our AI Interviewer, which is also free. I'd recommend doing A

Keywords: ai ctci difficulty interviewer problems

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Asrock confirms Ryzen 9000 failures caused by its BIOS settings, offers to fix motherboards

Source: techspot.com | By Rob Thubron

Published on: 2025-06-07 13:19:00

What just happened? Asrock has gone on record to confirm that it is solely responsible for the more than 108 Ryzen 9000 chips that have failed in the company's motherboards. An executive confirmed that the problem relates to Asrock's BIOS settings, and that it isn't an AMD issue. Earlier this week, YouTube channel Tech Yes City visited the Asrock booth at Computex to ask about the Ryzen 9000 failure problem on its boards. A rep said it was due to the Electric Design Current (EDC) and Thermal De

Keywords: asrock bios cpu motherboards problem

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I started a little math club in Bangalore

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-08 22:39:24

I started a little math club in Bangalore. Why Since finishing college a few years ago, studying math has been a mostly solitary pursuit for me. While I enjoy exploring new concepts and solving problems on my own, I often miss the collaborative spirit of my academic days. Back then, my friends and I would gather to discuss homework problems, share insights, and learn from each other. There was a unique joy in exploring ideas together, something that’s hard to replicate alone. I’d love to brin

Keywords: 2025 com math meetup problems

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Google is planning a big Tensor shakeup. Too little, too late?

Source: androidauthority.com | By Unknown

Published on: 2025-06-13 05:32:51

Robert Triggs / Android Authority 🗣️ This is an open thread. We want to hear from you! Share your thoughts in the comments and vote in the poll below — your take might be featured in a future roundup. Google’s Tensor project has been admirable but fraught with issues. The company intended to design a chip that would better suit its Pixel phones’ unique photography and AI demands; however, these chips have lagged behind expectations. When it comes to horsepower and efficiency, Tensors usually f

Keywords: google pixel problems tensor think

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PSA: Spotify facing widespread outage [U: Fixed]

Source: 9to5mac.com | By Chance Miller

Published on: 2025-06-14 00:36:17

Update 9:40 am ET: Spotify says the problems are fixed: “We’re aware of some recent issues that should be all clear now! Thanks for your patience, you rock.” If you’re having problems using Spotify today, you’re not alone. Spotify is down for many users around the world, leaving customers unable to stream their favorite music, podcasts, and audiobooks. According to data aggregated by Downdetector, reports of Spotify’s outage began to spike shortly after 5 a.m. PT/8 a.m. ET on Tuesday morning.

Keywords: music outage problems spotify today

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Diligent (YC S23) Is Hiring a Founding AI Engineer

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-14 15:00:41

👋 About us At Diligent, we are on a mission to help fintechs and banks automate and enhance due diligence operations with AI agents. Leading banks and payment companies use us to automate risk investigations they run when onboarding and monitoring business customers in Europe, Middle East, USA and Asia. Our founders have built fraud and credit risk models protecting billions in transactions at Europe’s top fintechs, and we’re taking that experience to revolutionize how financial institutions v

Keywords: ai customers problems role work

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The Future of Junior Software Engineering Roles

Source: news.ycombinator.com | By Rob Churchill

Published on: 2025-06-23 11:42:29

Over the last few months, I have had conversations with people from all over the tech world about various and sundry subjects related to our fields — Professors, Undergrads, Ph.D. students, CEOs and CTOs, Senior Software Engineers, Junior Engineers, Data Scientists, and everything in between. From all of these points of view, we have observed one particular issue: the role of the junior engineer is disappearing. Some that I have talked to think it is a natural byproduct of the advent of artifici

Keywords: coding engineers junior problem solving

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Open Problems in Computational geometry

Source: news.ycombinator.com | By Erik D. Demaine

Published on: 2025-06-27 15:37:46

The Open Problems Project Introduction This project originally aimed to record important open problems of interest to researchers in computational geometry and related fields. It commenced in 2001 with the publication of thirty problems in Computational Geometry Column 42 [MO01] (see Problems 1–30), and then grew to over 75 problems. While we are no longer encouraging new problem submissions, we strongly encourage updates to existing problems, especially when those problems have been solved (

Keywords: 2001 computational open problem problems

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Tesco apologises after software issue hits website and app

Source: feeds.bbci.co.uk | By Unknown

Published on: 2025-06-29 05:13:59

Tesco apologises after software issue hits website and app Tesco has apologised after IT problems left some customers unable to alter online orders or access digital versions of their Clubcards. People took to social media to complain about a series of problems with the company's website and mobile app on Friday afternoon. "We have fixed a software issue that temporarily impacted customers using our website and app this afternoon," a Tesco spokesperson told the BBC. "We're sorry for the inco

Keywords: app online problems tesco website

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Some Tesco customers report problems with app and website

Source: feeds.bbci.co.uk | By Unknown

Published on: 2025-06-29 09:41:53

Some Tesco customers report problems with app and website Some Tesco customers are reporting not being able to access the retailer's app and website. People have taken to social media to complain about problems checking-out online shopping and with accessing their Clubcards through Tesco's app. Tesco's account on X replied to one user saying it is having "intermittent system issues at the moment which the IT team are currently working hard to resolve." The BBC has contacted Tesco for comment

Keywords: app issues problems tesco website

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Google DeepMind’s new AI agent cracks real-world problems better than humans can

Source: technologyreview.com | By Will Douglas Heaven

Published on: 2025-07-01 18:00:08

“You can see it as a sort of super coding agent,” says Pushmeet Kohli, a vice president at Google DeepMind who leads its AI for Science teams. “It doesn’t just propose a piece of code or an edit, it actually produces a result that maybe nobody was aware of.” In particular, AlphaEvolve came up with a way to improve the software Google uses to allocate jobs to its many millions of servers around the world. Google DeepMind claims the company has been using this new software across all of its data

Keywords: alphaevolve code deepmind google problem

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Tattoo getting in the way of your smartwatch readings? Try this simple fix

Source: androidauthority.com | By Unknown

Published on: 2025-07-03 13:22:26

Kris Carlon / Android Authority TL;DR Wearables tend to have difficulty with tattooed wrists. Some tattooed wearable owners have found that the problem can be fixed with clear medical tape or epoxy stickers. However, using this workaround can block certain features. Tattoos and wearable gadgets aren’t exactly a winning combination. The ink on your skin can make wrist detection difficult for these devices. While many manufacturers are well aware of this issue, there are plenty of consumers wh

Keywords: problem sensors skin watch wrist

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DeepMind unveils 'spectacular' general-purpose science AI

Source: news.ycombinator.com | By Gibney

Published on: 2025-07-03 20:47:11

DeepMind says that AlphaEvolve has helped to improve the design of AI chips.Credit: Christian Ohde/IMAGO via Alamy Google DeepMind has used chatbot models to come up with solutions to major problems in mathematics and computer science. The system, called AlphaEvolve, combines the creativity of a large language model (LLM) with algorithms that can scrutinize the model’s suggestions to filter and improve solutions. It was described in a white paper released by the company on 14 May. DeepMind hi

Keywords: ai alphaevolve deepmind problems says

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Google DeepMind’s new AI agent uses large language models to crack real-world problems

Source: technologyreview.com | By Will Douglas Heaven

Published on: 2025-07-04 01:00:08

“You can see it as a sort of super coding agent,” says Pushmeet Kohli, a vice president at Google DeepMind who leads its AI for Science teams. “It doesn’t just propose a piece of code or an edit, it actually produces a result that maybe nobody was aware of.” In particular, AlphaEvolve came up with a way to improve the software Google uses to allocate jobs to its many millions of servers around the world. Google DeepMind claims the company has been using this new software across all of its data

Keywords: alphaevolve code deepmind google problem

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DeepMind claims its newest AI tool is a whiz at math and science problems

Source: techcrunch.com | By Kyle Wiggers

Published on: 2025-07-04 01:00:00

Google’s AI R&D lab DeepMind says it has developed a new AI system to tackle problems with “machine-gradable” solutions. In experiments, the system, called AlphaEvolve, could help optimize some of the infrastructure Google uses to train its AI models, DeepMind said. The company says it’s building a user interface for interacting with AlphaEvolve, and plans to launch an early access program for selected academics ahead of a possible broader rollout. Most AI models hallucinate. Owing to their pr

Keywords: ai alphaevolve deepmind models problems

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Using obscure graph theory to solve programming languages problems

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-04 22:09:54

Usually I write about solutions to problems I’ve worked out, but I’ve found myself increasingly becoming interesting in where solutions come from. Maybe it’s because I’ve been reading Boorstin’s excellent The Discoverers, which I’d strongly recommend. Regardless of why, I thought I’d switch up the usual dance step today, and discuss what solving my most-recent-big-problem actually looked like, in terms of what I tried, where I looked, and what the timeline was. The Problem The problem is to s

Keywords: algorithm expensive graph let problem

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Using Obscure Graph Theory to Solve Programming Languages Problems

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-05 08:09:54

Usually I write about solutions to problems I’ve worked out, but I’ve found myself increasingly becoming interesting in where solutions come from. Maybe it’s because I’ve been reading Boorstin’s excellent The Discoverers, which I’d strongly recommend. Regardless of why, I thought I’d switch up the usual dance step today, and discuss what solving my most-recent-big-problem actually looked like, in terms of what I tried, where I looked, and what the timeline was. The Problem The problem is to s

Keywords: algorithm expensive graph let problem

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Math Machine – A notebook will show your kid how far they have travelled

Source: news.ycombinator.com | By Sebastian Gutierrez

Published on: 2025-07-06 10:29:15

At some point, math needs to be written down to solve it Sometime in Elementary School or heading into Middle School, your kid will need to write out the math they are working on. They will no longer be able to look at a problem and know the answer; they will have to write down the steps. When our kids started doing these types of math problems, we bought inexpensive printer paper and worked on those pages. However, at some point, we realized that We were throwing away paper after the math

Keywords: kids math notebook problems work

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Throwaway Code: Don't recycle, throw it away (2017)

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-08 21:54:23

OK, you are working on a side programming project, and it's not progressing. Probably you aren't the only one. I've been working on a side project using React and ran into a problem. This is just one of the many ways of that will help you to advance your project. TLDL; Exercise often with "Throwaway" code. Context I've watched many online courses (Udemy/PluralSight) and read many blog article on React. I had a fun idea for a side project and decided to get started. Problem Faced I muddled

Keywords: codes problem project react throwaway

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Mathematical Problem Solving

Source: news.ycombinator.com | By Darij Grinberg

Published on: 2025-07-08 17:05:35

Math 235: Mathematical Problem Solving, Fall 2020 Professor: Darij Grinberg Organization Course description An introduction to mathematical problem solving. We will learn techniques and tools for solving problems of the kind that appear in mathematical competitions and journals. These techniques (like induction, the Pigeonhole Principle, modular arithmetic or the Cauchy-Schwarz inequality) have uses all over mathematics; we will explore these uses through hands-on problem solving. Each we

Keywords: homework math problem problems solving

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Your Roku TV may experience an HDR bug with the latest update. Here's what to know

Source: zdnet.com | By Artie Beaty

Published on: 2025-07-16 04:00:19

Maria Diaz/ZDNET If you're a Roku user and you've noticed that your content hasn't looked as sharp over the past few days, you're not alone. There's a problem with HDR streaming content on Roku -- and so far, there's no fix. About a week ago, a user on Roku's community support forum posted that they were having an issue with colors on Disney+ being washed out after a recent update. Several other users echoed the same issue, adding that the problem also extended to Netflix, Amazon Prime Video,

Keywords: content hdr problem roku users

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If your Roku's HDR content is broken, you're not alone. Here's what we know

Source: zdnet.com | By Artie Beaty

Published on: 2025-07-17 09:22:54

Rockaa/Getty Images If you're a Roku user and you've noticed that your content hasn't looked as sharp over the past few days, you're not alone. There's a problem with HDR streaming content on Roku -- and so far, there's no fix. About a week ago, a user on Roku's community support forum posted that they were having an issue with colors on Disney+ being washed out after a recent update. Several other users echoed the same issue, adding that the problem also extended to Netflix, Amazon Prime Vide

Keywords: content hdr problem roku update

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Why Pigeons at Rest Are at the Center of Complexity Theory

Source: wired.com | By Ben Brubaker

Published on: 2025-07-20 13:00:00

The original version of this story appeared in Quanta Magazine. They say a bird in the hand is worth two in the bush, but for computer scientists, two birds in a hole are better still. That’s because those cohabiting birds are the protagonists of a deceptively simple mathematical theorem called the pigeonhole principle. It’s easy to sum up in one short sentence: If six pigeons nestle into five pigeonholes, at least two of them must share a hole. That’s it—that’s the whole thing. “The pigeonhol

Keywords: computer people pigeonhole principle problems

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A New Quantum Algorithm Speeds Up Solving a Huge Class of Problems

Source: wired.com | By Stephen Ornes

Published on: 2025-07-31 21:00:00

The original version of this story appeared in Quanta Magazine. For computer scientists, solving problems is a bit like mountaineering. First they must choose a problem to solve—akin to identifying a peak to climb—and then they must develop a strategy to solve it. Classical and quantum researchers compete using different strategies, with a healthy rivalry between the two. Quantum researchers report a fast way to solve a problem—often by scaling a peak that no one thought worth climbing—then cla

Keywords: algorithm classical problem quantum researchers

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New study shows why simulated reasoning AI models don’t yet live up to their billing

Source: arstechnica.com | By Unknown

Published on: 2025-08-01 09:43:09

There's a curious contradiction at the heart of today's most capable AI models that purport to "reason": They can solve routine math problems with impressive accuracy, yet when faced with formulating deeper mathematical proofs found in competition-level challenges, they often fail. That's the finding of eye-opening preprint research into simulated reasoning (SR) models, initially listed in March and updated in April, that mostly fell under the news radar. The research serves as an instructive c

Keywords: math models problems proofs reasoning

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M&S stops online orders following cyber attack

Source: feeds.bbci.co.uk | By Unknown

Published on: 2025-08-02 17:55:04

M&S stops online orders following cyber attack "We are truly sorry for this inconvenience," it wrote in a post on X . The firm's shares fell by 5% following the announcement on Friday. Now, M&S has entirely paused orders on its website and apps, including for food deliveries and clothes Customers began reporting problems last weekend, and on Tuesday the retailer confirmed it was facing a "cyber incident". Marks & Spencer (M&S) says it has stopped taking online orders as the company struggle

Keywords: cyber online orders problems said

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My experience of participating to a startup weekend competition in Italy

Source: news.ycombinator.com | By Nerdy On The Inside

Published on: 2025-08-02 08:53:44

The photo of the wining team (us) and our old name, we changed it. Startup Weekend and Its Learnings First, what exactly is a Startup Weekend competition? It’s an intense, fast-paced event that teaches you how to build a startup from scratch. The focus is on idea generation, validation, and pitch preparation —the core pillars of any successful startup. These skills are taught through a mix of talks, workshops, group activities, and networking opportunities. The Problem The first lesson we le

Keywords: idea problem solution startup users

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Has your Pixel 9 gotten worse at recording video recently?

Source: androidauthority.com | By Unknown

Published on: 2025-08-09 01:35:15

Joe Maring / Android Authority TL;DR Owners of Pixel 9 family phones report stuttering and tearing video recorded from their cameras. The issues seem to manifest when recording while zoomed in. It’s possible a recent software update may be responsible Across the world of smartphones, the landscape is always evolving. Every day we see the arrival of new updates, apps, and firmware patches that change the mobile experience for users in myriad ways — both desired and not. And while some of thos

Keywords: just pixel problem video worse

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