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#assistive-technology

20 articles found

· · Ars Technica AI

Anthropic shuts down Fable, Mythos models following Trump admin directive

Commerce dept. worries that a Fable 5 "jailbreak" could be a national security threat.

#ai

· · TechCrunch

Andrew Yang thinks the next big startup opportunity is lowering the cost of living

Andrew Yang made a list of everything Americans overpay for — housing, food, wireless — and thinks the next startup gold rush is giving that money back.

#technology

· · Dev.to

VEX Cloud Gets Docker Scout Attestations, But With Hidden Pitfalls

This is a follow-up to From 70 CVEs to 0: a hands-on VEX suppression workflow with Trivy. Docker Scout attestations as a first-class The demo repo is the same: github.com/darkedges/trivy-vex-demo pull the latest and the new steps are already in run.sh / run.ps1. The demo now has three distribution c

#cloud-computing#docker#devops#vulnerability-management

· · Dev.to

Introducing QUANT ELITE, India's Latest Cloud-Powered Trading Bot Innovation

{ "title": "MT5 Expert Advisor Kenya Profitable: Complete Guide for Africa", "content": "# MT5 Expert Advisor Kenya Profitable: Complete Guide for Africa\n\n## Why MT5 Expert Advisors Matter Right Now in Africa\n\nKenya's financial markets are exploding. The Nairobi Securities Exchange (NSE) hit rec

#cloud-computing#trading-bots#mt5#fintech

· · Dev.to

Got an Even G2? Build Your Own Apps! — Hands-on Impressions and Dev Tips

Introduction I bought the Even G2 smart glasses from Even Realities, along with the Even R1 smart ring that controls them. https://www.evenrealities.com/ In this post I'll share my impressions of the Even G2 and R1, plus some tips I picked up from building three small apps for them. I ordered mine w

#cloud-computing#smart-glasses#app-development#wearable-tech

· · Dev.to

NVIDIA NIM™ 與 LangGraph 打造智慧醫療數據查詢 AI Agent

用 AI Agent 控制地端 Kubernetes Cluster：開發與實戰經驗彙整 2026 年 3 月 | 整理自社群公開發表的實戰經驗與開源專案 2025–2026 年，AI Agent 從「實驗性玩具」快速演變為能直接操作生產環境的基礎設施。其中最引人注目的應用之一，就是讓 AI Agent 直接控制地端（on-premise）Kubernetes 叢集——從故障診斷、資源調度到自動修復，全都可以用自然語言驅動。 CNCF 在 2026 年 2 月正式宣布 KubeCon Europe 2026 將舉辦 Agentics Day: MCP + Agents 共置活動，標誌著 Age

#cloud-computing#ai-agent#kubernetes#healthcare-technology

· · Dev.to

Google AMS MODEL Activation Scanned to Perfection in Cloud Testing

AMS 模型 Activation 掃描實測：從 Weights 層面驗證安全性，三個小模型全部 CRITICAL Google Cloud 在 2026 年 4 月底開源了 AMS（Activation Model Scanner），它用的不是傳統的行為測試，而是直接量測模型 activation space 的幾何結構，確認 safety training 是否真的在 weights 層面留下了痕跡。我們用三個大小不同的開源模型做了快速掃描，結果是：三個全部 CRITICAL，分數從 0.37 到 1.82 不等，沒有一個跨過 3.5 的安全門檻。這份報告記錄了 2026 年 4 月底在

#cloud

· · Dev.to

Unleashing TypeScript's `never` Type: Unlocking Advanced Type Patterns and Checks

If you've been writing TypeScript for a while, you've probably seen never in error messages or type definitions and wondered what it actually does. It's not just an obscure edge case — never is one of the most practical tools in the type system once you understand how to use it. Let's walk through t

#typescript#cloud-computing#programming#developer-tools

· · Dev.to

Indian Firms Optimize PII Detection with Regex, BERT-NER, and Ensemble Models

PII 偵測三路對比：Regex vs BERT-NER vs Ensemble 在 9 個醫療與商業場景的實測要替 LLM pipeline 加 PII 偵測，最常見的問題是：規則式（Regex）夠不夠用？BERT-NER 能補什麼？這次我們拿 9 個測試案例（商業合約、HR 記錄、程式碼審查、EMR 出院摘要、VCF 基因報告、放射科報告，加上 3 種混淆格式的 PII）做了三路比較。結果是：Ensemble 拿到最高平均 F1 = 0.662，BERT-NER 單獨跑反而只有 0.167——在醫療文本上幾乎全滅。這份報告記錄了 2026 年 4 月底的實測數據，適合正在為醫療 AI

#cloud

· · Dev.to

Indian LLMs Fail to Repel MITRE ATT&CK Attacks with Consistency

本地 LLM 抵擋 MITRE ATT&CK 攻擊的能力差異：Qwen3.6 vs Llama3.1 安全實測本地開源 LLM 在面對 MITRE ATT&CK 攻擊框架時的抵抗力，其實有著顯著的個體差異。在 15 組紅隊攻擊指令的實測中，Qwen3.6-7B 吐出可用攻擊腳本的比例高達 73.3%，而 Llama3.1-8B 只有 33.3%。這份報告利用 AttackGPT 框架評估了這兩款模型的完整安全數據，適合正在建構本地端 AI 護欄的 MLOps 工程師，或是對 Red Teaming 工具有興趣的研究員參考。之所以會跑這趟測試，是因為我們團隊近期正在評估把本地 LLM 導入醫

#cloud

· · Dev.to

I Checked Why Claude Fable 5 Was Suspended 4 Days After Launch. This Is Not an Outage.

Claude Fable 5 launched as Anthropic's new top-end model. Four days later, access to Fable 5 and Mythos 5 was suspended. The first takes I saw were predictable: "Fable 5 got jailbroken." "Claude is down." "This is just the June 22 subscription change." Two of those are wrong. One is plausible only i

#cloud

· · Dev.to

Global AI Disruptions Mount as US Export Controls Hit Claude Fable 5 & Mythos 5

🚨 AI SUPPLY-CHAIN ALERT — a single regulator just pulled two AI models offline worldwide. On 12 Jun 2026, a US government export-control directive forced Anthropic to abruptly disable Claude Fable 5 and Mythos 5 for all customers globally — citing national-security authorities and a known model jai

#cloud

· · Dev.to

Avoiding Cloud Catastrophes: Common Mistakes in Custom Software Projects Exposed

Why Custom Software Projects Fail (And How to Avoid the Most Common Mistakes) After working on software projects of different sizes, I've noticed that technical challenges are rarely the main reason projects fail. More often, problems come from unclear requirements, poor communication between stakeh

#cloud

· · Dev.to

Cloud Power: Boosting Efficiency with zsh Command Line Hacks

Sometimes I run a command and immediately realize I only need to change one small part of it. For example, say I just converted a video with ffmpeg: ffmpeg -i calligraphy01.mp4 -c:v libx264 -c:a aac calligraphy_good_01.mp4 Then I want to run the same command for the next file: ffmpeg -i calligraphy0

#cloud

· · Dev.to

Upgrading Magento 2 to REST API with Seamless FedEx Integration

FedEx is retiring the legacy Web Services (SOAP) endpoints that Magento's original carrier integration relied on. If your store still calculates rates through the old Fedex carrier model, you are one FedEx policy change away from blank shipping quotes at checkout. At Towering Media, we have migrated

#cloud

· · Dev.to

Revamping Magento Checkout with React: Boosting Performance Outcomes

Magento's default Luma checkout loads a heavy Knockout.js stack, dozens of RequireJS modules, and payment iframes that fight for the main thread. For merchants where checkout is the conversion bottleneck, shaving seconds off load and interaction time pays back faster than another homepage hero image

#cloud-computing#react#magento#performance-optimization

· · Dev.to

Migrating to Hyvä: A Step-by-Step Cloud Solution for Indian Magento Retailers

We've been a Magento agency in Chicago since 2008. When HyvÃ¤ Themes hit the ecosystem, we were skepticalâ€”another theme promise. Then we measured Core Web Vitals on client stores and the case became obvious: HyvÃ¤ is the most practical path to a fast Magento storefront without a full replatform. T

#cloud#magento#web-performance#theme-migration#ecommerce

· · Dev.to

I Built a Spaced Repetition Flashcard App and Deployed It to Azure for $5/month

A couple of years ago, I built a custom flashcard app. I had a huge list of words and sentences in Japanese that I collected in an Excel file. I wanted an app that could easily take them and display them on flashcards. The flashcard app was useful, but the main issue was that I could only use it on

#cloud

· · Dev.to

How We Cut Magento Checkout Drop-off by 34% with a React Frontend

When a Magento store feels slow, merchants usually notice it first on the homepage. When revenue actually slips, we usually find the damage deeper in the funnel. That was the case on a recent mid-market Magento 2 build we inherited. Product pages were acceptable. Search worked. But checkout analytic

#cloud

· · Dev.to

USPS Shipping Integration with Magento Hits a Bump, Quick Fixes Inside

If your Magento store still depends on the old USPS Web Tools integration, you should assume your shipping rates are either already broken or one change away from breaking. That sounds dramatic, but it is the practical reality we have been seeing. USPS has moved away from the old Web Tools model and

#cloud