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TUMN 인사이트 · AI와 IT를 이해하는 실용 정보

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

Deezer will soon let you filter out AI-generated music

Deezer said that the new toggle will be rolled out by the end of the year.

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Floqer’s AI agents research sales prospects so teams don’t have to

The problem Floqer is trying to solve is familiar to anyone who has worked in sales or revenue operations.

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Show HN: Graphicle, a Rust port of Graphify with memory for coding agents

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Zenzap raises $44M for its AI chat app that aims to replace WhatsApp in the workplace

Zenzap is used by organizations including Starbucks and Taco Bell.

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TechCrunch Disrupt 2026: Day 2

Day 2 at TechCrunch Disrupt 2026, full of all themes across AI, as well as an investor-only session, more roundtables, Side Events, and more. Register to save 50% on your pass.

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Save 50% on your TechCrunch Disrupt 2026 ticket and join the last 2 days in San Francisco’s Moscone West

Get a 50% discount on the last two days of TechCrunch Disrupt 2026, October 14-15, in San Francisco. Register now and join the rest of the startup ecosystem. Today, it's all about physical and software AI.

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Generate presentations with Amazon Bedrock AgentCore

This post walks you through building an AI agent system with Amazon Bedrock AgentCore that automates PowerPoint presentation creation from enterprise documents. A supervisor agent, Retrieval Augmented Generation, and Amazon Bedrock Guardrails generate grounded presentations in un

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Build your slide template

<div class = 'img-link'><a href = 'https://martinfowler.com/articles/never-send-slides/build-your-slide-template.html'><img src = 'https://martinfowler.com/articles/never-send-slides/index/card.png' width = ''></img></a></div> <p>Building a slide template starts with three founda

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Neckbeard – a DevOps&#x2F;platform&#x2F;SRE plugin for your agent

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Optimizing Agent Reliability and Tool Calling Efficiency for Chip Design Using NVIDIA NeMo Gym

AI agents offer remarkable productivity gains in complex chip design workflows, but their tendency to generate plausible yet incorrect artifacts makes...

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AI agents aren&#x27;t &#x27;going rogue.&#x27; Frontier labs are skipping security basics

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Build self-improving document processing using Amazon Bedrock AgentCore

Learn how to build an agentic intelligent document processing (IDP) system using Amazon Bedrock AgentCore that classifies, extracts, validates, and learns from business documents with minimal human intervention, automatically handling new document formats without manual template

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My AI doppelganger tells me what to eat

This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Opt in for Optimizer here. For the past 100 days or so, my mornings have had a new rhythm.

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Mosqitter is turning its mosquito traps into an AI-powered surveillance network

Mosqitter is turning its mosquito-trapping hardware into an AI-powered surveillance network designed to identify species, monitor populations, and provide earlier warnings of mosquito-borne disease risks.

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AI is mass decompiling games. That's both awesome and scary.

<p><strong><a href="https://popcar.bearblog.dev/ai-is-mass-decompiling-games-thats-both-awesome-and-scary/">AI is mass decompiling games. That&#x27;s both awesome and scary.</a></strong></p> Indie game developer Popcar talks about the recent wave of AI-powered decompilation of ex

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OpenAI claims an ex-employee took its product plans and presented them to Apple

OpenAI claims a former employee took more than 100 files related to its product plans before joining Apple. In a document filed on Wednesday, OpenAI accuses the unnamed employee of sending this information to a personal account and then presenting it to Apple leadership, includin

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YouTube Music launches new labels as AI-generated music floods streaming platforms

The label will appear on the player page and include songs entirely generated by AI or partially, such as involved in composition and vocals.

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YouTube sticks new labels on AI-generated songs

YouTube is adding a "Made with AI" label to tracks that were "altered or fully generated" using AI, with a similar approach to its existing process for applying AI labels to videos. It doesn't sound like this will apply to any and all use of AI tools in making music, but accordin

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Show HN: Petal, open-source CoScreen&#x2F;ScreenHero finally free

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The AI race is back on

Last week, Anthropic and OpenAI looked like they had the AI race to themselves, pulling ahead with increasingly powerful models that left their rivals in the dust. Google seemed hopelessly far behind, while Meta, despite spending billions to revive its floundering AI ambitions, h

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Now that Character.AI is going bankrupt, what happens to all of its users’ data?

New York Attorney General Letitia James revealed a years-long multi-state investigation against Character.AI as they now seek to require protections on consumer data sold through its bankruptcy proceeding. James is among 40 bipartisan AGs who filed a notice of interest in Charact

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Banks are now trying to offload the AI data center debt they just underwrote

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Apate sends AI agents undercover to get scammed so they can gather fraud intelligence

Most companies use AI agents to ship products faster or speed up workflows. Apate.ai sends them undercover to get scammed.

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As a TV enthusiast, I was hoping for more from the Apple TV 4K

It's been four long years since the last Apple TV 4K was released, and in that time there have been lots of hopes and dreams for features in whatever comes next. A new chip, 4K/120Hz support, audio passthrough, a remote locator, better home control integration - the 2022 Apple TV

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The EU’s next chapter in AI is agentic

New analysis shows how agentic AI adoption is growing across EU enterprises and small businesses—and where deeper use could unlock more value.

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Strafe: A new open-source, E2E Encrypted, and federated alternative to Discord

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Iosevka is an open-source, sans-serif and slab-serif, monospace font

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Show HN: A guided 3D Leonardo da Vinci museum, built in code

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Apple HomeView, The New Apple TV, The App Story

The Apple Homeview is official, and the question is how big is the addressable market for expensive devices based on subpar AI.

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Scimplify raises $25M to challenge China’s grip on critical materials with AI

Scimplify's annualized revenue run rate has tripled to $200 million as it eyes U.S. expansion.

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