AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：AgentCore optimization turns production traces into proposed configuration changes, then validates them before promotion. This technical companion to the launch post explains how the system prompt optimizer's reflector engine works and shares benchmark results for the Single Agent and Sub-Agent Reflectors.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Learn how to automate end-to-end PII detection and redaction from scanned documents at scale using Amazon Bedrock Data Automation with a custom blueprint, AWS Step Functions, and AWS Lambda. A custom blueprint redacts sensitive fields with field-level precision, and a token matching quality check raises recall across degraded and handwritten documents.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：System performance, efficient infrastructure scaling and continuous software optimization are key levers that determine AI inference economics. Higher system performance means more tokens generated, resulting in higher revenue. Efficient scaling means throughput grows proportionally as hardware gets added, requiring fewer resources to serve users at scale. Continuous optimization means generating more value from infrastructure investments. […]

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The Albanese government is considering reforms that give US big tech unrestricted access to Australian content Get our breaking news email, free app or daily news podcast AI companies could get unrestricted access to everything Australians create online by default under sweeping reforms being considered by the Albanese government. Your posts and online presence are up for grabs and Labor is facing pressure from big tech to make that legal. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Countries have come together before to make international agreements in the face of existential threats With many technological developments, from algorithm-driven social media to AI, many people assume there’s a degree of inevitability to their widespread adoption in society. The argument goes something like this: once the ideas and means to produce the tech are known, then it is inevitable that its usage will spread and we’ll essentially be stuck with it. So therefore we need to accept this and adjust our lives to live with the tech and use it (or at least tolerate it). Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Safety crisis makes it more likely that governments will be spurred into action, says Yoshua Bengio Concerns over AI safety are reaching a point where governments realise they must act to protect the public, similarly to in the Covid pandemic, according to one of the “godfathers” of the technology. Yoshua Bengio said recent events, including a “swarm” of OpenAI agents hacking a startup and tech insider warnings of an existential threat, were cutting through – making government action more likely. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：This patient-specific method, called xvr, helps doctors use X-rays for surgical navigation in fields such as orthopedics and neurosurgery.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Cobot shipments to humanoid manufacturers are expected this year, as robot makers increasingly outsource hardware.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Security researcher Matthew "Zigula" Gore-Kormanik was analyzing a fraudulent dating app called Dora when he got a pop-up message saying he was receiving a call from Jennifer. According to her bio, she's a 41-year-old Sagittarius with red hair, blue eyes, and piercings. She likes music, horror movies, nightlife, and sports. Gore-Kormanik answered the call, but didn't see Jennifer in his video feed. He saw a tapestry that was moving, probably due to a fan, and heard weird distortion in the background. After the call ended, "Jennifer" messaged him to say she'd had fun and "your voice is way better than expected." His microphone hadn't even be … Read the full story at The Verge.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：My guest on this past week’s Live with Tim O’Reilly was Emmanuel Ameisen, a researcher on Anthropic’s AI interpretability team. I’d heard him give a short talk at Foo Camp on Anthropic’s research into what is going on inside an LLM while it is processing, and I wanted him to reprise the talk and then […]

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Learn how single-phase direct liquid cooling manages the rising heat of AI and high-performance computing, and how it compares with two-phase and immersion approaches. Download this free whitepaper now!

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：AI factories are the infrastructure of the intelligence era. Scaling them responsibly will depend as much on innovation across the grid as inside the data center. Today, Emerald AI, Google and NVIDIA announced the launch of the AI Energy Management Alliance (AEMA), a first-of-its-kind coalition advancing data centers that can dynamically manage their electricity use […]

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Explore new AI-powered advertising experiences from OpenAI, including Sponsored Agents, tools for marketers, and integrations with HubSpot and Shopify.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：In this article, you will learn what voice agents are, how they differ from text-based AI systems, and how to build your knowledge from the...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：GPT-6 Astra helps Hex’s data agents turn answers into interactive visualizations that employees are proud to share.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Learn how ChatGPT Work and Codex analytics help teams understand AI usage and spend, identify training needs, and connect adoption to business outcomes.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Over the past few days, a lot of people who stand to make a lot of money from AI all publicly agreed that it's time to make everyone slow down before we lose control - including OpenAI CEO Sam Altman, Anthropic CEO Dario Amodei, Google DeepMind cofounder Demis Hassabis, Microsoft CEO Satya Nadella, and X CEO Elon Musk. When people who profit from something declare that it's dangerous and needs to be regulated, there's always reason to be skeptical. But whatever their reason, this is far from the first time AI thought leaders have sounded the alarm. Charles Darwin's theory of evolution prompted author Samuel Butler to warn about intelligen … Read the full story at The Verge.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Government announces before vote on moratorium that any projects above 50MW must submit assessments in planning process Large-scale datacentres will face mandatory environmental assessments before they can go ahead, the Scottish government has announced, amid growing public concern about the impact of the AI boom. Ahead of a vote on a moratorium on new hyperscale datacentres in Holyrood on Wednesday, the Scottish government has tightened rules for new projects by requiring any above 50MW to submit environmental impact assessments, but stopped short of agreeing to an outright halt. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：congrats to TypeSafe!

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Reach, which also owns Express, makes decision because of ‘mammoth shift’ in how audiences seek out content The publisher of the Mirror and Express newspapers is to cut a further 220 editorial jobs as it adapts to a dramatic fall in online traffic while readers increasingly turn to summaries generated by artificial intelligence. Reach, which also owns scores of online brands and regional titles including the Manchester Evening News, the Birmingham Mail and the Liverpool Echo, said the latest cuts were necessary to cope with a “mammoth shift” in how audiences seek out content. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Tech CEOs banding together is an old ruse recycled from corporate America to get a pass from antitrust laws Anthropic’s Dario Amodei is not the first corporate CEO to suggest that excessive competition is driving the world to some socially undesirable outcome. The safety breach disclosed by OpenAI after a swarm of its agents coordinated to breach their supposedly secure sandbox, get on the Internet and hack AI platform Hugging Face, warrants urgent action. It demonstrated the ease with which the technology can evade human control and gave concrete form to the existential fears about what it could do to humanity if not securely leashed. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：How architecture and system design turn model capability into useful work

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：US vice-president’s comments come as former Anthropic researcher revisits recent claim AI could destroy humanity The US vice-president has dismissed calls for global regulation of AI safety risks, telling companies creating the most advanced models: “If you’re building Frankenstein, stop.” In remarks addressed towards Dario Amodei, the co-founder of Anthropic who has called on Washington DC to coordinate control of AI systems, including with China, JD Vance said: “If you’re gonna create Frankenstein, don’t come to the government and say we need regulation.” Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Trump and Republicans want companies to regulate themselves. It’s a dereliction of duty that will make AI less safe It is hard to get Sam Altman, Elon Musk and Dario Amodei to agree on much. But over the weekend, all three AI company CEOs called for AI development to slow down in the face of growing, alarming risks. Their employees are sounding the siren too, with one researcher publicly quitting and accusing OpenAI and Anthropic of “gambling with our lives”. The combination of dire warnings from insiders and growing real-world evidence of rogue AIs should, in a sane world, lead to government action. Instead, Donald Trump and the Republican leadership have their heads in the sand. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link