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ing Bulbul users can migrate to V4 Flash through the existing Bulbul API. Sarvam said it expanded its proprietary speech datasets nearly sevenfold compared with V3, increasing coverage across languages, regional accents, speakers, emotional registers and conversational styles. The company pretrained V4 from scratch with a focus on Indian language representation and used a language-balanced training process to improve pronunciation and preserve the characteristics of individual languages. “Region

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highest requirement for growth capital between July and September 2026, followed by retail and consumer goods, fast-moving consumer goods (FMCG), and consumer durables. With an average ticket size of approximately ₹3 crore, the company expects the financing initiative to support around 150–170 D2C brands, depending on their individual capital requirements. Co-founder Eklavya Gupta says the company plans to deploy the capital over the next 12–15 months. “We have been financing D2C brands for the

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log post that Argon tried to work around its own evaluations during training. What the company sees in practice is “an agent trying too hard to finish the job it was given,” Anca Dragan, vice president of AI safety and behavior, and Raluca Ada Popa, head of Gemini security at Google DeepMind, wrote in the post. According to that post, the model, in rare cases during training, tried to raise its container privileges to change grading scripts and pull answers from the test runner’s memory. In one

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ccording to an Economic Times report, which draws on Frost & Sullivan’s 2025 candidate estimates and a 2025 parliamentary committee report, India’s examination system relies on a fragmented network of private contractors, creating several vulnerabilities. Some of the issues with the current system are: No single entity oversees the examination process: The report says that one firm may operate examination centres, while another supplies computers and/or software. Separate agencies may deploy inv

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g raising fresh capital a year after its initial public offering, as its new business line InstaHelp, which connects users with house helpers within 10 minutes, continues to be a drag on the company’s overall profitability. In a regulatory filing, the company said its board will meet on October 16 to consider raising funds via qualified institutional placement (QIB), preferential allotment, private placement or a combination of these. While Urban Company has not disclosed the size or type of fun

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the only signal; Design: Visual cues that help people distinguish smart glasses from regular glasses It also recommended blurring bystanders’ faces on the device, switching off storage by default for real-time assistant features, blocking recording in sensitive places through geofencing, and adding “privacy frictions” that slow down sharing on social media. The EDPB called for industry-wide standards on recording signals. Using smart glasses with facial or voice recognition “raises unprecedented

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lds. Digital platforms operate across state and national boundaries, making geographically specific restrictions difficult to implement. Divergent state requirements could create fragmented compliance obligations for platforms. The proposed approach is to match the level of age assurance to the risks associated with a service. Privacy-preserving age estimation could suffice in some contexts, while higher-risk services might require stronger verification. Any system should include data-minimisati

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Opus 5.5、Sonnet 5.5和Meta Muse Wonder Full。 沃顿商学院教授伊桑·莫利克（Ethan Mollick）认为，Gemini 4在创意和写作方面取得显著进步，为现有前沿模型提供了不同的选择。不过，他指出，模型处理复杂多智能体任务时仍有不足，有时过于自信，Antigravity的工具链也需要改进。 企业AI咨询公司Red Dragon AI的山姆·维特文（Sam Witteveen）认为，Argon是一个非常出色但并非最强的模型。他看好模型结合视觉理解、软件生成和创意媒体的能力，但认为Antigravity与Claude Code、Codex等开发工具相比仍有差距。 X用户@cheaty则认为，Argon早期测试中的运行速度和成本表现不够理想。尽管模型能够完成任务，部分任务的实际花费仍明显高于其他模型。这也说明，企业评估模型时，不能只比较每百万token的标价，还要看完成同一任务需要多少调用、耗时多久，以及最终结果是否可用。 Argon的全面开放，让更多开发者和企业有机会检验谷歌展示的能力。但从模型能够完成某项任务，到企业可以稳定、低成本地将其投入生产

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o evade any “tripwires” or anything that would trigger an alert – like posting in an open forum with bystanders who might report them to the authorities. In the memo, the FBI encouraged agencies to develop relationships with AI companies to streamline “reporting avenues”. Law enforcement agencies have grown wary of the ways AI could be used against them – even if they also use those very same tools for their police and investigative work. As the Guardian previously reported, police have warned t

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at was particularly acute for people on the fringes of the financial system. “Imagine what would happen if trust disappears or is eroded to a point that people no more have the courage to be included,” she said. Her comments followed a warning from the IMF on Tuesday that the possibility of a big cyber-attack was one of the factors raising the global financial stability threat level to “elevated”, alongside higher borrowing costs and the risk of an AI share price crash. Bailey stressed that frau

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aims to help individuals better understand their health data, track changes over time and make more informed decisions about their health and wellbeing. Stride is focused on encouraging a shift from treating health problems after they emerge towards identifying potential risks and addressing them earlier. By combining diagnostic testing with personalised guidance, the company aims to make preventative health management more accessible and encourage long-term changes in everyday health behaviour

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e a year to approve," he shared. To address this, VitVio aims to minimise upfront capital expenditure, with most costs covered through hospital operating budgets. The company encourages hospitals to begin with a limited number of operating rooms, measure performance against an established baseline, and expand after evaluating the results. "We prove results in their own rooms and improve multiple challenges they face in the OR before asking them to scale." VitVio has raised $10 million in total f

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g for five years now, mostly in a high-level, almost speculative way. I think we're finally arriving at the point where there's enough will from enough actors to work through the pragmatics: what tools are necessary, what policies, what institutions we need to build. I'm excited to have my hands on the ground for that. Is there a particular project you'd highlight? I've become very interested in AI use in government. I've been in conversation with national AI safety institutes, civil society gro

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ur private resources need an explicit path. Serverless Private Link provides that path, and it remains the right tool for cloud-managed services like AWS S3, or Azure Data Lake Storage. But for resources you host and manage, like databases, Kafka clusters, or internal APIs, connecting often meant a separate private endpoint, load balancer, and proxy VM for each resource — plus back-and-forth coordination between your Databricks admin, cloud admin, and network security team. For a handful of reso

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ead pages in a Local File Cache (LFC) on the compute. The cache grows with the CU size and can use up to 75% of the compute's memory. A page that is not in the cache comes from storage, which takes longer. Databricks Apps compute runs the Slide Hub web server. Its size is fixed per app. A MEDIUM app has up to 2 vCPU and 6 GB of memory, and a LARGE app has up to 4 vCPU and 12 GB. Slide Hub runs one app instance. Each Python worker process in it holds a pool of 8 database connections, so 2 workers

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草原上圈地盖楼。 图源：高德地图 然而，算力饥渴是全球性的。随着大模型训练与推理需求呈指数级爆发，全球范围内的云巨头、科技新贵与主权基金也在极力寻找下一个“乌兰察布”。 那么，全球还有哪些地方，具备类似的组合条件？ 西班牙阿拉贡：欧洲版的最强候选之一，但缺一张牌 在欧洲这片向来以高电价、严环保和漫长行政审批著称的土地上，西班牙东北部广袤而人口稀少的阿拉贡（Aragon）地区，正像极当年的乌兰察布一样，试图上演一场欧洲版的“算力逆袭”。 长期以来，欧洲在AI基础设施建设上远落后于中美。为了打破这一僵局，阿拉贡地方政府选择直接为科技巨头“开绿灯”。他们推出了名为“PIGA”（阿拉贡公共利益项目）的特区审批机制。在传统欧洲国家需要耗费数年才能拿下的环保与建筑许可，在阿拉贡通过“一站式”投资者服务和PIGA绿色通道，被压缩到了12个月以内。 全球已建成数据中心容量（欧洲远远落后于中美两国） 敏捷行政与极速落地的成效是惊人的。亚马逊已宣布在阿拉贡累计投资337亿欧元（约384亿美元）用于云服务和人工智能基础设施，这是其在美国本土之外最大的一笔云与AI基础设施投资。据悉，新设施在大约一年内完成了大

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gains aren't hypothetical; they're happening across the continent right now. Recent findings by the European Investment Bank show AI is helping to lift labor productivity by an average of 4% across adopting firms without displacing employment. Take Renault Group. Amidst the rising costs and production pressures of today’s automotive sector, Renault Group is using Google AI to modernize its manufacturing operations and secure their competitiveness. On the factory floor, AI is preventing breakdown

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eigene Apps per KI-Prompt gratis und ohne Veröffentlichung im Play Store erstellen. Dafür genügt ein Google-Konto. Die für KI notwendige Hardware wird derweil immer stärker nachgefragt, sodass eine GeForce RTX 5090 inzwischen mindestens 6.500 Euro kostet. Vermutlich verschwindet diese Gaming-Grafikkarte demnächst komplett vom Markt, Nvidia benötigt die Chips für KI-Beschleuniger – die wichtigsten Meldungen im kurzen Überblick. Videos by heise c't 3003; heise & ct; Peertube Chatbot-Betreiber Char

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Strafe. Viele Hintergründe unklar Laut den Ausführungen des US-Justizministeriums soll der Verdächtige rund um das Anbringen des kleinen Video- und Audiorekorders diesbezügliche Fragen an einen KI-Chatbot gestellt haben. Dazu sei der Account seiner Ehefrau genutzt worden. Dabei sei es darum gegangen, wie man solch ein Gerät „baut, anpasst, installiert, Geräusche aufnimmt, testet, versteckt und aus der Ferne steuert“. In dem Dialog seien auch direkt mit dem fraglichen Gerät verbundene Informatio

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