Maximizing speed: How continuous batching unlocks unprecedented LLM throughput
Why old-school batching just doesn’t cut it To handle multiple users at once, LLM systems bundle requests together. It’s a classic move. The problem? The classic ways of doing it fall apart with the unpredictable, free-flowing nature of language. Imagine you’re at a coffee shop with a group of friends. The barista says, “I’ll make […]
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Python has a friend in Rust
Python 3.14 is here, and it’s bursting with goodies! Plus, Rust is making it easier to redistribute Python apps, PDM is simplifying Python package management, and Java is challenging Python for developing AI applications. Top picks for Python readers on InfoWorld The best new features and fixes in Python 3.14Welcome to the biggest new Python […]
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The day the cloud went dark
AWS responded quickly, rolling back changes and isolating affected components. Communications from AWS Support, while timely, were predictably technical and lacked specifics as the crisis developed. Issues with autoscaling, load balancing, and traffic routing caused downstream effects on seemingly unrelated services. It’s a reminder that, despite the focus on “resilience” and “availability zones,” cloud infrastructure […]
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OpenAI seeks to automate ‘computer use’ for Macs in the enterprise
While AI bots have begun mastering tasks in browsers and on Windows, Mac-using enterprises have largely been overlooked, until now. OpenAI aims to change that with its acquisition of generative AI interface maker Software Applications Incorporated. The base of this integration is Sky, a generative AI-based, natural language-input compatible assistant for macOS that the San […]
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Using the SkiaSharp graphics library in .NET
With the canvas in place, you’re able to use SkiaSharp’s drawing primitives to add common shapes, like circles or rectangles. Other options support features like anti-aliasing, smoothing curves as needed. SkiaSharp has its own coordinate system, which may differ from that used by your choice of framework. It uses pixel-based measurements, so you will need […]
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The best new features in Java 25
class Shape { final int area; public Shape(int area) { if (area <= 0) throw new IllegalArgumentException(“Area must be positive.”); this.area = area; } } Now say you want to have a Rectangle class. In Java before JDK 25, you’d have to somehow extract the calculation to use it in the super() call, usually using […]
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Google kills its cookie killer
The technologies Google is discontinuing are: Attribution Reporting API for both Chrome and Android, IP Protection, Protected Audience API for Chrome and Android, Protected App Signals, On Device Personalization, Related Website Sets, Private Aggregation (including Shared Storage), Select URL, SDK Runtime and Topics for both Chrome and Android. It is unlikely that the Privacy Sandbox […]
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AWS DNS error hits DynamoDB, causing problems for multiple services and customers
Real-time monitoring service Downdetector noted that outages at Venmo, Roku, Lyft, Zoom, and the McDonald’s app were “possibly related to issues at Amazon Web Service.” Increased error rates AWS itself first reported the incident on its service health status page at 12:11 a.m. Pacific time, saying, “We are investigating increased error rates and latencies for […]
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An EU breakup with US cloud providers
Moreover, many organizations already operate in multicloud or hybrid cloud environments, which makes achieving complete independence logistically and operationally complex. Even if a company transitions some workloads to sovereign clouds, it’s likely that a multicloud strategy will still retain specific dependencies on US platforms. Such a strategy can reduce geopolitical and regulatory risks, but it […]
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Threat actors are spreading malicious extensions via VS marketplaces
The discovery, only now being revealed by Wiz after remediation work by Microsoft and OpenVSX, is another example of why developers need to take more care in sanitizing their code before dropping it into open marketplaces, and why CSOs need to ensure extensions used by their developers are scrutinized closely. Developers are prime targets Developers […]
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