TUMN 인사이트 · 수집 자료실 · AI 서비스 · 데이터 도구 · RSS · 편집 원칙

TUMN 인사이트 · AI와 IT를 이해하는 실용 정보

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

How uniopen customized Amazon Nova to their retail moderation policies for production deployment

See how uniopen, a retail platform from Taiwan's Uni-President Enterprises Group, adapted Amazon Nova 2 Lite to its content-moderation policies using supervised fine-tuning in Amazon SageMaker AI and prompt optimization. Business-relevant evaluation and release gates kept quality

원문 보기 ↗ · 출처·확인 정보

A look back before we look forward: A Developer Survey retrospective

This analysis compares the 2024 and 2025 Developer Survey data across three connected stories: the evolution of AI, humans at work, and demographics and community.

원문 보기 ↗ · 출처·확인 정보

Uplifting conversion across the acquisition funnel with personalization using contextual bandits on AWS

Generative AI makes it cheap to produce personalized content at scale, but which variation do you show each customer? Amazon Payments used a multi-objective contextual bandit on Amazon SageMaker AI to personalize an acquisition funnel, achieving a high single-digit conversion lif

원문 보기 ↗ · 출처·확인 정보

Simplify dashboard drill-down with the Amazon Quick Sight hierarchy filter

Amazon Quick Sight is a fully managed, cloud-native business intelligence (BI) capability for building and publishing interactive dashboards. The new hierarchy filter gives dashboard authors rich, multi-level filtering in a single compact control, reducing clutter and guiding rea

원문 보기 ↗ · 출처·확인 정보

How Albertsons Companies is reimagining retail from the inside out

Albertsons Cos. is using ChatGPT Enterprise and the OpenAI API to help teams work faster and make grocery shopping easier for millions of customers.

원문 보기 ↗ · 출처·확인 정보

Implementing Multi-Environment Access for Claude Platform on AWS

Learn how to configure secure, multi-environment access to Claude Platform on AWS from a single subscription: cross-account SigV4 for AWS workloads, workspace-scoped API keys for developers, and OIDC federation for external environments, with workspace-level isolation in a dedica

원문 보기 ↗ · 출처·확인 정보

Building ambient agents with Amazon Bedrock AgentCore: From event-driven signals to human-in-the-loop workflows

Ambient agents respond to events such as an Amazon S3 upload, a schedule, or an alert instead of waiting for a chat prompt. This post walks through building framework-agnostic ambient agents on Amazon Bedrock AgentCore using Amazon SQS, AWS Lambda, and Amazon DynamoDB, with a sin

원문 보기 ↗ · 출처·확인 정보

Build agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors

Learn how to use Amazon S3 Vectors as the persistent memory layer within the NVIDIA NeMo Agent Toolkit (NAT), deployed on Amazon Elastic Kubernetes Service (Amazon EKS). This post shows how NAT's memory subsystem works and how to implement Amazon S3 Vectors as a custom memory pro

원문 보기 ↗ · 출처·확인 정보

The eternal complement

Advanced AI may matter most for the routine work behind breakthrough ideas. Explore why execution could shape the next economy and the pace of progress.

원문 보기 ↗ · 출처·확인 정보

Build Applications on NVIDIA BlueField Faster with NVIDIA DOCA Agent Skills

AI agents are becoming a standard part of development workflows, but general-purpose agents weren't built with specialized infrastructure software such as...

원문 보기 ↗ · 출처·확인 정보

Serve live, governed data in AI-built apps with Amazon Quick

With Live Data in Apps in Amazon Quick, AI-built apps query your governed Quick Sight datasets in real time instead of static, build-time snapshots. Each query runs as the person viewing the app, so row-level and column-level security apply per reader. Learn how to build, publish

원문 보기 ↗ · 출처·확인 정보

Build Local AI Apps with C++ and NVIDIA TensorRT RTX Samples

Adding AI models to local applications requires a portable model format, a reliable runtime, and acceleration that works across target systems. Do Inference Now...

원문 보기 ↗ · 출처·확인 정보

New Microsoft AI models bring faster transcription and multilingual voices

The post New Microsoft AI models bring faster transcription and multilingual voices appeared first on Source .

원문 보기 ↗ · 출처·확인 정보

Anatomy of a Lean proof for software engineers

Comments

원문 보기 ↗ · 출처·확인 정보

Judge dismisses Chegg and Penske antitrust lawsuits targeting Google AI search

The court acknowledges AI search comes with consequences, but it's not an antitrust issue.

원문 보기 ↗ · 출처·확인 정보

Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore

Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handle discovery, infrastructure as code generation, portfolio governance, and post-migration operations,

원문 보기 ↗ · 출처·확인 정보

AutoSynthData: Generating Training Data for Enterprise Agents

AutoSynthData: Generating Training Data for Enterprise Agents

원문 보기 ↗ · 출처·확인 정보

The Nintendo 64 Partner-N64 Development Kit

Comments

원문 보기 ↗ · 출처·확인 정보

Venus' mysterious haze is actually cosmic dust

A physical model show that iron dust and sulfuric acid create the right properties.

원문 보기 ↗ · 출처·확인 정보

Chatham scales its capital markets expertise with OpenAI

Chatham Financial uses Codex and GPT-5.6 to build technology and redesign workflows, cutting trade validation from 30 minutes to under 4.

원문 보기 ↗ · 출처·확인 정보

Apple changes full-disk access permissions to curb abuse from AI agents

Meta says FDA isn't sufficient to Muse reading messages. Apple begs to differ.

원문 보기 ↗ · 출처·확인 정보

Greg Kroah-Hartman – Security in the LLM Age [video]

Comments

원문 보기 ↗ · 출처·확인 정보

SpaceX describes surgical intervention before launch of latest crew mission

With Crew-13, Jessica Watkins became the first Black woman to lead a mission into space.

원문 보기 ↗ · 출처·확인 정보

Introducing Web Search API via AI Gateway

Cloudflare AI Gateway now supports native web search API integration in partnership with Ceramic.ai, Exa, and Linkup. Developers can now inject real-time web context into model inference calls via AI Gateway, REST APIs, or Workers bindings.

원문 보기 ↗ · 출처·확인 정보

Less than 24 hours to apply for a Side Event at Founder Summit 2026

The clock is almost out. You have less than 24 hours left to apply to host a Side Event during TechCrunch Founder Summit 2026. Applications close tonight at midnight PT. Connect with the Boston startup ecosystem through November 1–7 by hosting your own Side Event. Bring your comm

원문 보기 ↗ · 출처·확인 정보

Medical records giant Epic pauses product development to fix security bugs that risk patients’ data

The health tech software giant, which makes the widely used MyChart system for accessing medical data, will focus on fixing security bugs for the next few weeks.

원문 보기 ↗ · 출처·확인 정보

Last 24 hours: Exhibit at TechCrunch Disrupt 2026 and reach 10,000+ tech leaders

Today is the last day to book your exhibit table at TechCrunch Disrupt 2026. From October 13–15, 10,000+ founders, investors, operators, and tech leaders will arrive at San Francisco’s Moscone West looking for companies, products, ideas, and people worth knowing. The question is:

원문 보기 ↗ · 출처·확인 정보

Constraints that make developers faster

Ryan chats with Julien Verlaguet, CEO at Skip Labs, about finding the balance between human tolerance and tooling constraints, the spectrum of typed programming languages, and building cost-effective tooling for AI agents.

원문 보기 ↗ · 출처·확인 정보

Introducing Cloudflare Traces: follow requests through our entire platform

Cloudflare Traces shows how a request moves through security rules, transformations, cache, routing, Workers, and your origin, then follows it across services running anywhere in your stack.

원문 보기 ↗ · 출처·확인 정보

Rocket Report: SpaceX completes launch triple-header; Rocket Lab nets big contract

Blue Origin seeks FAA approval for up to 50 New Glenn launches and 50 booster landings per year.

원문 보기 ↗ · 출처·확인 정보