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  • ついにご家庭にやってきたシンギュラリティ。AIサイエンティストが勝手に仮説を立て、実験して、論文を書く|shi3z

    SakanaAIがまた面白い研究を発表した。その名も「AI Scientist(AI科学者)」 AIの研究をする科学者ではなく、科学者をやるAIである。 しかもすごいのは、基本的に難しいAIはすべてクラウド上で動作する(GPT-4oやOpenRouter対応LLMなど)ので、ご家庭で手軽に遊ぶことができる。AIの実験をする場合はGPUくらいは欲しいところだが、AIじゃないものを研究する場合はGPUすら不要だ。 実際に動かしてみると様々な罠があるぞ(まだ) AI-Scientistの使い方は簡単・・・とまではいかないが、templateを書いて「こういう仮説があるんだよね」というアイデアをいくつかseed_ideas.jsonに書いてあとは電子レンジでチンするが如く実行するだけだ。 ただ、記事執筆時点(2024/8/13 18:50 JST)では、リポジトリが不完全なのか書かれた通りにコマン

      ついにご家庭にやってきたシンギュラリティ。AIサイエンティストが勝手に仮説を立て、実験して、論文を書く|shi3z
    • The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

      At Sakana AI, we have pioneered the use of nature-inspired methods to advance cutting-edge foundation models. Earlier this year, we developed methods to automatically merge the knowledge of multiple LLMs. In more recent work, we harnessed LLMs to discover new objective functions for tuning other LLMs. Throughout these projects, we have been continuously surprised by the creative capabilities of cu

        The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
      • 2024年7月27日時点におけるAWS CodeCommitとAmazon CloudSearchの新規利用に関して | DevelopersIO

        注意事項 予想以上に本記事に対する反応があり、残念ながら誤った情報が流れているのを見かける様になったのでここに現状を注記しておきます。 2024年8月2日 16:00 (JST)時点の状況まとめ 3サービス共通 制限されるのはあくまでも特定条件を満たすアカウントでの新規利用のみであり 既存の利用者は一切影響を受けない また、サービス終了については一言も明記されていない[1] 当初は公式アナウンスが無かったが、2024年7月31日に各サービスの移行ブログの冒頭に新規受付停止の旨が追記された Jeff BarrがX(旧Twitter)でコメントを出している AWS CodeCommit AWS社員によるre:Postの投稿 (既に削除済み) によれば2024年6月6日より新規アカウントでのCodeCommitの利用を制限している 同re:Postによれば2024年7月25日以前にCodeCom

          2024年7月27日時点におけるAWS CodeCommitとAmazon CloudSearchの新規利用に関して | DevelopersIO
        • 【エンジニアの日常】これが私の推しツール!〜日々の開発を豊かにするおすすめツール〜 Part1 - Findy Tech Blog

          こんにちは。 Findy で Tech Lead をやらせてもらってる戸田です。 突然ですが皆さんは、開発をするうえで欠かせないツールやOSSはありますか? キーボードやマウス、マイクといった物理的なツールは机を見ればわかりますが、他のエンジニアがどういったツールを使って効率化しているかは、その人の画面を見ないとわかりません。 そのため、他のエンジニアがどういったツールを使って効率化しているのか、実は意外と知らないということが多いのではないでしょうか? そこで今回は 推しツール紹介 と題して、弊社エンジニア達が日々の開発業務で愛用しているツールやOSSを紹介していきます。 それでは見ていきましょう! 推しツール紹介 戸田 git-cz git-cz-for-api-developer 新福 Nx vscode-spell-checker 森 Rectangle Hammerspoon Vi

            【エンジニアの日常】これが私の推しツール!〜日々の開発を豊かにするおすすめツール〜 Part1 - Findy Tech Blog
          • HTTP/1.0 From Scratch

            Introduction In our previous exploration, we delved into the simplicity of HTTP/0.9, a protocol that served as the web’s initial foundation. However, as the internet evolved, so did its needs. Enter HTTP/1.0, a landmark version released in 1996 that laid the groundwork for the web we know today. HTTP/1.0 was a game-changer, introducing features that revolutionized web communication: Headers: Metad

              HTTP/1.0 From Scratch
            • How to review code effectively: A GitHub staff engineer’s philosophy

              As a staff engineer at GitHub, code review is one of my main focus areas in my day to day work. Over the past eight years, I’ve reviewed more than 7,000 pull requests. Why so many? Because code review is crucial to building good software and another set of eyes can often spot issues you would have otherwise missed. I see code review as one of the most important aspects of my job. In fact, whenever

                How to review code effectively: A GitHub staff engineer’s philosophy
              • X(旧Twitter)がユーザーの投稿内容&会話内容を学習してチャットAI「Grok」のトレーニングを開始、無効化する手順はコレ

                XがチャットAI「Grok」の性能強化のために、Xユーザーの投稿内容やGrokとの会話内容の収集を開始したことが明らかになりました。ウェブアプリ版のXにはGrokの学習を無効化する設定が用意されているので、設定方法をまとめておきます。 About Grok, Your Humorous AI Search Assistant on X https://help.x.com/en/using-x/about-grok All X users have the ability to control whether their public posts can be used to train Grok, the AI search assistant. This option is in addition to your existing controls over whether your

                  X(旧Twitter)がユーザーの投稿内容&会話内容を学習してチャットAI「Grok」のトレーニングを開始、無効化する手順はコレ
                • Build a gameplay experience with TypeScript

                  This leverages a starter sample available from https://github.com/microsoft/minecraft-scripting-samples/ with a simple build process and TypeScript compilation for Minecraft. From it, you can build out and expand simple gameplay styles. You can also use this project as a starter for your own scripting projects. Important Just getting started with JavaScript? You may want to check out the Scripting

                    Build a gameplay experience with TypeScript
                  • Trayce

                    How does it work? The TrayceAgent container runs along side your existing containers. The agent uses eBPF probes to intercept network requests and send them back to the GUI to be displayed. Protocols Supported: HTTP HTTPS (for Go and OpenSSL-based languages like Python, Ruby etc.) Coming soon: Websockets GRPC MySQL & Postgres MongoDB Redis Kafka Who is it for? Trayce is intended for anyone wanting

                    • Falcon Content Update Remediation and Guidance Hub | CrowdStrike

                      Updated 2024-07-25 1954 UTC Using a week-over-week comparison, greater than 97% of Windows sensors are online as of July 24 at 5pm PT, compared to before the content update. Content Configuration Update Impacting the Falcon Sensor and the Windows Operating System (BSOD) Executive Summary PDF This is CrowdStrike’s preliminary Post Incident Review (PIR). We will be detailing our full investigation i

                        Falcon Content Update Remediation and Guidance Hub | CrowdStrike
                      • Goroutines in Go (Golang) - Welcome To Golang By Example

                        This is the  chapter 23 of the golang comprehensive tutorial series. Refer to this link for other chapters of the series – Golang Comprehensive Tutorial Series Next Tutorial – Channel Previous Tutorial – Iota Now let’s check out the current tutorial. Below is the table of contents for current tutorial. Overview Goroutines can be thought of as a lightweight thread that has a separate independent ex

                          Goroutines in Go (Golang) - Welcome To Golang By Example
                        • New Recovery Tool to help with CrowdStrike issue impacting Windows endpoints

                          The Microsoft Recovery Tool was updated 7/22/2024 as version 3.1. While fundamentally there are no functional changes to the tool, for the Recover from WinPE option, we have expanded the logging, reattempt logic, and error handling. For the Recover from safe mode for USB delivery, we’ve added in better user awareness cues for when to run the repair command. 7/23/2024: Microsoft notes that CrowdStr

                            New Recovery Tool to help with CrowdStrike issue impacting Windows endpoints
                          • Okay, I really like WezTerm

                            A while back my friend recommended that I try WezTerm. I’d been an iTerm 2 stalwart for the better part of a decade, but not to be too narrow-minded I conceded, started it up, and saw this: Does the job, sure, but doesn’t feel quite right. Okay then, experiment over. Back to iTerm… Fast forward a couple of months and I got the itch to try a new terminal again. I wanted to use one whose config was

                              Okay, I really like WezTerm
                            • Scrum Guide (LeSS Version)

                              Purpose of the Scrum Guide Scrum is a framework for developing, delivering, and sustaining complex products. This Guide contains the definition of Scrum. This definition consists of Scrum’s roles, events, artifacts, and the rules that bind them together. Each element of the framework serves a specific purpose that is essential to the overall value and results realized with Scrum. Changing the core

                                Scrum Guide (LeSS Version)
                              • Porffor

                                A from-scratch experimental ahead-of-time JS engine Porffor is a unique JS engine/compiler/runtime, compiling JS code to WebAssembly or native ahead-of-time. It is limited for now; intended for research, not serious use! Wasm compilation Porffor's WebAssembly output is much faster and smaller compared to existing JS -> Wasm projects. This is because Porffor compiles JS AOT instead of bundling an i

                                • Introducing Docker Build Checks: Optimize Dockerfiles with Best Practices | Docker

                                  Today, we’re excited to announce the release of Docker Build checks with Docker Desktop 4.33. Docker Build checks help your team learn and follow best practices for building container images. When you run a Docker Build, you will get a list of warnings for any check violations detected in your build. Taking a proactive approach and resolving Build warnings and issues early will save you time and h

                                    Introducing Docker Build Checks: Optimize Dockerfiles with Best Practices | Docker
                                  • Private Browsing 2.0

                                    When we invented Private Browsing back in 2005, our aim was to provide users with an easy way to keep their browsing private from anyone who shared the same device. We created a mode where users do not leave any local, persistent traces of their browsing. Eventually all other browsers shipped the same feature. At times, this is called “ephemeral browsing.” We baked in cross-site tracking preventio

                                      Private Browsing 2.0
                                    • Did Google Just Kill Streamlit?

                                      Sitting on my couch, browsing through YouTube recommendations, I came across a video by Prompt Engineering on Google’s latest open-source Python framework named ‘Mesop,’ which is used by teams at Google for internal tooling and rapid prototyping. If you are wondering what ‘Mesop’ means, stop overthinking. Not everything in life makes sense. Will, if you are reading this, drop it in the comments be

                                        Did Google Just Kill Streamlit?
                                      • How Airbnb Smoothly Upgrades React

                                        IntroductionAirbnb’s frontend recently reached a major milestone: all of our web surfaces have been upgraded from React 16 to React 18, the current major version of React¹. This was a big project for a product with many surfaces, including Guest and Host pages as well as many internal tools. To safely perform this upgrade, we created the React Upgrade System: reusable infrastructure that allows us

                                          How Airbnb Smoothly Upgrades React
                                        • Falcon Content Update Preliminary Post Incident Report | CrowdStrike

                                          Preliminary Post Incident Review (PIR): Content Configuration Update Impacting the Falcon Sensor and the Windows Operating System (BSOD) Updated 2024-07-25 1900 UTC Executive Summary PDF This is CrowdStrike’s preliminary Post Incident Review (PIR). We will be detailing our full investigation in the forthcoming Root Cause Analysis that will be released publicly. Throughout this PIR, we have used ge

                                            Falcon Content Update Preliminary Post Incident Report | CrowdStrike
                                          • WebDriver BiDi production-ready in Firefox, Chrome and Puppeteer  |  Blog  |  Chrome for Developers

                                            Just last week, together with BrowserStack, we announced WebDriver BiDi becoming production-ready in BrowserStack. This week the summer of WebDriver BiDi continues with Firefox 129 and Puppeteer 23 each getting production-ready support for WebDriver BiDi! Mozilla has been a strong collaborator on WebDriver BiDi for over four years now, initially helping to shape the new standard and then gradually

                                              WebDriver BiDi production-ready in Firefox, Chrome and Puppeteer  |  Blog  |  Chrome for Developers
                                            • 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
                                              • 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
                                                • 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
                                                  • Dify の公開アプリ・埋め込みチャットを Amazon Cognito 認証でセキュアにする (IaC コード付き) - Qiita

                                                    TL;DR 課題: Dify の公開アプリ・ウェブページへの埋め込みチャット機能は非常に強力だが、公開範囲については All or Nothing の公開設定しかできず、たとえば自社の社員のみにアプリを公開するような制御は実現できない 解決策: 以下 GitHub リポジトリの CDK コードのように ALB + Cognito を利用することで、認証されたユーザにのみ利用させるような制御を実装することができる ※ デプロイの前提として、Route53 のホストゾーンが必要です (HTTPS リスナーが必要なため)。 ※ Dify 0.6.15 でのみ動作確認済みです。今後の Dify のアップデート次第で動かなくなりうることにご注意ください。 動作イメージ Dify のアプリ埋め込み、UI のことを何も考えなくていい一方でユーザ認証なしのフルオープンしかできないのが利用のネックという認識

                                                      Dify の公開アプリ・埋め込みチャットを Amazon Cognito 認証でセキュアにする (IaC コード付き) - Qiita
                                                    • Found means fixed: Secure code more than three times faster with Copilot Autofix

                                                      Developers are shipping software faster than previously imaginable, releasing new features early and often. Yet despite their best efforts to code securely, software vulnerabilities inadvertently make their way into production and continue to be a leading cause of breaches today. Compounding this, many developers find security requirements to be difficult to understand and implement, making it har

                                                        Found means fixed: Secure code more than three times faster with Copilot Autofix
                                                      • Patterns for Memory Efficient DOM Manipulation with Modern Vanilla JavaScript – Frontend Masters Boost

                                                        Patterns for Memory Efficient DOM Manipulation with Modern Vanilla JavaScript July 29, 2024 I’ll discuss best practices to avoid excess memory usage when managing updating the DOM to make your apps blazingly fast™️. DOM: Document Object Model – A Brief OverviewWhen you render HTML, the live view of those rendered elements in the browser is called the DOM. This is what you’ll see in your developer

                                                          Patterns for Memory Efficient DOM Manipulation with Modern Vanilla JavaScript – Frontend Masters Boost
                                                        • Configure GitHub Artifact Attestations for secure cloud-native delivery

                                                          When deploying in a truly cloud-native way, we need to ensure that we can trust what we’re deploying at every step of our supply chain. We need to be certain that what we think we are deploying is what we are actually deploying. We recently made GitHub Artifact Attestations generally available, which allows you to create provenance and integrity guarantees to verify what you have built within GitH

                                                            Configure GitHub Artifact Attestations for secure cloud-native delivery
                                                          • CocoaPods Support & Maintenance Plans - CocoaPods Blog

                                                            TLDR: We're still keeping it ticking, but we're being more up-front that CocoaPods is in maintenance mode. CocoaPods is about 13 years old now, and the landscape of iOS development has changed a lot in that time. I remember the fragmented islets of small shared libraries (like: ASIHTTPRequest, Three20, SBJson, SSToolkit, iCarousel) with tricky upgrade instructions and complicated build setups. Coc

                                                            • Running One-man SaaS, 9 Years In

                                                              Healthchecks.io launched in July 2015, which means this year we turn 9. Time flies! Previous status updates: In 2018, My One-person SaaS Side Project Celebrates its Third Birthday In 2021, Healthchecks Turns 6, Status Update Money Healthchecks.io currently has 652 paying customers, and the monthly recurring revenue is 14043 USD. MRR graph: Side note: to minimize the number of data sub-processors,

                                                                Running One-man SaaS, 9 Years In
                                                              • Astro 4.12: Server Islands | Astro

                                                                Astro 4.12 is out now! This release includes the first experimental release of Server Islands, our new solution to integrate high performance static HTML and dynamic server-generated components together. Improvements to pagination and syntax highlighting are also included. This release includes the following highlights: Experimental: Server Islands Added first and last URLs to pagination data Adde

                                                                • 50 Years of Queries – Communications of the ACM

                                                                  A discussion of the evolution of the database industry over the last half century, and why the relational database concepts introduced by E. F. Codd have proven so resilient over several decades. E.F. Codd’s “A Relational Model of Data for Large Shared Data Banks”10 is one of the most influential papers in all of computer science. In it, Codd defined concepts that are still in widespread use today

                                                                  • Introducing SAM 2: The next generation of Meta Segment Anything Model for videos and images

                                                                    Introducing SAM 2: The next generation of Meta Segment Anything Model for videos and images Following up on the success of the Meta Segment Anything Model (SAM) for images, we’re releasing SAM 2, a unified model for real-time promptable object segmentation in images and videos that achieves state-of-the-art performance.In keeping with our approach to open science, we’re sharing the code and model

                                                                      Introducing SAM 2: The next generation of Meta Segment Anything Model for videos and images
                                                                    • Focusrite Liquidmix を Windows10 64bit の SONAR/CAKEWALKで動かす!

                                                                      Focusrite Liquidmix についてはじめに,私はすでに Universal Audio Apollo Twin を運用しています. にも関わらず今更 Liquidmix? と思うかもしれないが,ごもっともです. しかし,この機種には,今でもそう簡単には切り捨てる事の出来ない魅力があります. まず,ダイナミックコンボリューションの音色が素晴らしい. 40種類のビンテージコンプレッサー,20種類のビンテージEQから実際にサンプリングされたそれは,プラグインとしてはいまだに他にないリアルな質感があり,トラックの色付けに最高です. そして,チャネルストリップ用のフィジカルコントローラーとして,ハードウェア部分の出来が実に良い.触るのが楽しくなります. ビンテージ機器のEQカーブがどうなっているのか,視覚的に解りやすい. 例えば,かの有名な Pultech とゆう,同じ帯域に対してブー

                                                                        Focusrite Liquidmix を Windows10 64bit の SONAR/CAKEWALKで動かす!
                                                                      • China unveils world’s 1st meltdown-proof nuclear reactor with 105 MW capacity

                                                                        The commercial scale High-Temperature Gas-Cooled Reactor Pebble-Bed Module (HTR-PM) in Shandong, China Cell In a global first, researchers at Tsinghua University in China have successfully demonstrated a meltdown-proof nuclear fission reactor. The twin reactor design can generate 105 MW of power each and has been in the works since 2016. The technology is a welcome step for the nuclear energy indu

                                                                          China unveils world’s 1st meltdown-proof nuclear reactor with 105 MW capacity
                                                                        • Highlights from Git 2.46

                                                                          The open source Git project just released Git 2.46 with features and bug fixes from over 96 contributors, 31 of them new. We last caught up with you on the latest in Git back when 2.45 was released. Before we get into the details of this latest release, we wanted to remind you that Git Merge, the conference for Git users and developers is back this year on September 19-20, in Berlin. GitHub and Gi

                                                                            Highlights from Git 2.46
                                                                          • Rails 7.2: Better production defaults, Dev containers, new guides design, and more!

                                                                            We are happy to announce the release of Rails 7.2! There has been close to 2,500 commits made by over 400 contributors since Rails 7.1, so this release is packed with new features and improvements. Better production defaults Rails 7.2 comes with better productions defaults to help you build more efficient applications. Starting with YJIT. YJIT is Ruby’s JIT compiler that is available in CRuby sinc

                                                                              Rails 7.2: Better production defaults, Dev containers, new guides design, and more!
                                                                            • [Column] Change things so that nothing will really change!

                                                                              Parisians fill the Place del Republique on July 7, 2024, to celebrate the rout of the far-right National Rally party in the general election. (AP/Yonhap) By Slavoj Žižek, Global Eminent Scholar at Kyung Hee University The most important thing to note about the current resurgence of rightist populism is how this resurgence is regularly perceived by its partisans: A single rhetorical figure returns

                                                                                [Column] Change things so that nothing will really change!
                                                                              • PhobosLab

                                                                                high_impact tl;dr: high_impact is small game engine for 2D action games. It's written in C, compiles to Windows, Mac and Linux as well as to WASM for the Web. It's “inspired by” my original Impact JavaScript game engine from 2010. The name high_impact is a nod to a time when C was considered a high level language. MIT licensed, source on github: github.com/phoboslab/high_impact Video from my tweet

                                                                                • Ransomware operators exploit ESXi hypervisor vulnerability for mass encryption | Microsoft Security Blog

                                                                                  Microsoft researchers have uncovered a vulnerability in ESXi hypervisors being exploited by several ransomware operators to obtain full administrative permissions on domain-joined ESXi hypervisors. ESXi is a bare-metal hypervisor that is installed directly onto a physical server and provides direct access and control of underlying resources. ESXi hypervisors host virtual machines that may include

                                                                                    Ransomware operators exploit ESXi hypervisor vulnerability for mass encryption | Microsoft Security Blog