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TUMN 인사이트 · AI와 IT를 이해하는 실용 정보

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

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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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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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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Introducing GPT-6.1 Terra

Bringing fast and capable computer use to everyone

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Brown student maps the hidden global labor powering AI

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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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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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Concerning behavior from a popular open-weight AI model

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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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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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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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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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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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The Git Forge for Agent-Human Collaboration

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This startup’s self-driving excavators help dig up $600M in new funding

Bedrock Robotics, which is now valued at $4.1 billion, is particularly focused on autonomous excavators, in part because of a growing shortage of skilled operators.

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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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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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GPT 6.1 Terra

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Fusion startups are giving the government shares in exchange for awards. Is it worth it?

Fusion startups face a new challenge, one unrelated to plasma physics: Give the government shares in exchange for funding awards or go it alone?

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iPhone Duo now supports Apple Pencil with iOS 27.2

Apple has just released iOS 27.2, bringing Apple Pencil support to the iPhone Duo. The software update also includes an "Edge Light" feature for the iPhone Duo that's intended to illuminate your face during video calls. Apple previously said the iPhone Duo would add support for t

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GPT-6.1 Terra

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From classrooms to careers: The future of education in an AI-driven world

The post From classrooms to careers: The future of education in an AI-driven world appeared first on Source .

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When AI rewrites millions of lines of code, verification becomes essential

The post When AI rewrites millions of lines of code, verification becomes essential appeared first on Source .

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Boston Dynamics employees want to block sale of robot dogs to ICE

US robotics company stands by ICE deal as more than 300 employees warn of risk.

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How AI could help scientists track a pest threatening citrus trees

The post How AI could help scientists track a pest threatening citrus trees appeared first on Source .

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Seam Cutter

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/seam-cutter">Seam Cutter</a></p> <p>I built this weird and very specific cropping tool - it lets you create a horizontal or vertical cut across an image, then slide the two sides relative to each other. Effectivel

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