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Test-time scaling (TTS) has emerged as a proven method to improve the performance of large language models in real-world applications by giving them extra compute cycles at inference time. However, TTS strategies have historically been handcrafted, relying heavily on human intuition to dictate the rules of the model’s reasoning. To address this bottleneck, researchers from Meta, Google, and several universities have introduced AutoTTS, a framework that automatically discovers optimal TTS strategies. This au
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VentureBeat
An East Bay apartment complex has been bought at a price that's well below its prior value. Read more ›
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A PG&E Corp. unit has bought a San Jose building in a move to bolster the utility's South Bay operations. Read more ›
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The Trump administration's haphazard "AI-first"approach to warfare has already killed countless innocents and is setting the stage for a world where no human is ever to blame for the deaths. Read more ›
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Matter 1.6 introduces updates to device setup, smart thermostats, and connected-home technologies. Here's what you need to know. Read more ›
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"An attacker could have rickrolled the entire FIFA World Cup" - but luckily the issue was quickly fixed. Read more ›
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The latest publicity stunt by Nothing involves its founder and CEO, Carl Pei, releasing a video on his Instagram profile. In the video, he addresses Apple, warning the Cupertino company that Nothing is going to steal its customers, "one bored iPhone user at a time". And that's it. Does Tim Cook even know that Nothing exists? Does his successor? Probably not. View this post on Instagram A post shared by... Read more ›
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Dell 16 Laptop is now just $500, a staggering $450 off the usual price of $950, but it won't be around for long. Read more ›
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A government breach notice claimed VRChat data exposure affecting millions, but the company strongly denies any compromise or system intrusion. Read more ›
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A 12Ah battery can go a long way towards properly supporting these 13 power-hungry tools from powerhouse brand Milwaukee. Read more ›
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Apple CEO Tim Cook says "price increases are unavoidable" in a Wall Street Journal interview. What does that mean? Read more ›
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Apple CEO Tim Cook warns of rising prices for iPhones, MacBooks, and iPads due to a global memory chip shortage. Read more ›
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Apple has held off major price hikes despite soaring RAM and storage costs, but Tim Cook says the AI-driven memory crunch is making that strategy increasingly difficult to maintain. Read more ›
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Here's how to watch Uzbekistan vs Colombia for free online and from anywhere as the World Cup 2026 debutants face Los Cafeteros in Mexico City. Read more ›
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Looking for NYT Strands answers and hints? Here's all you need to know to solve today's game, including the spangram. Read more ›
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wiredmikey shares a report from SecurityWeek: Microsoft on Wednesday published an advisory acknowledging the public disclosure of a vulnerability in Defender that could lead to privilege escalation. The security defect, tracked as CVE-2026-50656 (CVSS score of 7.8), was dropped last week by security researcher Nightmare Eclipse (also known as Chaotic Eclipse). "We are working to provide a high-quality security update that addresses this vulnerability. We will provide information in this... Read more ›
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Looking for NYT Connections answers and hints? Here's all you need to know to solve today's game, plus my commentary on the puzzles. Read more ›
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Looking for Quordle clues? We can help. Plus get the answers to Quordle today and past solutions. Read more ›
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The original 'Vampire Hunter D' and its sequel 'Bloodlust' continue to inspire the medium's coolest instincts. Read more ›
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VentureBeat
Presented by Capital One Enterprises aren’t struggling to experiment with AI; they’re struggling to make it work in the real world. Moving from promising prototypes to reliable, production-scale systems is where most efforts stall.In my role within Capital One’s AI Foundations organization, I’ve seen firsthand that successful AI implementation isn’t just about adopting the latest models or tools. It requires a disciplined R&D approach that connects foundational research to real-world... Read more ›
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GenAI image generators like Stable Diffusion do not draw a picture pixel by pixel from left to right. They start with noise and iteratively refine the entire image in parallel until it converges, in a process known as diffusion. For years, applying that same principle to text generation had remained out of reach at scale.Standard language models work like a typewriter: one token at a time, left to right, with... Read more ›
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Presented by F5Enterprise AI teams have spent years solving for compute, securing GPU allocations, negotiating cloud capacity, and benchmarking training throughput. The assumption embedded in that work is that the path between storage and compute will keep up. In production, that assumption increasingly does not hold. Real traffic introduces latency spikes, network jitter, and node degradation that controlled benchmarks fail to capture, resulting in pipelines that perform well in the... Read more ›
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Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory and compute that growing context demands. Most existing solutions either degrade model accuracy, require the full context to load before compression begins, or produce memory savings that don't translate into real speedups in standard serving infrastructure.A research team from NYU, Columbia, Princeton,... Read more ›
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Xiaomi's MiMo AI team has open-sourced MiMo Code V0.1.0, a terminal-native AI coding assistant that the Chinese electronics giant says outperforms Anthropic's Claude Code on key agentic coding benchmarks, especially on long-horizon, multi-step tasks (200+ steps) — at least, according to its own internal beta release and survey of 576 developers. It's also bundling limited-time free access to MiMo-V2.5, its multimodal flagship model with a million-token context window, requiring no... Read more ›
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Agent skills have become an important part of real-world AI applications, providing a mechanism — a set of instructions saved in a folder of text-based markdown (.md) files, usually — for models to adapt to specific enterprise use cases and complex workflows. However, optimizing these skills is a slow process and faulty process, as they cannot be trained in the same way as the parameters of the underlying AI model.... Read more ›
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Most enterprise RAG pipelines start the same way: a text parser converts web pages and documents into plain text so they can be chunked and indexed for retrieval. That conversion step destroys retrieval signals — and according to new research, it's responsible for the majority of wrong answers.A research team from UC Berkeley, Princeton University, EPFL and Databricks published a paper this week introducing PixelRAG, a system that skips that... Read more ›
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The creators of the hit, enterprise-friendly, open source OpenClaw variant NanoClaw are partnering with software supply chain management leader JFrog have to launch a new, joint security integration they say will protect NanoClaw autonomous agents from malicious code injection. "These agents are doing things that you cannot necessarily control, and you cannot necessarily train," said Gal Marder, Chief Strategy Officer at JFrog, in an exclusive interview with VentureBeat.Available immediately, the... Read more ›
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Large language models continue to struggle with hallucinations, presenting a major roadblock for real-world enterprise applications. Reducing these errors is a messy business, forcing model developers to navigate a strict tradeoff where eliminating factual errors often suppresses valid answers.In a new paper, Google researchers introduce the concept of "faithful uncertainty," a metacognitive technique that aligns a model's response with its internal confidence. This alignment allows the model to offer appro Read more ›
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Moonshot AI released Kimi K2.7-Code this week, an open-source update to its K2 coding model family, claiming leaner reasoning and double-digit performance gains.K2.7-Code is built on the same trillion-parameter mixture-of-experts architecture as its predecessor K2.6, and drops in via an OpenAI-compatible API — which matters for teams already running K2.6 in production gateways.When K2.6 launched in April, it topped OpenRouter's weekly LLM leaderboard — a ranking based on actual API... Read more ›
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17.06.2026 20:30
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