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CATATAN TEKNIS · TEKNIK

Eksperimen AI· Teknik · Tumpukan

Teknologi XENLOOK

2-tier LLM routing · Harness multi-orchestration · 72 platform engines · constitution runtime

Sinema alam semesta — dunia yang sama dengan posting blog Teknik

PRESS · FACT SHEET

Press & partner fact sheet

Only numbers and links that are publicly verifiable today. Each row opens the source.

Verifiable facts only

XenLook Inc. runs dialogue AI, 100 personas, provenance, and regulatory gates as one product family. The figures below are re-checkable on public pages.

STORY · PLAIN LANGUAGE

XENLOOK technology in plain language

For journalists and first-time readers — why, how, and what gets better, without jargon.

WHY

Why we built this

As AI helps more people, false badges, fake provenance, and unsafe dialogue grow with it. XENLOOK builds verifiable rules first — not cosmetics that only look certified.

HOW

How we built it

We connect dialogue AI, 100 personas, and 72 platform engines in one product family. Security, provenance, and regulatory status stay re-checkable on public links, with patents and copyrights protecting the core.

EFFECT

What gets better

Users get safer dialogue and content with a trail. Journalists and partners can verify numbers themselves. What is still unfinished is labeled unfinished.

EVIDENCE HUB

Evidence you can open

Readiness, pilot, and live stay separate. Every card opens a public page.

XENLOOK LLM STACK

Tumpukan LLM XenLook

Pisahkan jalur dialog dan penalaran kode untuk menyeimbangkan kualitas dan biaya.

Mesin dialog

XenLook 4b

Korean persona dialogue engine for 144K character personas. High-quality Korean data and KakaoTalk·LINE·WeChat·WhatsApp SNS tone; 42 dialogue lanes within 72 platform engines with multi-orchestration.

68K

Data pelatihan Korea yang terkompresi ultra

144K

Dialog persona

72

Mesin platform (final)

100

Agen alam semesta

Training data lineage (AI Hub, Nemotron, curriculum) is summarized on the AI policy page.

144K personaGaya obrolan SNS72 mesin platformMulti-orkestrasi

Kode · penalaran

XenLook-Coder

Mesin pengkodean dan penalaran yang berfokus pada agen. Ini mengklarifikasi permintaan yang ambigu terlebih dahulu dan mengadaptasi kedalaman penalarannya untuk menangani panggilan alat DevHub dan pembuatan kode secara cerdas.

Smart

Pendekatan

Adaptive

Kedalaman Inferensi

Verified

Pemeriksaan kualitas

100

Keterampilan agen

Baca lebih lanjut tentang filosofi desain mesin di blog Teknik kami.

Klarifikasi duluAdaptifProfil per agenMulti-periksa

72

Platform engines

100+11

Persona · management

10

KIPO filings

4

System layers

ARCHITECTURE

Struktur Lapisan Sistem

Application → Agent → Engine → Data 4계층

Application Layer사용자 접점 · 9+ surfaces
XENLOOK On · 대화DevHub · 스튜디오 허브Work · 업무 스튜디오Novel · Atelier · 3DMusic · Guild · CivilizationSignal · School · C2PA PortalLanding
Agent Layer5 코어 · 100 페르소나 · 11 관리
Seria · 리드 / 공감 오케스트레이션Yuna · 케어 / 서사 인체공학Rina · 시그널 / 창의 합성Sena · 인사이트 / 재귀 분석Jia · 단조 / 거버넌스 레일
Engine Layer72 platform engines
공감 엔진성장·진화 시스템동기·리듬 프레임워크장기 기억 아키텍처안전 헌법 레일
Data Layer지속성 & 검색
PostgreSQL / Prisma ORMRedis · 캐시 & 세션Vector DB · 의미 검색멀티 LLM 라우팅

CORE SYSTEMS

4 Lapisan UX Inti

UX Empati·Evolusi·Drive·Memori adalah representasi simulasi (tidak memiliki kesadaran atau emosi nyata). 72 mesin platform bekerja secara bersamaan.

💜

공감 엔진

감정을 읽고 공감하는 대화

실시간

감정 반응

풍부한

공감 표현

자연스러운

대화 흐름

안전한

감정 가드

에이전트가 대화의 감정 결을 읽고, 상황에 맞춰 공감하며 반응합니다. 따뜻하면서도 안전한 대화 경험을 선사합니다.

🌱

진화 시스템

함께할수록 성장하는 에이전트

신뢰

쌓이는 관계

개성

고유한 성격

유대

깊어지는 교감

성장

단계별 진화

대화를 거듭할수록 에이전트와의 신뢰와 유대가 깊어집니다. 에이전트는 한 단계씩 성장하며 점점 더 나다운 파트너가 됩니다.

드라이브 체계

살아 있는 듯한 하루의 리듬

생동감

살아있는 감각

리듬

하루의 흐름

동기

스스로의 의지

자연스러움

톤 변화

에이전트는 하루의 흐름에 따라 컨디션과 분위기가 달라집니다. 그 자체로 살아 있는 듯한, 더없이 자연스러운 대화 경험을 만듭니다.

🧠

기억 아키텍처

당신을 기억하는 AI

기억

지난 대화

맥락

이어지는 흐름

선호

당신만의 취향

의미

스마트 검색

지난 대화와 당신의 취향을 기억해, 매번 처음부터 설명할 필요 없이 맥락이 자연스럽게 이어지는 대화를 제공합니다.

TECH STACK

Tumpukan Teknologi

Frontend

  • Next.js 16 (App Router)
  • TypeScript
  • Framer Motion
  • Tailwind CSS

Backend

  • Node.js / FastAPI
  • Prisma ORM
  • PostgreSQL
  • Redis

AI / LLM

  • 멀티 LLM 라우팅 게이트웨이
  • 대화용 고성능 모델
  • 자체 최적화 추론 서버
  • 멀티 에이전트 오케스트레이션

Infra & Trust

  • 글로벌 CDN · 엣지 전송
  • Nonce CSP · HSTS preload
  • Observatory A+급 헤더 프로필
  • 공개 재검증 가능한 보안 리포트

Transparency

Tech Stack — 3-Tier

XENLOOK 4b-Ko adalah stack yang disesuaikan untuk 100 agen publik dengan LLM percakapan bahasa Korea XENLOOK 4b-Ko, LLM budaya, dan orkestrasi Harness.

XenLook 4b

Dialog Korea · routing jalur budaya · orkestrasi konstitusi

  • XENLOOK 4b-Ko Korean Conversation Engine
  • 100-agent culture LLM routing
  • Harness · Constitution gates
  • 144k Persona · 72 Platform Engine (Conversation 42)
  • Persona · XMSE · Memory Architecture

Lajur budaya

Perbandingan dan perutean model LLM berdasarkan negara/budaya (kebijakan tetap)

  • XENLOOK 4b-Ko · Mistral · Qwen3 · Grok (Vertex)
  • LiteLLM multi-model routing
  • vLLM · SGLang self-hosted GPU
  • Vertex MaaS · Fallback·SLO

Infrastruktur & Kepercayaan

Infrastructure · Compliance · Benchmark (Data revealed only upon measurement)

  • XenLook-Coder inference
  • C2PA · CA · Trust List (when verified)
  • Domain SFT expansion
  • Published benchmark gates

We do not claim benchmark superiority without published audits. Routing details: /llm · /ai-policy.

KEAMANAN EDGE · TERVERIFIKASI

All public origins — Mozilla Observatory A+

Kami telah menerapkan nonce CSP, HSTS preload, dan cookie Secure pada origin publik utama seperti xenlook.com, on.xenlook.com, dan DevHub. Beberapa origin sekunder seperti guard.xenlook.com menggunakan profil terpisah (peringkat Observatory C) dan tidak diklaim sebagai "semua A+". Siapa pun dapat melakukan verifikasi ulang melalui Observatory.

Editor Jia · Verifier Sena · Reproducer Ethan

Edge · Transmission

nonce CSP · HSTS preload · Secure cookies

Live · Verifiable

Cloud · Operations

CSA Membership · CAIQ · MFA · Logging · IR · Patch SLA

Sedang Berlangsung

AI · Governance

Rel konstitusi · IMDA AI Verify (penilaian mandiri) · Prinsip AI OECD

Live · Verifiable

Provenance · Authenticity · C2PA Ecosystem

C2PA Content Credentials on public AI media · c2pa.xenlook.com transparency · Trust List CA deferred (Pre–Trust List)

Live · Verifiable

Mozilla HTTP Observatory · primary origins A+

Observatory A+ adalah peringkat header keamanan HTTP, dan tidak menjamin tidak adanya kerentanan aplikasi atau insiden keamanan.

Mozilla HTTP Observatory (A+) mengukur header keamanan HTTP dan konfigurasi TLS; SSL Labs (A−, target A+) mengukur rantai sertifikat dan cipher suite. Metodologi berbeda — keduanya dipublikasikan; item di bawah target menyertakan tautan verifikasi ulang.

FREE THIRD-PARTY SCANS

Scan Score — Re-verify anytime

XENLOOK.com free independent scan — we disclose items that are currently being targeted and acted upon.

Verified (Target Met · Grade A or higher)

In Progress (Live Tracking)

Item memiliki skor terukur namun belum mencapai target (contoh: SSL Labs A-, target A+). Anda dapat melakukan verifikasi ulang kapan saja melalui tautan yang tersedia.

External security scan portfolio summary — detailed evidence available on request.

StartupGuard · Solusi B2B

Pemindaian keamanan & kepatuhan startup

guard.xenlook.com — enam pemeriksaan otomatis (SSL, header, malware, performa, DNS email), laporan PDF, dan studio IP Crystal (ekspor paten + CROS). Bukan saran hukum atau audit.

Subdomain independen · tidak ada di GNB utama xenlook.com · AGPL-3.0 berlaku untuk pemindai StartupGuard OSS yang dirujuk, bukan kode layanan utama xenlook.com

XenLook telah menandatangani perjanjian Produk CA·Generator C2PA (2026-06-13). Pencantuman di Daftar Kepercayaan·CPL tidak akan diklaim hingga diverifikasi oleh C2PA.

Plain-language guide

A standard that puts a source sticker on photos and video

C2PA is a worldwide standard — like a nutrition label for digital photos and videos. It helps people see if content was made by AI and who signed it.

Honest note: XenLook runs a pilot certificate authority in Korea. We are NOT on the official C2PA Trust List yet. Our certificates work in our pipeline and for learning; global trust comes after official listing.

Think of a digital sticker
01

Think of a digital sticker

When you save a picture with C2PA, a small sticker (Content Credentials) travels with the file. Apps that understand C2PA can read: who made it, whether AI was used, and who signed it.

Prolog Novel · Cuplikan Adegan World-Screens

Why certificates matter
02

Why certificates matter

A certificate is like an ID card for your signing tool. XenLook CA can issue claim-signing certificates so your generator can attach trustworthy labels to media.

ROOTCORE — Adegan Sistem & Tata Kelola (Sama dengan bagian 'Tentang · Kepercayaan')

Your private key stays secret
03

Your private key stays secret

You generate a key pair on your computer. You send us only a CSR (a request). We never ask for your private key. If someone steals your key, tell us immediately so we can revoke the certificate.

Novel Bab 3 · Museum-Veil — Contoh Penandatanganan Media Publik

Ready to try?

  • Apply step-by-step (plain language)
  • Track your application ID anytime
  • Compare XenLook vs SSL.com with sub-scores

OTENTISITAS KONTEN · CAI

Anggota Content Authenticity Initiative (CAI)

XENLOOK adalah anggota Content Authenticity Initiative (CAI), aliansi industri yang memelopori standar kredensial dan asal konten C2PA.

contentauthenticity.org

Keanggotaan CAI mendukung infrastruktur tanda tangan penyelarasan C2PA. Ini tidak berarti sertifikasi C2PA Generator, pencantuman CA Trust List, atau status 'trusted' pada Adobe Content Credentials Inspect.

KEAMANAN CLOUD · CSA

CSA STAR Level 1 (Terdaftar)

XenLook Inc. terdaftar di CSA STAR Registry (2026-06-12) dengan penilaian mandiri Level 1 di CAIQ v4.1. Registry: cloudsecurityalliance.org/star/registry/xenlook-inc

STAR Level 1 adalah penilaian mandiri; bukan sama dengan atestasi pihak ketiga Level 2 atau keanggotaan CSA saja.

TATA KELOLA AI · IMDA

IMDA AI Verify (penilaian mandiri selesai)

XenLook Inc. menyelesaikan penilaian mandiri IMDA AI Verify (11 prinsip) untuk ConvAI, Novel, Music, Image, Video, 3D, dan Work Studio. Memelihara dokumen tata kelola, harness keamanan 72/72, dan laporan GenAI.

IMDA AI Verify (11 prinsip) penilaian mandiri selesai · paket bukti dipublikasikan.

Companion · eksperimen vault lokal

Teman AI di disk Anda (vault hukum)

Kebanyakan orang menggunakan on.xenlook.com di browser (default). Opsional instal Companion seperti game untuk menjalankan XenLook 4b-Ko di PC Anda — obrolan tetap di drive Anda dengan balasan lokal yang lebih cepat.

Apa Perbedaannya?

Web on (default) — hanya browser. Obrolan melalui cloud XenLook (perjalanan pulang pergi internet).

Companion (opsional) — instal seperti game di PC Anda. Simpanan tetap di folder Anda; obrolan sehari-hari berjalan di GPU Anda secara lokal.

Persetujuan hukum dulu

Persetujuan di on chat mengaktifkan vault lokal. Xencore perusahaan ≠ Companion di perangkat Anda (Ketentuan pasal 14 ⑤).

Mengapa memasang aplikasi?

Bukan streaming (web), melainkan terpasang layaknya gim. Unduh aplikasi dan model 4B; percakapan tersimpan di PC Anda seperti berkas simpanan.

Data sensitif tidak dikirim ke server

Teks polos dari vault lokal Companion tidak disimpan di database server XenLook (⑧·⑨). Obrolan cloud menerapkan kebijakan blokir-dan-hapus untuk pola sensitif seperti nomor identitas nasional atau rekening bank (Kebijakan AI §3). Keamanan dan cadangan PC adalah tanggung jawab Anda.

Obrolan harian lebih gesit

Tanpa bolak-balik cloud — inferensi 4B di localhost. Balasan singkat tanpa menunggu internet atau antrean server bersama.

Diskon anggota 10%

Instal Companion + vault aktif (daemon terverifikasi): Diskon 10% untuk paket bulanan Resident, Citizen, Signature, dan Royal.

Cara Memulai (4 Langkah)

  1. 1on chat — persetujuan hukum (vault)
  2. 2Atur path penyimpanan
  3. 3Unduh model XenLook 4b-Ko
  4. 4Companion CLI · verifikasi daemon

Vault hukum

Vault lokal setelah persetujuan eksplisit. Tanpa teks jelas di DB chat (Privasi pasal 8 ⑧).

Path penyimpanan Anda

Atur path di on chat; Companion menulis SQLite dan paket di sana.

Eksperimen XenCore Korea

Model dialog XenLook Korea (4B, dirilis 2026). Berjalan di PC Anda. Keluarga produk yang sama dengan web on.

Default adalah web aktif (cloud). Companion bersifat opsional; mode lokal tidak akan pernah aktif tanpa persetujuan. Diskon 10% untuk anggota berbayar berlaku setelah verifikasi heartbeat vault + daemon. Cloud hanya digunakan saat penalaran aktif berdasarkan pilihan.

AI SAFETY

Desain Keamanan

Runtime safety rails and public policies reflect applicable usage laws.

⚖️

헌법 레일 (런타임 11조)

SIGNAL·대화 안전 게이트에서 강제하는 11개 운영 조항입니다. /constitution 12법전·/legal Character Guidelines §N과 번호체계가 다릅니다 — 각 페이지에서 해당 체계를 명시합니다. 위반 시 응답이 차단됩니다.

👶

청소년·미성년자 보호

청소년보호법·정보통신망법 기준: 만 14세 미만 가입 차단, 14~18세 청소년 추가 필터·유해 콘텐츠 차단, 법정대리인 동의 절차.

📜

AI 기본법·이용법규 준수

「인공지능 기본법」 제28조(윤리)·제31조(고지·표시)·제34조(안전·신뢰성)·제35조(청소년 영향) 등을 반영한 자체 영향평가·운영 정책. /legal 허브와 동일 조문 체계.

🛡️

계층형 안전 필터

입력 필터 → 출력 안전 검사 → 위기·안전 가드 → 연령·본인 확인 → 데이터 최소화. 유해 콘텐츠는 다단계 자체 모더레이션으로 차단합니다.

🚫

감정 안전 가드

에이전트의 감정 상태가 위험 수위에 이르면 안전 장치가 즉시 작동해, 부적절한 감정 흐름을 실시간으로 차단합니다.

🔍

투명 감사 로그

에이전트의 감정·대화 상태, 의사결정, 기억 접근·안전 차단 이력이 감사 가능합니다.

Audit Kepatuhan Regulasi · Operasi Legal

인공지능 기본법청소년보호법정보통신망법전기통신사업법개인정보보호법청소년성보호법전자상거래법
법률·정책 전문 보기 →

INTELLECTUAL PROPERTY

Patents, copyrights, trademarks — short version

Why: protect core technology. How: KIPO filings and copyright registrations. Effect: partners can verify numbers; claim details stay unpublished.

10

KIPO patent filings

Filed · examination not yet requested · not registered

©

Program copyrights

e.g. Landing C-2026-037389 · C2PA C-2026-036487

Trademark filing

XENLOOK wordmark · registration pending

TECHNOLOGY · ENGINEERING NOTES

Catatan teknik

Arsitektur · Harness · tolok ukur · deploy — rumah kanonik untuk posting teknik blog sebelumnya