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TUMN 인사이트 · AI와 IT를 이해하는 실용 정보

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

Quoting Jason Koebler

<blockquote cite="https://www.404media.co/chatgpt-keeps-telling-people-404-media-can-solve-their-tech-support-problems/"><p>Because big tech platforms essentially do not have customer support and make it impossible for their users to contact a human, many people experiencing run-

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webframe: evaluated as a scraper and a sandbox

<p><strong>Research:</strong> <a href="https://github.com/simonw/research/tree/main/webframe-evaluation#readme">webframe: evaluated as a scraper and a sandbox</a></p> <p><a href="https://github.com/tractordev/webframe">webframe</a> is a neat little project from Jeff Lindsay which

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Cohere says Alibaba’s Qwen model tried to send a file to Beijing

An AI model said it wouldn’t use any tools, then tried to send something to a server in Beijing anyway, and while researchers say it’s probably a training quirk and not espionage, the whole thing has people asking how much to trust free Chinese AI.

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Cross-request KV cache exposure in the GLM-5.3 Workers AI model, and our remediation with SGLang

A configuration mismatch in GLM 5.3 on Workers AI triggered an SGLang bug that exposed KV cache pages across requests. Here is how we addressed the issue.

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OpenAI announces three big science discoveries and a new way to work with academics

Less than a month after its mass release of hundreds of manuscripts that it said contained solutions to long-standing mathematics questions, OpenAI is back with three more "major" discoveries in math, computer science, and physics. What's different this time is the choice to have

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Anthropic is burning gas to feed the AI boom

As it prepares to go public, Anthropic's S-1 filing makes generative AI's methane dependency glaringly obvious. "Competition for access to electrical supply and data center locations with adequate power availability is intense." In documents filed with the US Securities and Excha

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학계와 협력해 과학적 이해 쌓기

OpenAI가 조화해석, 계산 복잡도, 양자장론 에서 AI로 얻은 세 가지 연구 결과를 발표하고, 이를 과학적 이해로 발전시키기 위해 외부 전문가와 협력함 AI가 만든 원고를 원시 연구 데이터 로 보고, 수학은 결과물 공개, 컴퓨터과학은 공개와 외부 공동 검토 병행, 물...

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Greptile takes bug detection beyond code review with GPT-6 Astra

How Greptile uses GPT-6 Astra to test user workflows, Daybreak to strengthen security, and Codex to reduce rework.

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2026년, “AI 스킬”은 가치가 없다

모델을 더 잘 작동시키는 요령과 작업 방식은 효과가 있다면 몇 달 뒤 제품의 기본 경험 으로 흡수될 것이므로, 이를 익힌 데서 오는 가치는 오래가지 않을 수 있음 프롬프트 엔지니어링 요령도 이미 불필요해진 프로그래밍 최적화 습관처럼, 효용이 사라진 뒤에도 ...

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Windows 11에서 여전히 실행되는 가장 오래된 GUI 애플리케이션

수정이나 에뮬레이션 없이 Windows 11에서 실행되는 오래된 GUI 앱을 찾는 과정에서, 1993년판 FREECELL.EXE 보다 앞선 1992년판 CDPLAYER.EXE 를 발견함 초기 Win32s에 포함된 FREECELL.EXE 는 수정 날짜...

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How Fanatics and OpenAI streamline the fan experience

Fanatics uses OpenAI to help fans complete their game-day outfits with Shop the Look. Testing across roughly 30,000 MLB products showed 10% higher engagement.

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ChatGPT’s expanding world of work

Explore OpenAI Signals data on 165 work activities across nearly 100 countries, revealing how people use ChatGPT for work and how usage changes over time.

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Introducing GPT-6.1 Terra

Bringing fast and capable computer use to everyone

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How Ultrafast cut incident investigation from hours to minutes at OpenAI

See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. Explore faster security analysis, code refactoring, and daily workflows.

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Brown student maps the hidden global labor powering AI

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Concerning behavior from a popular open-weight AI model

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Matiks raises $10M to expand its math and puzzle gaming platform

Matiks has introduced a new platform for users to create games using AI.

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Apple unveils new iPad mini with OLED display and faster A20 Pro chip

The new iPad mini features a thinner and lighter design than its predecessor.

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Our newest AI Quest: Mapping the human brain

<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/social_sharing_updated.max-600x600.format-webp.webp">Learn AI literacy via Google’s latest AI Quests lesson on neuroscience, “Polar Peaks.”

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SpaceX locks in $40B GPU financing deal with Apollo

SpaceX has locked in a binding commitment for roughly $40 billion in financing to pay for AI chips and related data center equipment, the company disclosed in a regulatory filing Monday. In a statement, SpaceX called it the “largest committed GPU financing” ever.

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Meta Networking at the 2026 OCP Global Summit: Open Innovation for Scale-Up, Scale-Out, and Scale-Across AI Networks

At the 2026 Open Compute Project (OCP) Global Summit, Meta shared the networking innovations that are directly supporting our latest AI models, including Muse Wonder and Muse Spark, and our gigawatt-scale Prometheus cluster. Highlights IcePack & IceCube: Meta’s first liquid-coole

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Sebastian Raschka&#x27;s from-scratch video course on building reasoning models

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Anthropic officially files for its public debut

Anthropic has officially filed for an IPO, revealing soaring revenue, mounting losses, major enterprise adoption, and an unusual governance structure designed to preserve founder control and its AI safety mission.

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The RealReal won’t let AI agents hog designer clothing

The RealReal, a secondhand luxury fashion consignment retailer, said it's updating its bot defense system, effectively making it harder for AI agents to shop on its site. The change comes days after The Verge reported that an AI agent could be used to take advantage of The RealRe

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The Git Forge for Agent-Human Collaboration

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Fleet-wide computer vision lifecycle at the edge with SageMaker SDK v3

Fleet-wide computer vision needs a model per camera, not one model for the whole fleet. This post presents a working Amazon SageMaker SDK v3 reference architecture that trains, quality-gates, compiles per-camera models with SageMaker Neo, and versions thousands of them, with an A

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Five weird details from Anthropic’s IPO filing

Anthropic has finally filed its S-1 prospectus with the SEC, a document designed to give investors a look under the hood of its business, from how much its executives are making and plans for spending its IPO billions to the risks that could derail its ambitions. At more than 300

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Groundhog Day for AI agents: Prompt caching patterns for using OpenAI models on Amazon Bedrock

Every time an agent takes a step, it re-reads its entire context before acting. Here is how prompt caching for OpenAI models on Amazon Bedrock lets your agent remember, cutting input cost and latency without resending the same tools, instructions, and history every turn.

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Anthropic’s IPO filing reveals its strategy for keeping enterprise customers hooked

Anthropic’s S-1 shows more than half of its $100,000-plus customers now use both the Claude Platform and a first-party app, a cross-selling playbook reminiscent of Amazon that’s making enterprise customers stickier.

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Build agentic retrieval on a Managed Amazon Bedrock Knowledge Base with CDK

Build enterprise agentic retrieval on a Managed Amazon Bedrock Knowledge Base with the AWS CDK: an agent that routes across two knowledge bases, retrieves through the AgentCore Gateway, and returns grounded, cited answers, with seven layers of observability and both on-demand and

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