Computer Science & AI

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dev.to > anoymask > overpatch-and-heapjack-two-techniques-for-bypassing-codexs-write-restrictions-and-escaping-its-48of

Overpatch and Heapjack: Two Techniques for Bypassing Codex's Write Restrictions and Escaping Its Read-Only Sandbox

5+ min ago   (1542+ words) 1. Basic Information Original Title: Escaping the OpenAI Codex sandbox, twice Source: Accomplish AI Published: 2026-09-15 Updated: None Severity: High Basis for Severity: Researchers verified Overpatch, which writes outside the workspace using workspace-write, and Heapjack, which executes host commands from the strictest…...


electronicsweekly.com > blogs > mannerisms > ed-the-serial-ceo > ed-tackles-ai-dangers-2026-09

Ed Exploits AI Dangers ⋆ Electronics Weekly

26+ min ago   (376+ words) Now that His Majesty has taken an interest in the debate about the perils of AI, I feel I may be able to advance my prospects of a Dukedom if I show that HMG is coming up with a useful…...


dev.to > marek_builds > -beyond-transformers-a-mathematical-critique-of-cross-lingual-diffusion-architectures-ng7

# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures

24+ min ago   (424+ words) The current state of multilingual NLP is dominated by transformer-based architectures that often treat cross-lingual alignment as a secondary optimization task. For researchers and engineers working with low-resource languages or requiring strict semantic preservation, the "black box" nature of proprietary…...


dev.to > bokuwalily > one-line-of-mv-kills-the-4x-duplicate-run-after-recovery-making-launchd-queue-processing-idempotent-1jl9

One Line of mv Kills the 4x Duplicate Run After Recovery: Making launchd Queue Processing Idempotent

24+ min ago   (1359+ words) Six months ago my side business made ¥0 a month. This month it's ¥1.2M, running on an autonomous... Tagged with automation, launchd, bash, claudecode....


dev.to > agenticstack > architectural-breakdown-i-built-a-green-blob-that-lives-on-my-desktop-now-it-has-feelings-3ehc

Architectural Breakdown: i built a green blob that lives on my desktop. now it has feelings.

21+ min ago   (118+ words) class MoodLabel(Enum): CONTENT = "content" CURIOUS = "curious" PLAYFUL = "playful" ANXIOUS = "anxious" SLEEPY = "sleepy" IRRIATED = "irritated" LOVING = "loving" MELANCHOLIC = "melancholic" @dataclass class AffectVector: valence: float = 0.0 # -1.0 to +1.0 emotional axis arousal: float = 0.5 # 0.0 to 1.0 activation level dominance: float = 0.5 # 0.0 to 1.0 sense of control novelty_seeking: float = 0.5 # 0.0 to…...


dev.to > magickit > i-built-a-100-free-ai-toolbox-with-no-sign-up-heres-how-1m2b

I Built a 100% Free AI Toolbox with No Sign-Up (Here's How)

23+ min ago   (202+ words) So I spent a few evenings building MagicKit — three tools in one page: The entire backend sits at around 60 MB RAM, because my server only has 1.6 GB to work with. The free image API only allows one queued request per…...


dev.to > tamizuddin > the-ai-interview-paradox-decoupling-skill-assessment-from-tool-usage-3ilb

The AI Interview Paradox: Decoupling Skill Assessment from Tool Usage

21+ min ago   (617+ words) We must refactor the interview process. The goal is not to stop using AI, but to shift the focus of the evaluation from implementation details to systemic architecture and verification logic. In the AI era, the highest-leverage skill for a…...


dev.to > fetchsmith > we-timed-http-only-scraping-against-a-headless-browser-on-the-same-page-it-wasnt-close-5bfj

We timed HTTP-only scraping against a headless browser on the same page. It wasn't close.

21+ min ago   (266+ words) Every one of our Actors is HTTP-only — no Puppeteer, no Playwright, no headless Chromium in production. We say this is faster and cheaper. This post is the measurement, not the assertion. Same target, two approaches, same box (1 vCPU / 2 GB RAM,…...


dev.to > edgaras > running-the-paddleocr-pdf-ocr-service-as-a-one-shot-job-locally-and-on-azure-container-apps-3ehi

Running the PaddleOCR PDF OCR service as a one-shot job, locally and on Azure Container Apps

27+ min ago   (527+ words) paddleocr-pdf-api runs as an HTTP server that accepts PDF uploads and returns markdown. Setting... Tagged with azure, paddleocr, docker, ocr....


lesswrong.com > posts > 86BoC4zgzdk5kuHKA > why-do-they-even-talk-about-x-risk

Why do they even talk about x-risk? — LessWrong

33+ min ago   (256+ words) Why do CEOs and other AI leaders talk about existential risk at all? What sociological mechanisms make it possible for them to do it? And how should we respond to the popular argument: “if Musk says something, the opposite must…...