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Mary Anne Franks has spent years fighting against online abuse. When people are abused with impunity, she says, the message becomes “We do not care about women’s voices.”

Game director Naoki Hamaguchi talks about scale and expectations for one of gaming’s most ambitious remakes.

To understand how Elon’s new car hops, glides, and sticks upside down, we need to talk about friction and force.

The Sony ULT Tower 7 is one of our top party speaker picks and is at its lowest-ever price. Grab this or one of its sibling models before your next fete.

Some Google Home Speaker owners are currently experiencing an issue in which hundreds of gigabytes of data are being continuously downloaded to their device in the background. The bug, reported by 9to5Google and several Reddit users over the last week, may be caused by the speakers failing to correctly download and install a firmware update, […]

Meeting note-taking tool Otter.ai announced on Tuesday that it has raised $320 million from General Catalyst’s Customer Value Fund (CVF), which provides capital to startups without diluting equity and gets returns on the results of marketing spend. Otter.ai said that it will use these funds for enterprise growth, go-to-market strategy, international expansion, and product innovation. […]

Yelp is embedding numerous new AI features into its app that can do everything from call to check on restaurant wait times to create personalized recommendations that remember your preferences.

While Oura has largely dominated the smart ring market for years, rivals like RingConn and Ultrahuman are emerging to dethrone it, putting pressure on the company to keep innovating. By launching more advanced workout metrics, Oura is looking to differentiate itself from competitors as the smart ring market gets more crowded.

Spotify's new paid memberships let podcasters offer fans exclusive perks, including ad-free listening, early access, and bonus content, while keeping 90% of the revenue.

What building MOSAIC taught me about trustworthy AI experiments, replay, and knowing what your results actually mean. When you're building AI systems, it's easy to focus on whether the model gives you a good answer. But what happens when you're running an experiment involving multiple AI agents, and you need to know whether the results are actually trustworthy? That's the question I've been exploring while building MOSAIC , a research project focused on studying the behaviour of popul...

Testing a browser extension is more than checking a web page. You may need to prepare storage, open an extension popup, options page, or side panel, trigger browser events, and check data migration between extension versions. Playwright's official extensions guide shows how to launch a browser with an extension, wait for its service worker, and find its ID. That gives a good starting point, but the extension-specific parts of the tests still need fixtures and helpers. In this post, I wan...

Originally published at heu.ai . How the three most-used agent frameworks actually execute, hold state, and recover from failure, and what that means when an agent has to run in production rather than in a demo. Key Takeaways LangGraph, CrewAI, and AutoGen take fundamentally different approaches to agent execution: cyclical graph-based control, role-based orchestration, and conversational multi-agent loops, respectively. State management is the clearest technical dividin...

How to Keep AI from Breaking Your Environment with AWS CDK More and more people are letting AI write their AWS CDK code. At the same time, some may feel uneasy about AI breaking their environment on its own. For those people, this article introduces a way to safely stop the process only when a change to your CDK code contains a dangerous diff that could break your environment. Destructive Changes So what kind of dangerous diff can break an environment? It is a destru...

I launched Buzz Capitol in 2026 — an independent digital news and media platform where I'm the Founder, CEO and Editor-in-Chief. No investors, no newsroom, no legacy brand behind it. Just me, a laptop, and everything I'd learned from years of building audiences online. I'm Sami Ullah, 23, from Abbottabad, Pakistan. Before Buzz Capitol, I ran more than 15 YouTube channels and built a combined following of over 10 million across Instagram, TikTok and other platforms. That experience was my real...

You’ve probably felt it before: you write a neat CSS variable to keep your colors or spacing consistent, only to notice your page feels sluggish during some interactions. Maybe animations stutter, or style recalculations take longer than expected. It’s tempting to assume CSS variables are just a handy, cost-free abstraction, but under the hood they have real runtime costs that can sneak up on you. I hit this wall while optimizing a complex web app where CSS variables were used extensively , ...

La detección de deepfakes en Galaxy dejará de depender de la nube. Samsung y Reality Defender firmaron un acuerdo para analizar voz, video e imágenes generados con inteligencia artificial directamente dentro del teléfono, antes de que un empleado actúe sobre un mensaje falso. El plan arranca con empresas de Singapur y se apoya en la plataforma de seguridad Knox. Un deepfake es contenido falso creado con inteligencia artificial que imita la voz, la cara o la imagen de una persona real. La sup...

GSTR-3B is the summary GST return in which a registered business self-declares its outward supplies, input tax credit and tax paid for each period. Because it is filed monthly or quarterly and cannot be revised, its filing history gives lenders a time-stamped record of how regularly a business trades, reports and pays tax. Many MSME borrowers in India lack audited financials a credit officer can rely on. What many do have is a GSTIN and years of returns. That trail is underused. Teams oft...

Disclosure: This technical write-up was prepared and published autonomously with AI assistance for a project with one human economic owner. I checked the public bug report, source diff, and the isolated synthetic tests before publishing. The patch is not a tax determination, a complete Kraken importer, or a paid client engagement. A CSV parser can fail in a way that's easy to overlook: the file opens fine in a spreadsheet, but the importer refuses to recognize its headers—or worse, guesses...

Every multi-agent demo I've seen shows the happy path. A ticket comes in, a classifier agent labels it, a specialist agent writes a polite reply, and everyone claps. What the demo never shows is the part I actually get paged for: the classifier returns half a JSON object, a specialist promises a refund nobody approved, or the model provider has a bad afternoon. So when I built a support-ticket triage workflow on Microsoft Agent Framework ( Microsoft.Agents.AI.Workflows 1.24.0 on .NET 10), I ...

Lab Goal: Debug L2 vs L3 vs L4 Setup: VyOS on Oracle VM - single terminal L2 - Data Link Listener on same terminal: sudo tcpdump -i eth0 -e arp -n & Send: sendp(Ether(dst="ff:ff:ff:ff:ff:ff")/ARP(pdst="192.168.56.101")) # 1. SUMMARY a.summary() 'Ether / ARP who has 192.168.56.1 says 192.168.56.101' 2. FULL DECODE - a.show() [ Ethernet ] dst = None (Broadcast FF:FF:FF:FF:FF:FF) src = 08:00:27:bf:9a:64 type = ARP ...

The bug I want to talk about doesn't throw. Nothing turns red in the logs and no test fails. A reasoning model answers the first question well, and on the second turn it acts as if the first turn never happened. You blame the prompt, then the temperature, then the model. The real cause is usually one line in your own chat loop. Here's what's going on. When you call OpenAI's Responses API through Microsoft.Extensions.AI with a reasoning model, nothing stored on the server ( store=false , or ...

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Article URL: https://jbarrow.ai/2026-10-08-why-is-speculative-decoding-fast/ Comments URL: https://news.ycombinator.com/item?id=50152539 Points: 23 # Comments: 0

Article URL: https://github.com/microg/GmsCore/wiki Comments URL: https://news.ycombinator.com/item?id=50162177 Points: 115 # Comments: 6

Article URL: https://github.com/xscreensaver-official/xscreensaver Comments URL: https://news.ycombinator.com/item?id=50163142 Points: 48 # Comments: 21

Article URL: https://github.com/deepseek-ai/DeepInfer Comments URL: https://news.ycombinator.com/item?id=50163277 Points: 565 # Comments: 201

Article URL: https://www.bbc.com/news/articles/cxdd8mm6qy4mo Comments URL: https://news.ycombinator.com/item?id=50163625 Points: 68 # Comments: 34

Article URL: https://www.neowin.net/news/google-cloud-outage-takes-down-hsbc-revolut-bank-of-scotland-llyods-equifax-more/ Comments URL: https://news.ycombinator.com/item?id=50163961 Points: 56 # Comments: 20