Emacs, 50주년을 맞다
EMACS 는 1976년 MIT 인공지능 연구소의 초기 영상 단말기에서 실행된 초기 전체 화면 텍스트 편집기 중 하나로, 50년이 지난 지금도 널리 사용됨 모든 키가 각각의 매크로 를 실행하도록 만든 구조가 사용자 맞춤화를 쉽게 했으며, 서로 달라진 명령 체계를 표준화하...
TUMN 인사이트 · AI와 IT를 이해하는 실용 정보
AI와 IT의 변화를 이해하고, 실제 서비스에 적용하는 데 필요한 정보를 모읍니다.
Xreal Aura is a new wired headset powered by Android XR
Xreal Aura will start at $1,279 and will have multiple XR specific apps at launch.
켄터키주 남성, 인본주의자로는 처음으로 AI 사용에 대한 종교적 면제 인정받아
켄터키주 남성, 인본주의자로는 처음으로 AI 사용에 대한 종교적 면제 인정받아
GitHub Octoverse 2026
<p><strong><a href="https://github.blog/news-insights/octoverse/octoverse-commits-pushes-reach-new-highs-in-2026-as-developers-build-with-agents/">GitHub Octoverse 2026</a></strong></p> I'm at GitHub Universe today (GitHub gave me a free ticket through their "GitHub Stars" progra
Meta Andromeda: Powering the Next Generation of Ads Retrieval Through Model-System Co-Design
This post describes the next generation of Meta Andromeda, Meta’s personalized ads retrieval engine, and how co-designing the model, system, and GPU hardware unlocks a new efficiency frontier for ads retrieval. In production, the system scores every eligible ad with near ranking-
As AI agents reshape the web, Google opens Gemini and Search to more apps
A new developer platform will let businesses bring their services to Google's AI experiences, potentially changing how consumers discover and use apps.
Microsoft is ending Copilot support on smart TVs
Nearly two years after LG and Samsung announced at CES 2025 that their latest smart TVs would include access to Microsoft's Copilot, the company is ending support for the AI assistant's functionality on all TVs this year, according to a report by Windows Central. The news comes n
Building an Agentic AI Platform on Amazon Bedrock AgentCore
Stand up a governed, multi-account Agentic AI Platform on Amazon Bedrock AgentCore. This post walks through the architecture and an open-source reference blueprint: the operating model, control plane, per-Workstream cells, separate inference and tool gateways, and a CI/CD evaluat
Google AI gets cagey when asked who won the 2020 elections
But the AI responses get more forthright when asked outside the US.
Gemini 4 Carbon
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Wiz’s CTO on PHP2Shell and the coming ‘vulnpocalypse’
The PHP scare may have faded from your feed, but the cleanup is far from over. Last week, two critical bugs in the open source language behind roughly 70% of websites left organizations scrambling to fix their systems, with some taking sites offline until the vulnerabilities coul
Distributed training with Ray Train DLCs and EFA on EKS
The Ray Train Deep Learning Container ships the full CUDA-through-EFA stack, so you build no image. This post walks through a reproducible sample that fine-tunes Qwen2.5-1.5B with PyTorch FSDP across eight GPUs on two EFA-enabled g6.12xlarge instances on Amazon EKS, using the con
Anthropic just launched tools to show companies what their AI spending is buying
The frontier lab is lifting the curtain on how users spend money on its models ahead of a planned IPO.
Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 3
As QA test automation spreads across an organization, organizing tests and controlling who owns them becomes the real work. Part 3 of the QA Studio series on Amazon Nova Act adds applications that organize tests and report health metrics, plus team-based user management that cont
Our first look at Amazon’s big new Echo Show 16
Amazon's latest Echo Show smart display is big, gorgeous, and eye-wateringly expensive. Announced today, the Echo Show 16 costs $499.99 (wall mount included) and is available to preorder now. There's a Nanomatte display option for $569.99, plus a $100 preorder discount ahead of i
Legora is building the agentic operating system for legal work
See how Legora uses OpenAI models, ChatGPT, and Codex to accelerate legal workflows, expand contract analysis, and free lawyers to focus on higher-value work.
7 days until TechCrunch Founder Summit: Save up to $100 on your pass before doors open
In just 7 days, TechCrunch Founder Summit takes over Boston’s SoWa Power Station on November 4. Your chance to save up to $100 on tickets is running out, and the opportunity to learn and connect directly with experienced founders, investors, and startup leaders is almost here.
Inside Amazon’s Echo hardware event
Amazon swapped its usual big fall hardware showcase this year for a series of smaller launches throughout October. So far this month, it has announced new Fire TV devices, new Kindles, the Alexa Tablet Pro 12, Ring's first smart lock, new hardware from AI-wearable startup Bee, an
How a grocery merger could expand a surveillance network
Kroger's $1.65 billion proposed acquisition of Giant Eagle might not only consolidate the grocery market, but also a vast surveillance network that includes Flock cameras, a new report warns. Beyond standard concerns that a merger could decrease competition and increase prices, t
Everything announced at Amazon’s October 2026 hardware launch
Amazon had plenty of new gadgets to share at its Echo hardware event this year, along with updates to the AI-powered Alexa Plus after it became available to everyone in the US in February. But the big news this year is screens: devices with big, beautiful ones, and those that lac
TikTok is going after Yelp and Google Maps with an in-app restaurant guide
TikTok is launching an in-app restaurant guide in a challenge to other platforms like Yelp and even Google Maps. The company on Wednesday announced the launch of Must Eat, a new section of the TikTok app built on 40 million posts, reviews, and comments about dining on the platfor
Almost all of Amazon’s new Echo gear is available now
Amazon used to blast out dozens of products onstage at annual hardware events. If this October is any indication, the company has wisely changed its strategy to put more focus on each new product with its own launch. The latest round of launches focuses on Echo products, includin
Game Boy Color on My Conference Badge
<p><strong><a href="https://spf13.com/p/game-boy-color-on-my-conference-badge/">Game Boy Color on My Conference Badge</a></strong></p> I'm at GitHub Universe this week and, <a href="https://simonwillison.net/2025/Oct/28/github-universe-badge/">similar to last year</a>, the confer
더 이상 Debian NEW 큐에 업로드하지 않겠다
Debian 개발자 한 명이 자신의 업로드에 LLM 검토 가 사전 공지 없이 적용되는 것으로 보인다며, 이를 거부할 방법이 생길 때까지 NEW 업로드를 중단 하기로 함 해당 검토 결과는 Debian Inference 기반 워크플로 로 생성됐으며, DFSG 팀원이 작성하...
StreamFusion - Flink SQL을 Rust 기반 네이티브 실행기로 가속하는 도구
Apache Flink가 작성한 실행 계획의 쿼리를 Rust, Apache Arrow, DataFusion 기반 네이티브 실행기로 처리 하는 가속기 Flink는 SQL 계획과 작업 조정, checkpoint를 계속 담당하며, 애플리케이션 코드를 고치지 않고 기존 streaming SQL 작업에 적용 가능 계획 단계...
Cursor Agent SDK - 팀 맞춤형 AI 에이전트를 코드로 만들고 배포하는 프레임워크
Cursor가 팀의 지식과 도구, 업무 방식에 맞는 AI 에이전트 를 개발하는 Agent SDK를 정식 공개함. 지침 작성부터 외부 서비스 연결, 테스트와 평가, 배포까지 하나의 소프트웨어 프로젝트로 관리할 수 있음 Markdown으로 지침을, TypeScript로 도구와 처리 로직을 정의
PHP2Shell: 악용 시도와 취약점 조치 동향
PHP2Shell 공개 이후 Wiz가 관측한 인터넷 노출 취약 머신 수는 약 67% 감소 했으며, 노출된 취약 인스턴스를 보유한 조직 수도 약 47.9% 줄어듦 Wiz가 포착한 공개 익스플로잇 기반 공격은 전체 공격 체인을 완성하지 못함 . 최신 변형은 PHP 메모...
AI 시대의 개발자를 꿈꾸는 학생 개발자에게
2018년 글 「 백엔드 개발자를 꿈꾸는 학생개발자에게 」의 후속편으로, 학생들의 AI 시대 개발과 취업, 학습에 관한 질문에 답하는 글 AI 시대에 개발자의 역할은 어떻게 달라졌을까? 개발자는 AI에게 방향을 지시하고 결과를 책임지...
AI는 일을 줄여준다고 약속했다. 나는 그 어느 때보다 많이 일하고 있다
모든 엔지니어링 업무에 AI 에이전트 를 쓰면서, 구현 비용의 감소가 기존 업무의 빠른 완료보다 스스로 맡는 업무량의 확대 로 이어짐 여러 에이전트가 간헐적으로 질문, 계획 승인, 코드 검토를 요청하면서 맥락 전환 이 늘어났고, 개별 작업의 난...
인플루언서 섭외를 말로 시킨다, 피처링 마케팅 AI 에이전트 공개
“A 채널과 비슷한 유튜버 찾아줘, 장벽 크림 PPL 캠페인용, 참여율 3% 이상”이라고 입력하면 AI가 조건에 맞는 크리에이터를 찾아 제안한다. SNS 데이터 분석 기업 피처링은 28일 서울 강남구 아모리스 역삼에서 연 자체 마케팅 콘퍼런스 ‘퓨처링(FUTURING) 26’에서 인플루언서 마케팅 업무를 자동화하는 ‘피처링 AI 에이전트’를 공개했다. 올해 처음 열린 이 콘퍼런스에는 500여 명이 참석했다. 첫 세션에서는 장지훈 피처링 ... 더 읽기