Tag: using

  • Build with DeepSeek V4 Using NVIDIA Blackwell and GPU-Accelerated Endpoints | NVIDIA Technical Bl…

    Build with DeepSeek V4 Using NVIDIA Blackwell and GPU-Accelerated Endpoints | NVIDIA Technical Bl…

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    Build with DeepSeek V4 Using NVIDIA Blackwell and GPU-Accelerated Endpoints | NVIDIA Technical Blog

    DeepSeek just launched its fourth generation of flagship models with DeepSeek-V4-Pro and DeepSeek-V4-Flash, both targeted at enabling highly efficient million-token context inference.

    DeepSeek-V4-Pro is the largest model in the family, with 1.6T total parameters and 49B active parameters. DeepSeek-V4-Flash is a smaller 284B-parameter model with 13B active parameters, designed for higher-speed, higher-efficiency workloads. Both models support up to a 1M-token context window, opening new possibilities for long-context coding, document analysis, retrieval, and agentic AI workflows.

    The V4 family builds on the DeepSeek MoE architecture, with an increased focus on optimizing the attention component of the transformer architecture. These innovations are designed to achieve a 73% reduction in per-token inference FLOPs and a 90% reduction in KV cache memory burden compared with DeepSeek-V3.2.

    DeepSeek V4 is here: How it compares to ChatGPT, Claude, Gemini

    That may as well be the motto for the AI arms race, which is unfolding across multiple dimensions in 2026. There's the competition between Silicon Valley AI labs like Anthropic, OpenAI, and Google DeepMind, the race for chips and compute power, and, of course, the fierce competition between the U.S. and China.

    In the latest salvo in the East vs. West battle for AI supremacy, Chinese artificial intelligence company DeepSeek has released a preview of its latest model, DeepSeek V4.

    Here's what we know about the new model, and how it stacks up against other new models like OpenAI's GPT-5.5 and Anthropic's Claude Opus 4.7.

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  • Who is using the Capital Gains Tax discount the most, according to the ATO | ATO details three-st…

    Who is using the Capital Gains Tax discount the most, according to the ATO | ATO details three-st…

    Explore the latest developments concerning Who is using.

    Who is using the Capital Gains Tax discount the most, according to the ATO

    We're about a week away from seeing final recommendations presented to the Senate over the long-standing Capital Gains Tax discount scheme. While we wait, we can now take a look at what Treasury and the ATO have to say about who is using it. 

    We’re about a week away from seeing final recommendations presented to the Senate over the long-standing Capital Gains Tax discount scheme. While we wait, we can now take a look at what Treasury and the ATO have to say about who is using it. 

    At a hearing in Melbourne, Treasury and the ATO appeared to give evidence. That evidence told a story of how the nation’s richest wheel and deal through trusts and other structures to use the capital gains tax discount the most.

    ATO details three-step checklist before seeking lodgment deferral

    As tax deadlines draw closer, the Australian Taxation Office (ATO) is warning accountants and their clients when it will — and will not — consider deferral requests.

    The notice comes as the tax office balances its legislative requirement to collect what is owed, and its efforts to better inform Australians about the reasons their requests for leniency might be denied.

    The ATO on Monday issued new advice to tax agents, saying any request to defer tax lodgment must meet three criteria.

    The first thing to consider: if unforeseen and exceptional circumstances are affecting a taxpayer’s ability to lodge before the relevant due date.

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    ATO flags essential questions for lodgment deferrals

    The Tax Office has outlined important questions for tax agents to consider before applying for lodgment deferrals for their clients. 

    In a recent update, the ATO has highlighted some important questions to help tax agents determine whether requesting a lodgment deferral is the correct decision for their clients. 

    The ATO reminded tax agents that if they, their practice or their client experiences circumstances such as a serious illness, unexpected staff absence, a natural or other disaster, they may be eligible for a lodgment deferral. 

    "[However], you should not request lodgment deferrals if your clients simply haven't provided information with enough time for you to prepare and lodge by the due date," the ATO said. 

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  • North Korean agents using AI to trick western firms into hiring them, Microsoft says | North Kore…

    North Korean agents using AI to trick western firms into hiring them, Microsoft says | North Kore…

    Explore the latest developments concerning North Korean agents.

    North Korean agents using AI to trick western firms into hiring them, Microsoft says

    Firm says AI tools are masking identities of false applicants, who then funnel wages from remote IT jobs to North Korea

    Fake IT workers deployed by North Korea are using AI technology, including voice-changing tools, to trick western companies into hiring them, Microsoft has said.

    The US tech firm said a signature Pyongyang money-raising ruse is being enhanced by AI, which is helping create fake names and alter stolen IDs to increase the credibility of false applicants for IT and software development jobs.

    The scam typically involves state-backed fraudsters applying for remote IT work in the west, using fake identities and the help of “facilitators” in the country where the company targeted is based. Once hired, they send their wages back to Kim Jong-un’s state and have even been known to threaten to release sensitive company data after being fired.

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  • KPMG partner fined for using AI to cheat – on an AI test | KPMG partner fined over using AI to …

    KPMG partner fined for using AI to cheat – on an AI test | KPMG partner fined over using AI to …

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    KPMG partner fined for using AI to cheat – on an AI test

    More than two dozen KPMG Australia personnel have used artificial intelligence to cheat on internal exams since July, including a partner who will be fined more than $10,000 for using the technology in a training course about AI.

    The big four accounting firm has upgraded its processes to detect AI cheating after putting in place policies and extra policing to tackle widespread cheating on internal tests between 2016 and 2020.

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    KPMG partner fined over using AI to pass AI test

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