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TUMN 인사이트 · AI와 IT를 이해하는 실용 정보

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

Opus 5.5에 프롬프트 하나와 6시간을 주고 『보이지 않는 도시들』을 시각화하게 해봤다

Claude Opus 5.5 와 GPT-6 Astra 에 같은 프롬프트를 주고, Italo Calvino의 『보이지 않는 도시들』에 등장하는 모든 도시를 추가 질문 없이 인터랙티브 시각화하도록 실험함 과제는 three.js와 pnpm 을 사용하고, 걸작이 될 때까지 주어진

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AMD will bring FSR 4 to handhelds by the end of 2026

It's already possible to get AMD's framerate-enhancing FSR 4 boost on handhelds as old as the Steam Deck - but in June, AMD reserved the right to disappoint handheld gamers by not officially bringing FSR 4 to older handhelds. Now, AMD consumer chip boss Jack Huynh says he will br

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5 Steps to Create SimReady Assets for Robotics with Frontier AI Models

Preparing CAD assets for robotics simulation requires more than converting geometry to OpenUSD: developers must configure and validate materials, collision...

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Trump Mobile hack and apparent lack of FCC authorization raise security alarms

After hack and data breach, senator asks why Trump Mobile lacks some FCC filings.

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AI-ready biological data: $1.8B global commitment

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RIP Margaret Hamilton, whose code saved the Apollo 11 Moon landing

Hamilton also coined the term "software engineering" and founded two successful software companies.

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SynthID Detector - AI 생성 미디어 워터마크 탐지 도구

Google의 SynthID Detector 는 이미지, 영상, 오디오를 업로드해 AI 생성 또는 편집 과정에서 삽입된 SynthID 워터마크를 확인하는 도구임 이미지에서는 워터마크 존재 여부를, 영상과 오디오에서는 워터마크가 있는 구간 을 탐지함 Google DeepMind가 개발...

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California is trying to shut down robot vs. human cage matches

The California State Athletic Commission sent a cease-and-desist letter to a startup that hosted a match between a human and a robot last month, as reported by The New York Times. The fight, which took place on September 18th, pitted a human, Frankie LaPenna, against a humanoid r

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Part 5: Operating an LLM system: observability, cost, routing, and the platform underneath

Your service can be 100% up and still quietly approving the wrong things, burning its budget, or failing over into untested quality. Level 5 is the infrastructure that lets you see your decisions, bound your spend, route and fail over between models, kill bad behavior in seconds

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왜 AI 업계는 DeepSeek 4.1 Flash에 긴장하지 않는가?

DeepSeek 4.1 Flash를 약 한 달간 12개 프로젝트에서 집중적으로 사용한 경험상 , 대화와 작업 결과, 속도에서 Opus와 차이를 체감하기 어려웠지만 비용은 훨씬 낮았음 일상적인 개발 작업에는 이미 충분한 성능을 제공하므로, 최신 최고급 모델을 좇기보다 같은 일을 얼마나...

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Anthropic launches free AI security scans for open-source projects

Anthropic's offering to help open-source projects track down security vulnerabilities with a new service called OSS Scanner. It says open-source projects that opt-in will get "thorough, periodic security scans by our strongest models at no cost." That could mean open-source proje

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Show HN: Edi Life OS – self-hosted life dashboard with an MCP server for AI

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OpenAI, the Partition Principle, and Mathematics

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내 웹사이트가 Google 검색 색인에서 삭제됐다

AI와 끊임없는 스크래핑을 이유로 개인 블로그의 검색 엔진 색인 제외 를 추진했고, 마지막 설정 변경 후 최소 3개월이 지나 확인했을 때 Google 색인에서 삭제된 상태였음 처음에는 robots.txt 에서 모든 봇의 접근을 차단했지만, 몇 주 동안 기다리며 확인해도 색인...

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ttok 0.4

<p><strong>Release:</strong> <a href="https://github.com/simonw/ttok/releases/tag/0.4">ttok 0.4</a></p> <p><code>ttok</code> is my CLI tool for counting tokens, using OpenAI's open source <a href="https://github.com/openai/tiktoken">tiktoken</a> library.</p> <p>It hasn't been in

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Quoting Carson Gross

<blockquote cite="https://htmx.org/essays/yes-and/"><p>Computer programming is, fundamentally, about two things:</p> <ul> <li>Problem-solving using computers</li> <li>Learning to control complexity while solving these problems</li> </ul> <p>I have a hard time imagining a future w

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tinyjs - JavaScript로 약 6MB 데스크톱 앱을 만드는 경량 프레임워크

프런트엔드와 백엔드를 모두 JavaScript로 작성 하는 데스크톱 앱 프레임워크로, 배포 크기는 약 6MB Electron·Node.js·Chromium을 앱에 포함하지 않고 , txiki.js 백엔드와 운영체제의 WebView를 조합 macOS는 WebKit, Windows는 WebView...

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Sub-1-Bit LLM Compression via Latent Factorization

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A green exit code is not evidence that the work happened

Agents don&#x27;t build trust for another reason, structurally worse than the first. It isn&#x27;t only that the tool keeps changing shape. It&#x27;s that the feedback loop you would need in order to learn the tool is broken at the point of measurement.

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Cal AI’s 19-year-old founder just raised $10M for his new AI startup

Zach Yadegari, the teen co-founder of popular Cal AI calorie tracking app, has launched a new personal AI agent startup that competes with Instinct, Muse, and Bee.

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We’re supercharging Copilot on Windows with Hybrid Intelligence. With your permission, Copilot can tap into the context on your PC, take act

The post We’re supercharging Copilot on Windows with Hybrid Intelligence. With your permission, Copilot can tap into the context on your PC, take action for you, and use local models when it makes sense, giving you more capability while helping your tokens go further. [Read more]

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GitHub Copilot brings on-device AI coding to new Windows PCs

The post GitHub Copilot brings on-device AI coding to new Windows PCs appeared first on Source .

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Disrupting AI-enabled “false front” operations

OpenAI disrupted two AI-enabled influence operations that used false-front journalists and a think tank to spread geopolitical messaging.

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OpenAI withdraws three mathematical results

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Pollo AI turns creative ideas into campaigns with OpenAI

With GPT-5.6, GPT-6 Astra, and GPT‑Image‑2.5, Pollo AI helps creators turn bold ideas into detailed images and cinematic video ads.

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Hear from Ambrosia Energy and Bloom Energy execs on where the AI infrastructure boom is creating opportunity at TechCrunch Disrupt 2026

Ambrosia Energy CEO Ben Longmier and Bloom Energy SVP Bill Thayer join the Smart Systems Stage at TechCrunch Disrupt. Register now to save up to $100. Grab a second of the same pass to save 50%.

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Amazon builds 1,000th satellite, will launch space internet service by end of year

"If this was easy, everybody else would be doing it."

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Asos confirms breach of customer data after hackers send rogue app notification

The hackers alerted the fashion giant's customers through a push notification that said they had "fully compromised" the company's cloud storage.

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Our opportunity is to reinvent systems of record for an agentic world, not just build new experiences on top of them, while giving every bus

The post Our opportunity is to reinvent systems of record for an agentic world, not just build new experiences on top of them, while giving every business an entirely new way to orchestrate work and build what is missing. I believe all this can reset business SaaS. [Read more] ap

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Elon Musk questions Ambani’s influence as Starlink India launch stalls

“Is Ambani the real boss of India?” Elon Musk asked as he questioned why Starlink has yet to launch its satellite internet service in the country.

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