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TUMN 인사이트 · AI와 IT를 이해하는 실용 정보

AI와 IT의 변화를 이해하고, 실제 서비스에 적용하는 데 필요한 정보를 모읍니다.

Spotify’s current AI bet is about being the music service that agents choose

Spotify co-CEO Gustav Söderström explains why the rise of AI agents could be good news for the music service.

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Fusion startup Helion is developing new semiconductors that could double output of its power plants

Helion now has another $225 million to help speed development of its first fusion power plant, due to provide Microsoft with electricity in 2028.

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Uber puts all 30,000 employees on ChatGPT Work

The ride-share giant previously deployed a much smaller pilot for ChatGPT Work but is now taking the enterprise agent company-wide.

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Chinese hackers spied on thousands of companies after breaching IT giant ConnectWise

Microsoft points the blame for ConnectWise's breach at a China-aligned hacker, which relied on AI agents to rapidly hack into thousands of its customers.

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How to Read Data into GPU Memory in Python with NVIDIA GPUDirect Storage

GPU applications are processing ever-growing datasets with increasingly powerful accelerators. According to the 2025 Stanford AI Index, compute for notable AI...

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Stop guessing auto scaling targets for TTS on Amazon SageMaker AI

Teams deploying custom text-to-speech models on Amazon SageMaker AI often guess at autoscaling thresholds, and a wrong guess either wastes GPU spend or breaches a latency SLO. This post deploys Kokoro-82M as a custom container and derives a measured autoscaling policy from two li

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Anthropic, 2026년 상반기 순손실 800억 달러 넘어

Anthropic의 2026년 상반기 순손실은 807억 달러 로, 이 중 720억 달러는 영업 관련 현금 지출이 아닌 전환사채 가치 상승에 따른 회계 비용 임 상반기 컴퓨팅 용량과 인프라 지출은 전년 동기 23억 달러에서 약 90억 달러 로 늘었으며, 향후 10년간...

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TechCrunch Disrupt 2026 Startup Battlefield 200: Celebrating outstanding achievements

Among the Startup Battlefield 200 were many industry-defining companies exhibiting and pitching on the Showcase Stage. Here are the standouts.

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How Rescale built an AI triage agent with Strands Agents and AI-DLC

Rescale used the AI-Driven Development Lifecycle (AI-DLC) framework on AWS, with Strands Agents and Amazon Bedrock, to build an intelligent test-triage agent in weeks. Learn how AI-DLC structures AI-assisted development and how Rescale is scaling the practice across its engineeri

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여러 Linux 커널 취약점이 실수로 공개 메일링 리스트에 게시됨

Trend Micro의 Zero Day Initiative(ZDI) 가 비공개 보안 메일링 리스트 대신 공개 Linux 커널 메일링 리스트인 LKML 에 여러 취약점 보고서를 보냄 공개는 실수로 보이며 , Greg Kroah-Hartman은 각 보고서에 답신해 공개 메일링 리스트로 제출한 ...

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DNS 리졸버 Quad9, 프랑스에서 철수 예정

Quad9 가 프랑스 법원의 도메인 차단 명령에 대응해 2026년 11월 24일 프랑스 내 서비스를 중단 하기로 함. 무료 사이버 위협 보호와 일반 DNS 서비스가 모두 대상임 스포츠 중계권자인 beIN 이 저작권 침해에 관여한다고 주장한 도메인들의 재귀 DN...

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Microsoft says its AI tool is better than doctors at diagnosing conditions

For years, AI leaders have touted healthcare as one of the clearest examples of where their technology will improve lives. Now "it is finally here," Microsoft AI CEO Mustafa Suleyman tells The Verge. The company claims to have developed an AI-powered tool it says can diagnose con

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Show GN: ZZO - 바로 사용하는 URL 단축 API와 MCP

URL 단축 서비스 zzo.kr 을 소개합니다. 긴 인터넷 주소를 짧은 링크로 변환하고, 간단히 QR코드로도 공유 할 수 있는 웹 서비스 입니다. 회원가입 없이 브라우저에서 URL 단축부터, API, MCP까지 사용할 수 있도록 만들었습니다. URL 단축 서비스

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Deploy AI in a HIPAA-eligible environment with Amazon Quick

Amazon Quick is a HIPAA-eligible service, but eligibility is not the same as compliance. This post explains who HIPAA applies to, how PHI flows through Amazon Quick, what the platform provides for regulated environments, and a step-by-step guide to deploying compliant AI agents i

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Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs

Amazon SageMaker AI training session APIs let you write your own LLM training loop (SFT, RL, or custom objectives) in a Python script while the service runs the GPUs. This post introduces the programming model and three SDK clients, then walks through a GRPO loop on GSM8K and a r

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Nvidia OpenShell

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Stream low-latency speech from AI agents using Kokoro TTS on Amazon SageMaker AI

Voice agents often wait for an agent's full response before starting speech synthesis, adding latency users feel directly. This post shows how to stream each sentence to a Kokoro-82M text-to-speech model on Amazon SageMaker AI as the agent produces it, and how to get that audio b

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Show HN: agent-usage-guard – a Claude Code mod to protect your usage window

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Announcing new ways to customize models with SageMaker AI, without managing GPUs

Amazon SageMaker AI serverless model customization now includes training sessions, generally available today. You write and coordinate your own post-training loop (custom loss functions, reward signals, or multi-turn reinforcement learning) while SageMaker AI handles GPU allocati

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Donating Agent Skills to the Agentic AI Foundation

<p><strong><a href="https://www.anthropic.com/news/donating-agent-skills-to-the-agentic-ai-foundation">Donating Agent Skills to the Agentic AI Foundation</a></strong></p> News today from Anthropic:</p> <blockquote> <p>We’re committed to keeping Agent Skills open, community-driven

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Mass Effect 5 trailer leaks following BioWare shutdown

Yesterday, EA shut down BioWare and canceled the studio's new Mass Effect game in development, but a trailer apparently representing the game was published on Reddit today. The trailer features "in-engine footage" and uses "pre-production assets," according to a message at the be

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Amazon Polly delivers a major upgrade to its Generative engine

The Amazon Polly Generative engine gets a major upgrade: more expressive, more accurate speech with low latency, plus 14 new voices across 9 locales and general availability of Hindi and Finnish. This drop-in upgrade requires no code changes and is now generally available in prod

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In Meta’s version of the future, I’ll have my Muse call your Muse

Mark Zuckerberg is barrelling toward a future in which an autonomous network of AI agents will run our lives - shopping for us, working for us, talking to other people's AI agents for us. Are humans ready for this very specific and unrelenting vision of a life in which we communi

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AI analysis of CT scans finds 42.9% of patients have coronary inflammation

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Award-Winning AI Literature

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Show HN: UI micro interactions prompts for AI

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AI and the Enclosure of the Scientific Commons

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Former OpenAI science lead launches Warp Science to automate wet labs with robots

Wearing cameras and sensor gloves, the startup’s human chemists will train robots to perform various lab tasks.

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Canva releases its first image generation model

Canva is making its new image model available to all users, promising better, more customizable performance at lower costs.

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Microsoft’s Mustafa Suleyman says its AI outperforms doctors on hard cases as he chases ‘medical superintelligence’

Microsoft’s new AI diagnostic system beat generalist doctors on hard cases, according to a study in Science. But most of the improvement seems to come from the AI models underneath, not from Microsoft’s system itself.

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