[AI 데일리] 2026-11-09 — AI가 18년 난제를 증명하고, 앤트로픽은 발전기를 사고, LG는 API를 무료로 풀었다

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AI DAILY · 2026-11-09-3 오늘은 앞선 글에서 다루지 않은 소식 위주로 골랐습니다. AI가 18년 된 양자 복잡도 난제의 증명을 썼다는 발표 , 앤트로픽이 데이터센터용 발전기를 대규모로 확보했다는 보도 , LG의 K-엑사원 2.5 API 무료 개방 , 그리고 로봇 추론을 빠르게 하는 엔비디아의 V플래시 까지, 2026년 11월 9일 기준으로 핵심만 짚어 봅니다. 📰 오늘의 핵심 PSI, 비공개 앤트로픽 모델로 양자 난제 '아론슨-암바이니스 추측' 증명 발표 앤트로픽, 1.7GW 규모 가스 발전기 약 34억 달러 계약 보도 LG AI연구원, K-엑사원 2.5 API 전면 무료 개방 엔비디아 V플래시, 로봇 시각 계획 추론 최대 5.1배 가속 1 PSI, 비공개 앤트로픽 모델로 18년 묵은 양자 난제를 증명했다고 발표 AI 물리학 스타트업 피지컬 슈퍼 인텔리전스(PSI)가 6일(현지시간) 양자 복잡도 분야의 난제인 아론슨-암바이니스 추측 의 완전한 증명을 도출했다고 밝혔습니다. 연구 시작 사흘째에 증명 초안이 나왔고, 수학 검증 도구 린 4(Lean 4)의 검증도 통과했다는 설명입니다. 이 결과는 구조가 없는 무작위 입력에서는 일반 컴퓨터도 양자 알고리즘의 출력을 비교적 적은 횟수의 데이터 조회로 근사해 예측할 수 있다는 내용입니다. 스탠퍼드대 연구진은 이를 검토한 뒤 "여러 연구 흐름을 하나로 결합한 증명"이라고 평가했다고 보도됐습니다. 💡 왜 중요한가 모델 개발사가 아닌 외부 연구 조직이 자체 연구 시스템과 최첨단 모델을 결합해 수학 연구 성과를 냈다는 점이 눈에 띕니다. ⚠️ 알아둘 점 사용한 모델명과 접근 경위는 공개되지 않았고, 논문 전체가 형식 검증된 것은 아니어서 전문가의 추가 검토가 필요합니다. 또 이 결과가 양자 컴퓨터가 일반 컴퓨터보다 빠를 수 없다는 뜻은 아니며, 쇼어 알고리즘처럼 구조를 활용하는 문제의 우위는 그대로입니다. 📎 출처: AI타임스 - PSI ...

Meta Muse Usage Explained | Install, Features & Approvals at a Glance

You probably came in wondering, "I roughly know what Meta Muse is, but where exactly do I use it, what does it do on my behalf, and how far do I have to grant permission?" This post is a comprehensive guide that organizes those three things — installation, features, and approvals — at once, with the latest information based on Meta's official materials. Any difficult or unfamiliar AI agent terms will be explained one sentence at a time so they are easy to understand.

📌 Key Summary (3-line recap)

Meta Muse is not a chatbot that only answers questions, but a personal AI agent that chats on mobile, Mac, WhatsApp, and web (muse.ai) and performs real tasks such as reservations, documents, and purchases on your behalf.

It continues work in the background even when you close the app, and always requires user approval before sensitive actions such as sending email or making a purchase.

The base tier is free (usage allowance) and paid subscriptions are Power ($20/month) and Maximum ($100/month); per the current official announcement the launch is centered on the US (whether Canada is included needs verification), and the official Korea support schedule is undetermined (needs verification).

🔗 Official Verification & Sign-up Paths

Official intro page: Meta AI official site ai.meta.com/muse

Online use & subscription: muse.ai (web) or log in with a Meta account in the mobile app

Download: App Store / Google Play "Muse from Meta"

Pricing & subscription help: Meta Help Center meta.com/help (Muse subscriptions)

Launch announcement source: Meta Newsroom about.fb.com (September 2026 Muse announcement)

Phone inquiry: Meta does not operate a separate official customer-service phone number; inquire via in-app support / the Help Center (needs verification).




The table below summarizes the whole flow of this post (where / what / how to approve / how much) at once.

Category Key Details
ChannelsMobile app (iOS·Android), Mac app, WhatsApp, Web (muse.ai)
Tasks done for youWeb browsing · reservations · form filling · customer-service handling · document writing · image generation · purchases · price monitoring · goal tracking · app connection
Actions needing approvalSending email/messages, purchases, sharing info with connected apps (allow once / always allow / deny)
BackgroundKeeps working even when the app is closed; re-notifies when a change or approval is needed
PricingFree by default (usage allowance) / Power $20·mo (500M tokens/week) / Maximum $100·mo (3B tokens/week)
Launch regionCentered on the US·Canada (iOS·Android·muse.ai), AI glasses support planned / Korea schedule undetermined (needs verification) ※ Canada needs verification

Table explanation: The first row is where you use Muse, the second row is what it actually does on your behalf, the third row is the actions that require your approval, the fourth row is the point that it keeps working even when the app is closed, the fifth row is the free/paid pricing structure and each subscription's weekly token allowance, and the last row organizes the current launch regions and the Korea schedule respectively. This means you can grasp Muse's use cases, features, control method, cost, and launch status just by looking at this one table. The approval options are more finely subdivided per the Meta Help Center, and the details are explained in item 4.

[Key Terms Explained]

AI agent: An AI that goes beyond just answering questions to perform actual actions (web operations, reservations, purchases, etc.) on the user's behalf.

Token: A small unit by which AI processes characters and words; the larger the token allowance, the more work it can do.


1. What Meta Muse Is Explained

According to Meta's official announcement (September 2026), Meta Muse is introduced as "a secure, private personal AI agent that proactively helps people meet their goals and suggests ideas." This means Muse is not a simple answer-only chatbot but a secretary-type AI that remembers your goals and looks after them first.

The original text states it is "powered by Muse Spark, Meta's most capable model built for real agentic tasks." This means Muse uses a brain specially trained to be better at actual actions such as web operations and form filling.

It also says it is "designed around the way people already communicate, so talking to Muse is just like messaging another person." This means you don't need to learn a separate, complicated method of use — you can just speak as you would in your usual messenger.

[Key Terms Explained]

Muse Spark: The name of Meta's own AI model (brain) built to run Muse, specialized for performing real tasks.


2. Mobile, Mac & WhatsApp Usage Structure Explained

The original text guides you to "chat with the Muse app on mobile, Mac, or WhatsApp, just like messaging another person." This means you can hand off tasks as if chatting, from any of the three channels. On the web, you can also access it at muse.ai.

To install, search for "Muse from Meta" on the App Store or Google Play and download it, then log in with your Meta account. This means you can start right away from whichever is familiar among smartphone, computer, or web. If you don't have a Meta account, you can create one with a Facebook/Instagram account or an email address/phone number.

For the Mac app, it explains that "Muse works alongside your files, apps, and browser tabs." This means it is strong at desktop-environment tasks such as organizing files inside the computer and document work. According to the Meta Connect 2026 announcement, a computer-use feature was added to the Mac app, so with your permission Muse can directly operate any app on the Mac. This means it can keep handling tasks you handed off on the Mac even while you are away. In the case of WhatsApp, you can use it right inside your existing messenger without installing a new app, so the barrier to entry is low.

The connection feature is introduced as "you can connect apps you use daily such as email, calendar, and Instagram, and if a needed tool is missing, Muse builds it itself." This means you can attach the services you usually use to Muse and hand off more work.

[Key Terms Explained]

Connectors: A connection feature that links the apps you usually use, such as email, calendar, and Instagram, to Muse so it can use those apps' information and perform tasks.

Computer use: A feature where the AI directly operates the computer by clicking and typing in on-screen apps like a person.


3. Web Browsing, Reservations, Documents & Purchases Features Explained

The original FAQ states that Muse can "answer questions, complete tasks, browse the web, make purchases, generate images, write documents, and connect your favorite apps and services, and it performs setting alerts, tracking goals, and monitoring interests in the background." This means you can hand off a wide range, from small everyday chores to tasks that require multiple steps.

Web tasks are described as "the Muse Secure VM browses the web with a modern browser on a dedicated virtual computer, making reservations, filling forms, and handling customer service." This means Muse does for you the work of a person opening a browser and clicking.

Regarding payment, it is written that "checkout is done with Link, built by Stripe, and at payment a one-time-use card number is created so that your real card information is not exposed to the seller or the agent." This means that even if you hand off a purchase, your real card number is hidden. It also says "Link's purchase protection (damage/loss compensation, price-drop protection, free returns, etc.) applies, and Shop Pay and 1Password support will be provided later." Afterward, at Meta Connect 2026, it was announced that Shop Pay and PayPal would be added as payment methods. This means payment methods are gradually increasing, and the actual scope and timing of availability need verification.

[Key Terms Explained]

Muse Secure VM (Secure Virtual Machine): A dedicated virtual computer for Muse set up separately in the cloud, where Muse browses the web and stores data safely.

One-time-use card: A virtual card number temporarily generated at each payment, a security measure that hides your real card information.


4. Permission Approvals & Security Points Explained

The original text states that "Muse checks with the user before sensitive actions such as sending email or making a purchase, and provides an audit trail that shows everything it has done and everything it will do." This means important actions are not executed without your permission, and you can trace them back through records. Approval can be chosen from "allow once / always allow / deny."

The Meta Help Center lists the approval options in more detail. There are five — "allow once," "allow for this task," "allow for this site," "always allow (for that connector)," and "deny" — and permissions are managed under the app's Settings → Permissions. This means you can finely set the allowed scope by this one time, one task, one site, or one app. The Help Center recommends starting with low-risk tasks first, and notes that some actions, such as sending email, cannot be undone.

As for the security structure, it explains that "a Sentinel agent, separated from Muse at the system level on the same machine, runs, and unless Sentinel approves, none of Muse's actions can go out to the internet." This means there is a separate AI acting as a gatekeeper next to Muse, filtering outbound actions one more time.

It also says "Muse cannot see the user's passwords or payment methods, and credentials are stored in a secure vault that Muse cannot read." This means Muse is designed to be usable without seeing your login information. Conversations are not shared with Meta's advertising system, you can opt out of use for model training, and within this year a Muse Confidential VM, where only the user holds the key, is also planned to be introduced. This means an encrypted environment that even Meta cannot open to view your data will be added going forward.

[Key Terms Explained]

Sentinel: A dedicated security agent that works alongside Muse while separated from it, acting as a gatekeeper that approves or blocks actions going out to the internet.

Audit trail: A time-ordered record of everything Muse has performed or intends to perform, which you can check and review later.

Opt-out: When the user directly refuses or disables a feature that is on by default (e.g., using data for AI training).


5. Differences from Chatbots & AI Assistants Explained

The original text distinguishes that "a chatbot answers one question at a time, an AI assistant does more complex conversation and content generation, and a personal AI agent like Muse goes further — taking real actions on the web and connected apps, advancing multi-step tasks on its own, and continuing in the background even when the app is closed." This means Muse's key differentiator lies not in "talking" but in "actually executing."

As an example, the original text gives the situation of "turning a recipe reel saved on Instagram into a shopping list, suggesting a dinner party menu, and remembering friends' dietary restrictions before sending invitations." This means Muse operates to the level of remembering details it heard once and looking after them first. Among the things it remembers, the user can also ask it to forget specific items.

[Key Terms Explained]

Multi-step task: When the AI handles, in sequence, a job that is finished only after going through several steps in order, such as search → compare → book.


6. Pricing, Launch Region & Latest Updates Explained

Per Meta's official help, the pricing is "free by default (usage allowance), and to use more you can upgrade to the Power plan ($20/month, 500M Muse tokens per week) or the Maximum plan ($100/month, 3B Muse tokens per week)." This means that for light use the free tier is enough, and the more you use, the larger token allowance of a higher plan you need. Subscriptions are available only to those 18 or older (or the age of majority in your country) with a Meta account, and renew automatically each month. The exact weekly token allowance of the free tier is not given as a figure in the official help, so it needs verification.

As for launch regions, per the official announcement it "launched in the US on iOS, Android, and muse.ai," and AI glasses support is also planned. Whether it is expanding to include Canada varies by report, so it needs verification. This means the current first launch is centered on North America (the US), and the official Korea support schedule is undetermined (needs verification) as there is no official announcement. For reference, at Meta Connect 2026, new features were also unveiled — including Muse Realtime Avatar, which renders Muse's real-time voice as an expressive conversational avatar; a voice mode that continues tasks even while talking; and a Muse-dedicated email address — and the detailed scope of availability may vary by region and timing.

A safe and efficient starting order is (1) decide the channel to use → (2) decide the tasks to hand off → (3) check the connected-app permission and approval settings. This means it is best not to open all permissions from the start, but to hand off step by step.

[Key Terms Explained]

Muse Realtime Avatar: A technology that shows Muse's real-time voice as an avatar with facial expressions and movement, meaning you can use Muse as if talking to an on-screen character.

7. Frequently Asked Questions (FAQ) Explained

Q1. Is Meta Muse free?
Yes, it is provided free with a usage allowance, and to use more you can upgrade to Power ($20/month) or Maximum ($100/month), or wait until the free allowance resets. This means the basic tier is free, but heavy use may require a paid subscription.

Q2. Does it keep working even when the app is closed?
Yes, once you hand off a task, it continues in the background even without keeping the app open, and notifies you again when a change occurs or approval is needed. This means Muse keeps the work going on its own while you do other things.

Q3. How is it different from a chatbot?
A chatbot stops at answering questions, but Muse takes real actions on the web and apps and advances multi-step tasks on its own. This means Muse goes beyond an "answering AI" to an "executing AI."

Q4. Are my passwords or card info exposed to Muse?
No, Muse cannot see passwords or payment methods, credentials are kept in a vault it cannot read, and a one-time-use card number is used at payment. This means Muse is designed to perform tasks without seeing your sensitive information.

Q5. How do I manage approvals?
For each sensitive action such as sending email, making a purchase, or sharing information, you can choose "allow once / always allow / deny" (including "allow for this task" and "allow for this site" per the Help Center), and you can change the default permission per connection anytime under Settings → Permissions. This means the user can directly control how far to hand off.

Q6. Can I use it in Korea too?
Per the current official announcement the launch is centered on the US (Canada needs verification), and the official Korea support schedule is undetermined (needs verification) as there is no official announcement. This means official Korea availability is not yet confirmed, so you should watch for Meta's official announcement.

※ This post was written based on Meta's official materials (ai.meta.com/muse, the about.fb.com September 2026 announcement, the Meta Help Center Muse subscriptions · Muse approval guidance, and the Meta Connect 2026 announcement), and policies, pricing, and launch regions may change over time, so please check the latest information on Meta's official site (ai.meta.com/muse). It includes information supplemented through search, which may change over time.

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