AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Add your teaser here. It should complement the headline, not repeat it. Teaser cannot be longer than 240 characters. The Blog Review Gem will suggest an excerpt. Clairic is a new model from Cloudflare that is a System One extraction modeI, capable of extracting, computing, estimating, and forecasting data from unstructured inputs.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Alex Tait on a proposed amendment to the representation of the people bill, and Dr Joseph Mullen on Russian interference in the Brexit referendum Andy Burnham’s comments about Russian interference in Brexit (Report, 11 October) and the warning by the MI5 chief, Ken McCallum, against exaggerating its impact (Report, 13 October) risk overlooking another serious threat to electoral integrity: disinformation from our own political parties and campaigners. Foreign interference deserves scrutiny, but misleading factual claims in electoral advertising are unregulated, unlike in commercial advertising. We have four sets of rules to ensure an advert for a packet of sausages is accurate, but none for the most important advertising of all – ads that influence how we vote.…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：TwelveLabs Pegasus 1.5 is now available in Amazon Bedrock. The video language model turns long-form video into structured, timestamped metadata: define the moments that matter and get every matching segment back as JSON, with new video segmentation, multimodal prompting with reference images, and on-the-fly processing of up to two hours of video.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Deepgram worked with the AWS Forward Deployed Engineering team to port its Nova-3 speech-to-text model to AWS Trainium2 for offline batch inference. This post covers porting to the AWS Neuron stack, kernel-level tuning, a data-parallel Rust runtime, and the throughput and cost results on batch transcription.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：vLLM's prefill-decode disaggregation splits LLM inference across engine instances but must transfer the KV cache between them. This post introduces a push-based NIXL connector that moves transfer coordination off the critical path, delivering up to 3x better TTFT and 30% better TPOT in benchmarks on Amazon EC2 P5en instances with AWS EFA.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Multi-turn agentic workloads reprocess growing conversation context each turn, driving up latency. See how bi-directional KV cache transfer lets prefill and decode nodes reuse previously computed context across turns, cutting time to first token by up to 1.6x for Qwen3-32B and 3.3x for GLM-5-FP8 on Amazon EC2 P5en instances with EFA.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：At a creative industry event that took place today in Berlin — hosted in collaboration with Adobe, Bertelsmann, NVIDIA and UFA — the latest advancements in intelligent media were on display. Key to the news: the European Broadcasting Union (EBU) is collaborating with NVIDIA to expand its sovereign framework with cloud, open models and integration […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：How Numan built Nu, an AI health coach, on LangGraph and LangSmith with per-category evals, simulated conversations, and safety gates on a regulatory line.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Today, I’m talking with Illinois Governor JB Pritzker, who has a lot of thoughts about AI, tech, and privacy. If you’ve been listening to the show, you know that one of my running theories is that those issues are driving a big and maybe kind of unexpected political realignment — and with the midterms coming up next month, and early voting already underway in a lot of places, the stakes are pretty high right now. So I asked Gov. Pritzker about all that, and he was surprisingly willing to dive right into the absolute existential weeds of what government is even for. You’ll hear him say — and it’s hard to disagree — that some problems are just collective action problems that require the government to do a lot of work. We can’t solve all these problems one at a ti…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Not content with challenging the major frontier AI labs with lower-cost models, Chinese AI company DeepSeek is setting its sights The post DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too. appeared first on The New Stack.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We benchmarked NVIDIA's new Arm-based Vera CPU on agentic Sandbox workloads. Under heavy load, it completes far more tasks than the x86 and Graviton alternatives, without sacrificing latency.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：When Databricks opened its New York R&D hub at 5 Bryant Park earlier this year, we...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Monitoring tools common in a range of workplaces, including factories, office jobs, delivery work and in retail – often without employees being informed Get our breaking news email, free app or daily news podcast Employers are increasingly using technology, from CCTV to keystroke monitoring, to track workers’ moves and it is being accelerated by the use of AI, the Human Technology Institute has warned. Examples provided to Guardian Australia by the institute include a fast-food restaurant using surveillance cameras to stop workers using their phones, and AI tracking leading to a cashier warned over making a mistake once every 533 scans. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：A hacker broke into more than 100 websites using an army of AI agents that mostly operated on their own, according to findings from the AI security firm Norforge. Though Norforge doesn't name the targets, Reuters reports that the victims included companies like John Deere, SharkNinja, and Cummins. Concerns over AI-powered cybersecurity breaches have grown as the technology grows more advanced, with hackers using the tools to carry out large-scale attacks. At the same time, rogue AI agents are carrying out attacks of their own after escaping from testing environments. Researchers at Norforge uncovered the attacks through exposed work on Cai … Read the full story at The Verge.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：It may be AI slop, but it's my AI slop.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：MiniMax has released M3.1 Flash, a 428B-parameter MoE model with about 23B active parameters and a 1M-token context. API pricing is $0.15/$0.60 per 1M tokens, with weights due October 23 The post MiniMax Just Launched M3.1 Flash: 428B MoE Agentic Model at $0.15/M Input appeared first on MarkTechPost.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：What do you think?

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Learn how OpenAI is improving ChatGPT across low-resource programming languages, with new evaluations for software engineering, SQLite, and COBOL migration.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Democrats could win back control of Congress this November, and if they do, they'll need to decide how to approach one of the country's newest and thorniest political issues: AI. Polls predict Democrats will flip at least one chamber of Congress in the midterm elections, which would put committee leadership back in their hands. That could usher in a wave of newfound scrutiny for AI companies. Top Democrats on key committees have already signaled their willingness to press the industry on tax credits tied to data centers and recent hacking incidents, and would be able to set committee agendas if they take over, allowing them to call CEOs to … Read the full story at The Verge.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：In this article, you will learn what Python descriptors are and how to use them to build three types of controlled attributes: validated, computed, and...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：This summer, I built a small experiment called ContextCue. The idea came from something I kept seeing during my internship. The engineers around me were using AI everywhere in the software development process. GitHub Copilot and Claude models helped with specs, code, reviews, and tests. The team also maintained reusable skills that taught coding agents […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The $48bn giveaway by company, which is preparing to list on stock market, comes amid concerns about the tech Anthropic has said it will commit 5% of its shares to a fund for the “public good”, as the AI developer behind the Claude chatbot seeks to bolster its appeal before its stock market listing. The company announced that it would commit the shares, worth around $48bn (£36bn) at its latest valuation in May, subject to shareholder approval. It will add a further 2% of its stock to the fund for every 50% increase in its value above an undisclosed baseline. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Exclusive: Using test accounts acting as 13-year-olds, Tech Transparency Project downloaded 135 apps with features to generate nonconsensual nude imagery In December 2025, Morgan Dorfman received distressing news: a student at her daughter’s Pennsylvania high school was making AI-generated pornographic material using the daughter’s image. He was using an artificial intelligence image-editing app called Movely to create sexual videos from pictures of her daughter and five other girls. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：This white paper explains how edge AI and physical AI help cities move beyond passive monitoring. It shows how urban infrastructure can sense, reason, and act on real-time conditions across public safety, mobility, and infrastructure management. What you will learn about: How the shift from smart cities to cognitive cities depends on infrastructure that reasons and acts, rather than infrastructure that only monitors. Why edge AI supports low-latency decisions, keeps sensitive data within city boundaries, and reduces dependency on centralized cloud infrastructure. How computer vision, multimodal sensing, and generative and agentic systems work together to support public safety, mobility, and infrastructure applications. How a tiered edge architecture assigns mon…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Agentic AI in customer experience stalls at scale. Learn how P&L-tied use cases, connected knowledge, governed testing, and hybrid teams move pilots forward.