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Systems Correctness Practices at Amazon Web Services

Source: news.ycombinator.com | By Marc Brooker

Published on: 2025-06-13 11:43:13

Amazon Web Services (AWS) strives to deliver reliable services that customers can trust completely. This requires maintaining the highest standards of security, durability, integrity, and availability—with systems correctness serving as the cornerstone for achieving these priorities. An April 2015 article published in Communications of the ACM, titled “How Amazon Web Services Uses Formal Methods,” highlighted the approach for ensuring the correctness of critical services that have since become a

Keywords: aws correctness formal systems testing

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The Next Abstraction

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-25 17:36:07

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Keywords: correctly javascript requires run scripts

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If one PC creates 20dB of noise and another makes 40dB, how louder is the second PC?

Source: techspot.com | By Unknown

Published on: 2025-07-01 08:12:00

Choose wisely! The correct answer, the explanation, and an intriguing story await. Correct Answer: Four times louder What was Comdex before it was shut down in the early 2000s? The decibel (dB) scale is logarithmic, not linear, increasing by a power of ten with every 10dB, which roughly equates to a doubling in loudness based on average human hearing. Consequently, 30dB is about twice as loud as 20dB, and a computer producing 40dB of noise would be approximately four times louder than one gen

Keywords: 20db answer correct louder noise

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The emoji problem (2022)

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-01 17:18:15

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Keywords: appears correctly loaded

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Using elliptic curves to solve a math meme

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-02 08:18:15

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Keywords: appears correctly loaded

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This baby boy was treated with the first personalized gene-editing drug

Source: technologyreview.com | By Antonio Regalado

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

The baby who was treated, Kyle “KJ” Muldoon Jr., suffers from a rare metabolic condition caused by a particularly unusual gene misspelling. Researchers say their attempt to correct the error demonstrates the high level of precision new types of gene editors offer. “I don’t think I’m exaggerating when I say that this is the future of medicine,” says Kiran Musunuru, an expert in gene editing at the University of Pennsylvania whose team designed the drug. “My hope is that someday no rare disease

Keywords: correct effort gene rare says

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Guardian agents: New approach could reduce AI hallucinations to below 1%

Source: venturebeat.com | By Sean Michael Kerner

Published on: 2025-07-13 04:00:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Hallucination is a risk that limits the real-world deployment of enterprise AI. Many organizations have attempted to solve the challenge of hallucination reduction with various approaches, each with varying degrees of success. Among the many vendors that have been working for the last several years to reduce the risk is Vectara. The company got its start as an early pi

Keywords: ai approach correction hallucination hallucinations

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Creating Bluey: Tales from the Art Director

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-27 02:27:43

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Keywords: correctly javascript requires run scripts

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Show HN: Logiquiz – Daily Self-Referential Puzzles

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-07 09:43:39

How to Play Click an answer once to mark it incorrect; Click it twice to mark it correct (there is only one correct answer for each question); The adjacent bar indicates the question's logical validity: green for correct, red for incorrect. How to Solve Start by reading through all the questions to get a sense of the quiz structure; Look for alternatives that are obviously incorrect and mark them as such; Solve questions that seem straightforward or that give clues about multiple other qu

Keywords: answer answers correct questions quiz

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Systems Correctness Practices at AWS: Leveraging Formal and Semi-Formal Methods

Source: news.ycombinator.com | By Unknown

Published on: 2025-09-18 19:59:42

February 4, 2025 Volume 22, issue 6 PDF Systems Correctness Practices at AWS Leveraging Formal and Semi-formal Methods Marc Brooker and Ankush Desai AWS (Amazon Web Services) strives to deliver reliable services that customers can trust completely. This demands maintaining the highest standards of security, durability, integrity, and availability—with systems correctness serving as the cornerstone for achieving these priorities. An April 2015 paper published in Communications of the ACM, t

Keywords: aws correctness formal systems testing

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Show HN: I made a live multiplayer Minesweeper game

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-08 20:17:44

II Scoring +2 for a correctly placed flag +1 for a correctly cleared cell -3 for an incorrect action

Keywords: action cell cleared correctly flag

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AI chatbots can’t be trusted, proves study, but Apple made a good choice

Source: 9to5mac.com | By Ben Lovejoy

Published on: 2025-10-23 02:16:41

If there’s one piece of advice that bears repeating about AI chatbots it’s “Don’t use them to seek factual information – they absolutely cannot be trusted to be right.” A new study demonstrated the extent of the problem – but did show that Apple made a good choice in partnering with OpenAI’s ChatGPT for queries Siri can’t answer … There are two well-known problems with trying to use LLMs like ChatGPT, Gemini, and Grok as a substitute for web searches: They are very often wrong They are very

Keywords: chatbots incorrect perplexity study use

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AWS Cat Qubits Make Quantum Error Correction Effective, Affordable

Source: news.ycombinator.com | By Jeffrey Burt

Published on: 2025-11-04 06:51:38

In a scene from the movie Gladiator, Roman emperor Marcus Aurelius, worried about the fragility of his empire, tells his general, Maximus: “There was once a dream that was Rome. You could only whisper it. Anything more than a whisper and it would vanish.” The same could be said qubits. They are foundational components of quantum computers, and are one of thornier challenges in getting stable and usable systems up and running. A key reason is how fragile they are and how easily they can lose the

Keywords: correction error errors quantum qubits

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Copilot for Everything: Training your AI replacement one keystroke at a time

Source: news.ycombinator.com | By Unknown

Published on: 2025-11-07 14:33:03

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Keywords: correctly javascript requires run scripts

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CoPilot for Everything: Training Your AI Replacement One Keystroke at a Time

Source: news.ycombinator.com | By Unknown

Published on: 2025-11-07 20:33:03

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Keywords: correctly javascript requires run scripts

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Amazon Web Services unveils Ocelot quantum computing chip

Source: venturebeat.com | By Dean Takahashi

Published on: 2025-11-13 15:00:00

Amazon Web Services has unveiled its Ocelot chip based on a hardware-efficient quantum computing architecture. Fernando Brandão and Oskar Painter of AWS said in a blog post that the pair of silicon microchips that compose the Ocelot logical-qubit memory chip represent the company’s first-generation quantum chip, and it could reduce the costs of implementing quantum error correction by up to 90%. Ocelot represents Amazon Web Services’ pioneering effort to develop, from the ground up, a hardware

Keywords: cat correction error quantum qubits

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Amazon’s first quantum computing chip makes its debut

Source: technologyreview.com | By Sophia Chen

Published on: 2025-11-13 15:00:00

Ocelot consists of nine quantum bits, or qubits, on a chip about a centimeter square, which, like some forms of quantum hardware, must be cryogenically cooled to near absolute zero in order to operate. Five of the nine qubits are a type of hardware that the field calls a “cat qubit,” named for Schrödinger’s cat, the famous 20th-century thought experiment in which an unseen cat in a box may be considered both dead and alive. Such a superposition of states is a key concept in quantum computing. T

Keywords: cat correction error quantum qubits

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Amazon uses quantum “cat states” with error correction

Source: arstechnica.com | By Unknown

Published on: 2025-11-14 23:15:09

Following up on Microsoft's announcement of a qubit based on completely new physics, Amazon is publishing a paper describing a very different take on quantum computing hardware. The system mixes two different types of qubit hardware to improve the stability of the quantum information they hold. The idea is that one type of qubit is resistant to errors, while the second can be used for implementing an error-correction code that catches the problems that do happen. While there have been more effe

Keywords: correction error qubit qubits type

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