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  • Introducing the Model Spec

    To deepen the public conversation about how AI models should behave, we’re sharing the Model Spec, our approach to shaping desired model behavior. We are sharing a first draft of the Model Spec, a new document that specifies how we want our models to behave in the OpenAI API and ChatGPT. We’re doing this because we think it’s important for people to be able to understand and discuss the practical

      Introducing the Model Spec
    • How Figma's Databases Team Lived to Tell the Scale | Figma Blog

      Vertical partitioning was a relatively easy and very impactful scaling lever that bought us significant runway quickly. It was also a stepping stone on the path to horizontal sharding. Figma’s database stack has grown almost 100x since 2020. This is a good problem to have because it means our business is expanding, but it also poses some tricky technical challenges. Over the past four years, we’ve

        How Figma's Databases Team Lived to Tell the Scale | Figma Blog
      • How Threads will integrate with the Fediverse – plasticbag.org

        This is an exceptionally long post detailing pretty much everything I learned at an event shortly before Christmas at Meta’s offices in San Francisco. I’ve been delayed in writing it up because of traveling back to the UK for Christmas and other commitments – and because I wanted to capture everything. It’s roughly written, and I’ll probably edit it a bit after posting. If you have questions or co

        • A Right to Warn about Advanced Artificial Intelligence

          We are current and former employees at frontier AI companies, and we believe in the potential of AI technology to deliver unprecedented benefits to humanity. We also understand the serious risks posed by these technologies. These risks range from the further entrenchment of existing inequalities, to manipulation and misinformation, to the loss of control of autonomous AI systems potentially result

          • The State of WebAssembly 2023

            The State of WebAssembly 2023 survey has closed, the results are in … and they are fascinating! If you want the TL;DR; here are the highlights: Rust and JavaScript usage is continuing to increase, but some more notable changes are happening a little further down - with both Swift and Zig seeing a significant increase in adoption. When it comes to which languages developers ‘desire’, with Zig, Kotl

              The State of WebAssembly 2023
            • 移行の前にCodeCommitの位置づけを振り返る - Qiita

              はじめに 前提として、このブログの内容を踏まえたものです。 上述のブログの言を借りると、AWS CodeCommitにおいて7/28現在、以下の状況になっている様子です。 既存リポジトリがあるアカウントは特に制限無くCodeCommitを利用可能 これまでCodeCommitを使っていなかったアカウント(もしくは既存リポジトリが無いアカウント)は新規リポジトリ作成不可 これはCodeCommitのサービス終了を即座に意味するものではありません。ただし、リポジトリを新規に利用できなくなるということは、一般的にはCodeCommitとしてのサービス縮退、メンテナンスフェーズとして捉えることもできます。先のブログが公開されたのは日本時間では土曜日ということもあり、少なくともこの解釈を否定するアナウンスは出ておらず、個人的には動揺する点もありました。 今回はCodeCommitが担っていた役割を振

                移行の前にCodeCommitの位置づけを振り返る - Qiita
              • GitHub - microsoft/aici: AICI: Prompts as (Wasm) Programs

                The Artificial Intelligence Controller Interface (AICI) lets you build Controllers that constrain and direct output of a Large Language Model (LLM) in real time. Controllers are flexible programs capable of implementing constrained decoding, dynamic editing of prompts and generated text, and coordinating execution across multiple, parallel generations. Controllers incorporate custom logic during t

                  GitHub - microsoft/aici: AICI: Prompts as (Wasm) Programs
                • Storybook’s Visual Tests addon enters beta

                  Update, March 12: Storybook 8 and Visual Tests addon are out now! Learn more in the Storybook 8 launch announcement or Visual Tests addon’s launch announcement. Storybook 8 introduces a totally new workflow for safeguarding your UI from unexpected visual changes through Storybook’s Visual Tests addon! Learn how it works and try the beta today. Why visual testing?The challenge of testing UI is that

                    Storybook’s Visual Tests addon enters beta
                  • How to use container queries now  |  Blog  |  web.dev

                    How to use container queries now Stay organized with collections Save and categorize content based on your preferences. Recently, Chris Coyier wrote a blog post posing the question: Now that container queries are supported in all browser engines, why aren't more developers using them? Chris's post lists a number of potential reasons (for example, lack of awareness, old habits die hard), but there'

                      How to use container queries now  |  Blog  |  web.dev
                    • Exploring the c4... compiler?

                      This week I found myself digging through the code of c4, an implementation of C “in four functions”, by Robert Swierczek. I remember coming across c4 when it was released ten years ago. It got me excited: hey, C in four functions, that means it’s easy to understand right? That excitement turned into “oh, I see” as soon as I scrolled through the code. c4 is dense, barely commented, and, frankly, st

                        Exploring the c4... compiler?
                      • Why Google Sheets ported its calculation worker from JavaScript to WasmGC  |  web.dev

                        Why Google Sheets ported its calculation worker from JavaScript to WasmGC Stay organized with collections Save and categorize content based on your preferences. Google Sheets is one of the first products at Google to use WasmGC on Chrome. The move was announced in 2022, and the Sheets and Chrome teams partnered on standardization, engineering, and tooling to provide real-time feedback on optimizat

                          Why Google Sheets ported its calculation worker from JavaScript to WasmGC  |  web.dev
                        • 長期実質金利の長期的なトレンド、1311-2022 - himaginary’s diary

                          というケネス・ロゴフらのAER論文をタイラー・コーエンが紹介している(WP、関連VoxEU記事)。原題は「Long-Run Trends in Long-Maturity Real Rates, 1311–2022」で、著者は Kenneth S. Rogoff(ハーバード大)、Barbara Rossi(ICREA[ポンペウ・ファブラ大学カタルーニャ高等研究所])、Paul Schmelzing(ボストン大)。 以下はその要旨。 Taking advantage of key recent advances in long-run financial and economic data, this paper analyzes the statistical properties of global long-maturity real interest rates over the p

                            長期実質金利の長期的なトレンド、1311-2022 - himaginary’s diary
                          • Threads has entered the fediverse

                            Threads has entered the fediverse! As part of our beta experience, now available in a few countries, Threads users aged 18+ with public profiles can now choose to share their Threads posts to other ActivityPub-compliant servers. People on those servers can now follow federated Threads profiles and see, like, reply to, and repost posts from the fediverse. We’re sharing how we’re continuing to integ

                              Threads has entered the fediverse
                            • Maestro: Netflix’s Workflow Orchestrator

                              By Jun He, Natallia Dzenisenka, Praneeth Yenugutala, Yingyi Zhang, and Anjali Norwood TL;DRWe are thrilled to announce that the Maestro source code is now open to the public! Please visit the Maestro GitHub repository to get started. If you find it useful, please give us a star. What is MaestroMaestro is a horizontally scalable workflow orchestrator designed to manage large-scale Data/ML workflows

                                Maestro: Netflix’s Workflow Orchestrator
                              • Writebook

                                What kind of books can I publish? Whatever you’ve written is ready for Writebook. No publisher, no gatekeeper, no permission necessary. Just write it. Instruction manuals. Publish a manual to go along with a piece of software, hardware, or a process that needs simple, clear documentation. Like the Writebook Manual itself. Graphic novels. Writebooks offer a picture-page type so you can have a book

                                  Writebook
                                • AWK As A Major Systems Programming Language — Revisited

                                  Preface ¶ I started this paper in 2013, and in 2015 sent it out for review to the people listed later on. After incorporating comments, I sent it to Rik Farrow, the editor of the USENIX magazine ;login: to see if he would publish it. He declined to do so, for reasonably good reasons. The paper languished, forgotten, until early 2018 when I came across it and decided to polish it off, put it up on

                                  • Astro 4.14 | Astro

                                    Experimental: Content Layer API In Astro 2.0 we introduced Content Collections, a powerful way to manage local content in Astro projects. While this has helped hundreds of thousands of developers build content-driven sites with Astro, we’ve heard your feedback that you want more flexibility and power in managing your content. We’re excited to announce the experimental release of the next generatio

                                    • Announcing TypeScript 5.4 Beta - TypeScript

                                      Today we are excited to announce the availability of TypeScript 5.4 Beta. To get started using the beta, you can get it through NuGet, or through npm with the following command: npm install -D typescript@beta Here’s a quick list of what’s new in TypeScript 5.4! Preserved Narrowing in Closures Following Last Assignments The NoInfer Utility Type Object.groupBy and Map.groupBy Support for require() c

                                        Announcing TypeScript 5.4 Beta - TypeScript
                                      • How to spend less time writing Django tests

                                        Autogenerating django integration tests using Kolo and trace inversion Kolo test generation in action I don’t enjoy writing tests I have a confession to make: I don’t enjoy writing tests. I really enjoy writing code, really enjoy bringing a feature to life and getting it out there, but writing tests is probably my least favourite part. I do appreciate the tests that already exist, the ones that ma

                                        • CI/CD for Machine Learning in 2024: Best Practices & Tips | Qwak

                                          CI/CD for Machine Learning in 2024: Best Practices to Build, Train, and Deploy Explore best practices for CI/CD in Machine Learning in 2024. Learn to build, train, and deploy ML models efficiently with expert strategies. Building and deploying code to production environments is a fundamental aspect of software development. This process is equally pivotal in the realm of production-grade Machine Le

                                          • research!rsc: Go Testing By Example

                                            I opened GopherCon Australia in early November with the talk “Go Testing By Example”. Being the first talk, there were some A/V issues, so I re-recorded it at home and have posted it here: Here are the 20 tips from the talk: Make it easy to add new test cases. Use test coverage to find untested code. Coverage is no substitute for thought. Write exhaustive tests. Separate test cases from test logic

                                            • GitHub - kyutai-labs/moshi

                                              [Read the paper] [Demo] [Hugging Face] Moshi is a speech-text foundation model and full-duplex spoken dialogue framework. It uses Mimi, a state-of-the-art streaming neural audio codec. Mimi processes 24 kHz audio, down to a 12.5 Hz representation with a bandwidth of 1.1 kbps, in a fully streaming manner (latency of 80ms, the frame size), yet performs better than existing, non-streaming, codecs lik

                                                GitHub - kyutai-labs/moshi
                                              • Update Google Maps to use Timeline on your device - Android - Google Maps Help

                                                Important: These changes are gradually rolling out to all users of the Google Maps app. You'll get a notification when an update is available for your account. Location History is now called Timeline, and you now have new choices for your data. To continue using Timeline, you must have an up-to-date version of the Google Maps app. Otherwise, you may lose data and access to your Timeline on Google

                                                • Deno 1.40: Temporal API

                                                  We are excited to announce the release of Deno 1.40, a significant step forward in the evolution of Deno. This new version is packed with features that enhance the Deno experience, introducing the powerful Temporal API for advanced date and time operations, and embracing the latest decorator syntax for more expressive code. Alongside these advancements, we’ve implemented a series of deprecations,

                                                    Deno 1.40: Temporal API
                                                  • Node.js — Diving into the Node.js Website Redesign

                                                    By now you've noticed nodejs.org's fresh new look! We've taken great care in approaching this design with a nod to the past and look to the future. The site has many converging use cases, thousands of pages, and is a daily resource to many. The whole story had some dead ends and detours. But in the end it was a collective effort; coming to life with the contributions of over three dozen contributo

                                                      Node.js — Diving into the Node.js Website Redesign
                                                    • Astro 4.8 | Astro

                                                      Astro 4.8 is out now! This release includes experimental support for Astro actions and request rewriting, performance improvements, and more. Full release highlights include: Experimental: Astro Actions Experimental: Request Rewriting Performance improvements Ability to define multiple routes with the same entrypoint To upgrade an existing project, use the automated @astrojs/upgrade CLI tool. Alte

                                                      • The Techno-Optimist Manifesto | Andreessen Horowitz

                                                        You live in a deranged age — more deranged than usual, because despite great scientific and technological advances, man has not the faintest idea of who he is or what he is doing. Walker Percy Our species is 300,000 years old. For the first 290,000 years, we were foragers, subsisting in a way that’s still observable among the Bushmen of the Kalahari and the Sentinelese of the Andaman Islands. Even

                                                          The Techno-Optimist Manifesto | Andreessen Horowitz
                                                        • WebKit Features in Safari 17.5

                                                          Happy May! It’s time for another release of Safari — our third significant update of 2024. With just a month until WWDC24 and the unveiling of what’s coming later this year, we are happy to get these 7 features and 22 bug fixes into the hands of your users today. CSS There are several exciting new CSS features in Safari 17.5, including text-wrap: balance, the light-dark() color function, and @star

                                                            WebKit Features in Safari 17.5
                                                          • A happier happy path in Turbo with morphing

                                                            Last week, we presented in Rails World an upcoming addition to Turbo that uses morphing to offer smoother page updates and a simplified broadcasting system. This is the article version of the presentation I delivered. The starting point The traditional server-side full-page programming model that Rails nailed twenty years ago is incredibly productive. It lets you think of your application as a set

                                                              A happier happy path in Turbo with morphing
                                                            • Introducing SafeTest: A Novel Approach to Front End Testing

                                                              by Moshe Kolodny In this post, we’re excited to introduce SafeTest, a revolutionary library that offers a fresh perspective on End-To-End (E2E) tests for web-based User Interface (UI) applications. The Challenges of Traditional UI TestingTraditionally, UI tests have been conducted through either unit testing or integration testing (also referred to as End-To-End (E2E) testing). However, each of th

                                                                Introducing SafeTest: A Novel Approach to Front End Testing
                                                              • News from WWDC24: WebKit in Safari 18 beta

                                                                The last year has been a great one for WebKit. After unveiling Safari 17 beta at WWDC23, we’ve shipped six releases of Safari 17.x with a total of 200 new web technologies. And we’ve been hard at work on multiple architectural improvement projects that strengthen WebKit for the long-term. Now, we are pleased to announce WebKit for Safari 18 beta. It adds another 48 web platform features, as well a

                                                                  News from WWDC24: WebKit in Safari 18 beta
                                                                • Finding Memory Leaks in the Ruby Ecosystem

                                                                  This blog post is adapted from a talk that Adam Hess and I gave at RubyKaigi 2024. Until recently, Ruby lacked a mechanism for detecting native-level memory leaks from within Ruby and native gems. This was because, when Ruby terminates, it does not free the objects that are still alive or the memory used by Ruby’s virtual machine. This is because the system will reclaim all the memory used anyway,

                                                                    Finding Memory Leaks in the Ruby Ecosystem
                                                                  • ReALM: Reference Resolution As Language Modeling

                                                                    Reference resolution is an important problem, one that is essential to understand and successfully handle context of different kinds. This context includes both previous turns and context that pertains to non-conversational entities, such as entities on the user's screen or those running in the background. While LLMs have been shown to be extremely powerful for a variety of tasks, their use in ref

                                                                    • [AWS CDK] ALBとCognitoを使ってOktaをIdPとするSAML認証をしてみた | DevelopersIO

                                                                      サクッとSAML認証を実装したい こんにちは、のんピ(@non____97)です。 皆さんサクッとSAML認証を実装したいなと思ったことはありますか? 私はあります。 自分でSAML認証のService Provider(SP)側の処理を実装するのは大変です。そのような場合はALBとCognitoを使うと簡単に行えます。 ということで実際にやってみました。今回はIdPとしてOktaを使用します。 「SAML認証ってなんやねん」や「OktaのSAMLアプリってどうやって作成すればいいんだ」、「CognitoでSAML認証ってどうやって行えばいいんだ」という方は以下ドキュメントをご覧ください。 初心者向けSAMLガイド SAMLアプリ統合を作成する | Okta ユーザープールへの SAML ID プロバイダーの追加 - Amazon Cognito また、せっかくなので以下アップデートで可能

                                                                        [AWS CDK] ALBとCognitoを使ってOktaをIdPとするSAML認証をしてみた | DevelopersIO
                                                                      • JSR Is Not Another Package Manager

                                                                        Over the past years, new package managers like yarn and pnpm have emerged, enhancing how packages are downloaded. However, the npm package registry, a cornerstone of the JavaScript ecosystem, has barely evolved. Its last notable update was a “files” tab added years ago. The JavaScript language, known for its vibrant evolution, seems paradoxically mired in a distribution model that hasn’t kept pace

                                                                          JSR Is Not Another Package Manager
                                                                        • Node.js — Node v21.7.0 (Current)

                                                                          2024-03-06, Version 21.7.0 (Current), @RafaelGSS prepared by @marco-ippolito Text Styling util.styleText(format, text): This function returns a formatted text considering the format passed. A new API has been created to format text based on util.inspect.colors, enabling you to style text in different colors (such as red, blue, ...) and emphasis (italic, bold, ...). const { styleText } = require('n

                                                                            Node.js — Node v21.7.0 (Current)
                                                                          • Lightweight Javascript Framework Review (For Django Developers)

                                                                            Lightweight Javascript Framework Review (For Django Developers) Introduction Many developers are confused when they try to find a Lightweight Javascript Framework for the Django project because there are so many options. In this post, I will talk and compare lightweight javascript frameworks, and help you decide which one is the best for your Django project. If you want to: Render HTML in Django,

                                                                              Lightweight Javascript Framework Review (For Django Developers)
                                                                            • More NPM packages on Cloudflare Workers: Combining polyfills and native code to support Node.js APIs

                                                                              More NPM packages on Cloudflare Workers: Combining polyfills and native code to support Node.js APIs2024-09-09 Today, we are excited to announce a preview of improved Node.js compatibility for Workers and Pages. Broader compatibility lets you use more NPM packages and take advantage of the JavaScript ecosystem when writing your Workers. Our newest version of Node.js compatibility combines the best

                                                                                More NPM packages on Cloudflare Workers: Combining polyfills and native code to support Node.js APIs
                                                                              • How does Sidekiq work? | Mike Perham

                                                                                2024-02-04 This article was originally published on DanSvetlov.me and is republished here with permission of the author. This article is relevant to Sidekiq v7. Sidekiq is one of the most ubiquitous1 Ruby background job processors out there. To anybody who has worked with Ruby on and off Rails, it needs no introduction. Sidekiq has a 10+ year track record of being an efficient, battle-tested and s

                                                                                • How to use Perplexity in your PM work

                                                                                  👋 Hey, Lenny here! Welcome to this month’s ✨ free edition ✨ of Lenny’s Newsletter. Each week I tackle reader questions about building product, driving growth, and accelerating your career. If you’re not a subscriber, here’s what you missed this month: On saying no The art of the pivot, part 1: The definitive list of successful pivots The art of the pivot, part 2: How, why, and when to pivot In de

                                                                                    How to use Perplexity in your PM work