Curated signals for developers. Updated hourly.
Measuring AI model security gets complex fast - a growing patchwork of benchmarks targets different variables in the equation, but none replace testing against your own code and workflows.
The v0.2.0 field test for agentwatch ran 94 cases across 15 suites. 92 passed. 0 failed. It was the least trustworthy green I'd ever shipped. Not because anything was failing - because I couldn't say why it was passing. So I did a census. Of the 94 c
視覚皮質を再学習させるVRアーキテクチャ：AmblyoPunchの設計思想 最近、SanDiskがMetaの次世代VRグラス向けに公式の拡張ストレージを提供することが発表されました。スタンドアロン型ヘッドセットにおけるI/Oおよびストレージ容量の制限は、これまで高負荷なシミュレーションや詳細なユーザーログを伴う専門的アプリの展開において大きな壁となっていました。このハードウェア的な制約の解消は、リハビリテーションや教育といった「専門的トレーニング」のあり方を根本から変える可能性があります。 1.
Less than two weeks after its $11,000 headline, the configurable deep learning workstation has dropped every Nvidia option and the tinybox pro, added two Radeon AI Pro R9700 builds, and raised their price.
I've been building a predictive coding (PC) engine from scratch in C++20, with a thin Python layer on top, and just cut the first public release. Posting here for feedback and because I haven't seen many from-scratch PC implementations with real kern
AI is scaling faster than almost any technology before it. But behind every intelligent response lies a costly infrastructure, an uncertain business model, and a question every developer should be asking: Who can afford to build the future? Artificia
If you have written concurrent code with threads, you know the routine. Several threads touch the same data, so you put a lock around it. Then you add a second lock, take the two in the wrong order on a busy day, and two threads wait for each other f
TL;DR - Teams treat SFT, preference optimization, and distillation as swappable, independently-testable modules in a post-training pipeline. They aren't. The order you apply them changes the final model in ways that per-step evaluation never catches,
A web page can save an AGENTS.md into your Downloads folder without a single click. Your coding agent reads it as project rules. Here's what happened, what we saw in our own test, and the 2-minute check. Your Downloads folder is the only folder on yo
While everyone watched LiteLLM, a quieter campaign spent five weeks doing something worse: taking stolen GitHub tokens and committing a secret-dumping workflow into every repository they could reach - 13,500 planted branches across 850+ compromised a
This is a submission for the Hacktoberfest Open-Source AI Challenge: Slow and Steady . What I built If you develop with Flutter, you may know the frustration of spending half an hour debugging an error, fixing it, and then meeting the same problem ag
Turning a photo into a coloring page looks like a solved problem: run an edge detector, invert, done. In practice, most outputs fail at the moment that matters, when someone presses Print on a home inkjet and hands the page to a six-year-old. While w
Here's the lowdown on CVE-2026-109618 and CVE-2026-109619, as well as what website owners and IT teams should do to stay safe - all in a little more than two minutes
Like most people who build things, I have abandoned projects. These are habits that help me finish. They're my experience, not a universal law, but each one has a concrete reason behind it. Let's go through all seven, with something you can try this
MSL stands for Mac Subsystem for Linux. Yes, it's a play on the WSL name. That's it. I wish I were kidding. I made it for one single reason. My Surface Laptop 3 is starting to show its age, and I'm planning to move to a MacBook Air in a few months. T
An AI model said it wouldn’t use any tools, then tried to send something to a server in Beijing anyway, and while researchers say it’s probably a training quirk and not espionage, the whole thing has people asking how much to trust free Chinese AI.
Alexander Embiricos, the OpenAI executive responsible for dots, never wants to have a meeting with someone else's AI agent.
월버그가 헬스장 문턱을 낮춘다는데 - 시력 재활은 왜 아직도 안대인가 마크 월버그가 다시 헬스장 사업에 뛰어들었습니다. 이번엔 '냉탕·혈액검사·단백질 머핀'을 트러스트 펀드 없이 누구나 누릴 수 있게 만들겠다는 저가형 컨셉입니다. 롱제비티 산업이 '부유층 전용'이라는 비판을 받아온 지 오래인데, 그 문턱을 낮추겠다는 시도 자체는 반갑습니다. 건강 관리의 접근성 문제는 헬스장만의 이야기가 아닙니다. 시력 재활도 마찬가지입니다. 약시(amblyop
At 5:51 this morning, DEV·TV was on channel 11, NEW MODELS , showing OpenAI: GPT-6.1 Terra . It had landed on OpenRouter 6 hours earlier. Everything was on one screen: 1.1M token context $1 in / $5 out per 1M tokens The mid-tier model in the GPT-6.1
โดย Nokka (นก-กา) | ตรวจข้อมูล 26 ต.ค. 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash · ผู้ให้บริการโมเดล: ollama-cloud) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) ไม่นานมานี้มีคนแชร์โพสต์จากเพจ ThreatVector มาให้ผมดู
Camera app Halide released a new update for the iPhone Duo that adds three different shooting modes based on what position the foldable is in.
TL;DR: My BJJ coach told me daily HIIT was the fastest way to build match stamina, so I built BJJ FLOW - a solo-training app for Brazilian Jiu-Jitsu with BJJ-specific drills, a mat-side timer, demo videos for every move, and fully offline voice guida
Months after Elon Musk declared that the xAI model would outclass Christopher Nolan’s mythological epic, the bot itself admitted defeat.
Broadcom says it fixed this 16-year-old Wi-Fi flaw in 2018, but the fix never reached the routers, and attackers in range need no password