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When prefill and decode share a GPU, long prompts stall token generation for every concurrent request. Disaggregated Prefill and Decode (DPD) removes this interference by running each phase on separate GPU pools connected through Elastic Fabric Adapter (EFA) with Remote Direct Memory Access (RDMA). Large language model (LLM) inference has
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In this post, learn how KTern.AI, an SAP digital transformation platform, used Amazon Bedrock AgentCore to build and deploy AI agents ready for enterprise-scale SAP transformation workloads. These agents autonomously orchestrate workflows from reverse engineering, fit-to-standard, and code analysis to exception mining in Finance and Sales processes. The result
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This post was co-written with Daniel Han and Michael Han from Unsloth. Deploying large foundation models (FMs) stored at their original 16-bit floating-point precision (BF16 or FP16) is expensive. They need large GPU instances, driving up serving costs, and slowing down iteration cycles. Quantization addresses this by reducing the numerical
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There has never been a better time to be a bug hunter, whether the goal is patching Windows or breaking into it. With AI now capable of digging up software flaws faster than any human team could manage, Microsoft has announced a sweeping overhaul of how it finds and fixes
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* Interpol’s Operation First Light 2026 spanned 97 countries, leading to 5,811 arrests, $239M seized, and 31,014 bank accounts blocked * Authorities analyzed 152,808 cases, identified 15,606 suspects, and uncovered scams ranging from BEC to money laundering, with victims exceeding 142,000 globally * Notable busts included a
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Mistral Vibe is the most affordable premium AI assistant from a major provider right now, and its Work and Code modes make a strong case for professionals who need more than a chatbot. The free tier is too restricted to evaluate the platform properly, and the jump from Pro to
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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Stop vibe coding analytics — Equals AI turns questions about your business into
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SecurityWeek’s weekly cybersecurity news roundup offers a concise overview of important developments that may not receive full standalone coverage but remain relevant to the broader threat landscape. This curated summary highlights key stories across vulnerability disclosures, emerging attack methods, policy updates, industry reports, and other noteworthy events to help
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CloudSEK announced a partnership with Tech Mahindra. The partnership will deliver AI-driven threat intelligence, attack surface monitoring, AI attack surface monitoring, and digital risk protection solutions globally. Evolving cybersecurity regulations are driving enterprises to strengthen risk visibility, accelerate incident response, and enhance compliance readiness. Regulatory and national cybersecurity frameworks such
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Consistent Infosystems inaugurated its first-ever Surveillance Experience Zone at Civil Lines, Prayagraj, marking a significant milestone in the company’s journey to expand its surveillance and security business across India. Designed as a dedicated technology experience hub, the centre will enable customers, system integrators, installers, dealers, distributors and channel partners
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Editorial independence is core to our work. Some links may earn us a commission, without influencing our opinions. Apple's iPads offer portability along with productivity. On the other hands, these laptops can handle AI-heavy workloads with ease. Our Picks FAQs ProductRatingPrice Apple iPad Air 11″ with M3 chip:
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Triveni Power Transmission Limited announced its collaboration with Salesforce as part of its broader digital transformation strategy aimed at strengthening customer engagement, enhancing business visibility, and enabling sustainable growth. The collaboration marks a significant milestone in TPTL’s journey toward becoming a more connected, data driven, and customer centric organisation.
