🌍 Dev.to

Why live dubbing lags a sentence behind, and how dubbing from buffered audio fixes it

Disclosure: I work on EarDub, a browser extension that dubs videos into other languages. This post is about a design problem we hit, not a product pitch, but the product comes up at the end. If you've tried a "real-time" video translator that listens to a video and speaks a translation, you've probably noticed the voice runs about one sentence behind the speaker. The person on screen finishes a thought, there's a pause, then the translation starts, and by then the speaker is already on the n...
🌍 Dev.to

Telling a cheap model to "think a little" made it slower and sometimes silent

I told a model to think less, and it started thinking. That's the whole bug. But how I got there is worth writing down, because anyone putting one endpoint in front of several model families will probably hit some version of it. The setup: I build a desktop app that can talk to a model three ways. A local model through Ollama, the user's own API key, or cloud credits that go through a small gateway I run (a Cloudflare Worker) in front of OpenRouter. In that last mode the app doesn't know w...
I gave an AI assistant a memory of PubMed - and learned why "forgetting" is the hard part
🌍 Dev.to

I gave an AI assistant a memory of PubMed - and learned why "forgetting" is the hard part

I wanted to see whether an AI assistant could keep up with a fast-moving corner of cancer research instead of answering from whatever it saw during training. So I picked one narrow question: how do KRAS G12C lung and colorectal tumours become resistant to sotorasib and adagrasib? Then I built a PubMed connector for cognee , the open-source memory layer for AI agents, as part of Mergetober. This post covers how to use it, what actually happened when I pointed it at real PubMed data, and thr...
Add S3 uploads to Vercel apps without storing long-lived AWS keys
🌍 Dev.to

Add S3 uploads to Vercel apps without storing long-lived AWS keys

A Vercel app can accept a file upload and store the object in Amazon S3 without putting a long-lived AWS access key in source code or deployment variables. Vercel’s Amazon S3 Marketplace integration now connects an S3 resource to a Vercel project, supplies connection details as environment variables, and authenticates with short-lived OIDC credentials. The practical work remains yours: authorize the uploader, choose the object key, validate the file, and decide who can read it. This guide wal...
🌍 Dev.to

Apple Unveils HomeView for $299: A18 Silicon, 7-Inch Square Liquid Retina Display, and Multi-User Facial Recognition

Apple has officially unveiled the Apple HomeView, a $299 dedicated smart home command center that bridges ambient home automation with on-device Apple Intelligence. Representing Apple's most consequential hardware category launch of late 2026, HomeView combines custom A18 silicon, an edge-to-edge 7-inch square Liquid Retina display, and an iMac G4-inspired domed acoustic base. Pre-orders are live ahead of a November 13 global shipping date, signaling Apple's direct challenge to Amazon Echo Show ...
🌍 Dev.to

Edge-Native Webhook Ingress: Running Webhook Gateways on Cloudflare Workers and WebAssembly (Wasm)

Modern distributed systems lean on webhooks to drive event-driven workflows, sync data between SaaS platforms, trigger deployments, and process billing events. The traditional design routes webhook traffic from providers such as Stripe, GitHub, or Shopify straight into a centralized Kubernetes cluster or cloud region. That design has real security and capacity drawbacks. A public webhook endpoint accepts requests from anyone, so it is only as safe as its signature verification. If every reque...
HackerNews

The Double Headed Stack Allocator

Article URL: https://blog.demofox.org/2026/10/03/the-double-headed-stack-allocator/ Comments URL: https://news.ycombinator.com/item?id=50098274 Points: 24 # Comments: 2
HackerNews

Future of Cancer Care Today (FCCT)

Article URL: https://sijbrandijfoundation.org/fcct Comments URL: https://news.ycombinator.com/item?id=50098702 Points: 5 # Comments: 0
Trump Aides Admit the House Is a Lost Cause
🌍 Wired

Trump Aides Admit the House Is a Lost Cause

With the midterm elections just a few weeks away, the White House knows it has to go all in on Senate races—while virtually forfeiting the House.
🌍 TheVerge

Microsoft and Japan took down a cybercrime network behind over a billion scam messages

We've all gotten a scam text about a nonexistent parking ticket or a fake package delivery, but hopefully you'll start seeing fewer of them. Microsoft says it helped dismantle a marketplace for scammers sending phishing messages like those around the world. Through an investigation with Japan's National Police Agency, it tracked scam activity back to […]
🌍 TheVerge

Eight states sue OpenAI, saying ChatGPT isn’t safe for kids

OpenAI is facing a new wave of lawsuits from eight US states that accuse the company of harming children and misleading customers about the safety of ChatGPT, as reported earlier by Reuters. The lawsuits, filed separately by Iowa, Kansas, Nebraska, West Virginia, Arkansas, Arizona, Idaho, and Montana, allege OpenAI unlawfully put profits over safety when […]
🌍 TheVerge

The best feature of Apple’s HomeView might be its simplicity

I'm just going to come right out and say it. I love the approach Apple has taken with the HomeView. I think it's the shared, always-available household interface that my family might finally use. Is Apple's first smart display my dream smart home dashboard? No. But is it the right product for Apple Home at […]
🌍 TheVerge

McKinsey is making job applicants spar with a fake AI client

Consulting firm McKinsey & Company is going to ask some entry-level candidates to have a 10-minute conversation with an AI simulation of a client as part of the interview process, according to The Wall Street Journal. The AI simulation "aims to reflect 80% of the scenarios McKinsey consultants might encounter in their day-to-day work," the […]
🌍 TechCrunch

Gudea leverages AI to help organizations prevent social media crises before they erupt

Every day, conversations unfold across social media and websites around the world. A seemingly insignificant post—whether it involves AI-generated misinformation, hate speech, or a damaging rumor—can quickly snowball into a much larger public controversy. Gudea, a company that tracks how stories and rumors spread online that describes itself as the “storm tracker for the internet,” […]