Show GN: Brello Scan – AI API 비용 속 새는 곳을 찾아 주는 무료 스캐너
AI API로 서비스를 만들다 보면, 청구서를 보고 나서야 내 돈이 어떻게 쓰였는지 알게 되는 경우가 빈번하다는 생각이 꾸준히 들었습니다. 모델 선택과 캐싱, 프롬프트 구조같은걸 조금이라도 바꾼다면 줄일 수 있는 비용이 꽤 있을 것 같은데, 이걸 한 눈에 확인하고 싶어서 만들었습니다. 현재는 OpenAI와 A
TUMN 인사이트 · AI와 IT를 이해하는 실용 정보
AI와 IT의 변화를 이해하고, 실제 서비스에 적용하는 데 필요한 정보를 모읍니다.
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ns2jb 는 공개 당시 최신 펌웨어인 23.0.1 에서 작동하는 소프트웨어 전용 테더드 탈옥으로, 일반 sysmodule과 내장 fs sysmodule 권한으로 임의의 네이티브 코드를 실행함 초기 진입점은 Switch 1 게임 SmileBASIC 의 인터프리터 취약...
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.
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.
Running Frontier-Class AI Models Across 8 NVIDIA DGX Spark Nodes
AI developers aren’t just running a single model anymore—they’re orchestrating multiple models in parallel, chaining inference calls, and experimenting...
Hackers got a four-day head start on epic PHP2Shell vulnerability
Hackers were already probing the bug before defenders were told it existed.
Developer platform Railway urges ‘all users’ to revoke secret keys after cyberattack
The vibe-coding platform said all of its customers should revoke and rotate their private keys, after hackers were able to decrypt some customer secrets.
Quoting Armin Ronacher
<blockquote cite="https://twitter.com/mitsuhiko/status/2113207589978636646"><p>As fun as AI is, we built so much bad software over the last 30 years, and now the universe is punishing us for our sins.</p></blockquote> <p class="cite">— <a href="https://twitter.com/mitsuhiko
Spotify confirms Family Plan crackdown, but calls it a ‘routine improvement’
Spotify told investors its rollout of QR code verification to ensure Family Plan members live in the same household is not a "crackdown," just a routine improvement.
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.
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.
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 ...
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...
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
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
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.
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...
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...
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
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
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
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
Show HN: agent-usage-guard – a Claude Code mod to protect your usage window
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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
Nvidia OpenShell
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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
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
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
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
AI analysis of CT scans finds 42.9% of patients have coronary inflammation
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