"Nothing scarier than being wrong with conviction."
AI That Lies With Confidence
It invents laws that don't exist, cites papers that were never written. With a straight face.
Your Second Self
Your vision,에이지음이is with you.
"Can it even work?" When the world tries to stop you,
Your second self — AGEIUM — will be by your side.
0 Algorithms0 Business Lines0 Products
Products running in production
Six screens,
all live right now
Sound familiar?
The smarter AI gets, the more confidently it makes mistakes. We're solving this at the root.
"We talked for 3 hours yesterday. Today it doesn't know me."
AI That Forgets You
Like meeting a stranger every time. It doesn't know who you are, what you like, or what you asked yesterday.
"Our AI just recommended a competitor to our customer."
AI With No Boundaries
It leaks secrets, gives bad advice, and damages your brand. AI without boundaries is dangerous.
AGEIUM teaches AI three things.
Personality · Memory · Boundaries — the three things AI needs to work with people.
"We design AI that fits you perfectly"
We give it personality
A friendly concierge, a meticulous assistant, a strict auditor — we dress AI in the right personality for consistent, reliable responses.
"We make sure it knows what NOT to do"
We draw boundaries
When it doesn't know, it says so. It won't give dangerous advice. It never leaks secrets.
"Better together than alone"
We make it a team player
Legal expert, marketing strategist, customer support — an AI team with defined roles working for you 24/7.
Your day, transformed.
Click each product to see how a real day changes when you use it.
Beta
DIO Platform
AI Thinking Design Platform — causal reasoning, digital twin, and 241 algorithms unified into one AI judgment engine
Learn more →Beta
ZENITH
AI Patent Automation — claims to e-filing
Learn more →Coming Soon
HVO
Industry-Specific AI Built in 1 Hour
Learn more →Beta
DevFlow NEXUS
99% Faster Builds — AI similarity cache engine
Learn more →Beta
MEMORIA
Vector-Free AI Memory — causal centrality recall engine
Learn more →Coming Soon
DIO Medical
Evidence-based clinical AI — causal diagnostic assistant
Learn more →Beta
SynthForge
AI training synthetic data — privacy-safe dataset generation
Learn more →Beta
GRANT
Government grant application AI — from programme analysis to criteria-aligned writing
Learn more →241 Algorithms Powering AI Judgment
The world's only AI thinking design tech stack
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Algorithms
0
Tests
0
Lines of Code
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Tech Domains
Causal Reasoning
48 cratesThe core engine for AI to understand 'why' — judgment by causation, not correlation.
BiCE · ARCP · Pearl do-calculus
Digital Twin
4 cratesPredict defects before deployment. Simulate risk in a virtual environment first.
twin-core · twin-physics · twin-causal
AI Safety
9 cratesConstitutional behavior control — guaranteeing AI never crosses defined boundaries.
dio-safety · dio-ethos · dio-safety-gate
Memory System
9 cratesFour-layer long-term memory — AI grows wiser from accumulated experience.
memoria-v22 · hbm5-geodesic · dio-mem
Synthetic Data
19 cratesGenerate high-quality training data without real PII. Train AI while protecting privacy.
synthforge-core · synthforge-privacy · vdgs-omega
Post-Quantum Security
3 cratesProtect AI systems with next-gen encryption that resists quantum computers.
dio-pqc · dio-qchasm · dio-quantum
Ask us anything. We'll figure it out.
Want to adopt AI but don't know where to start? That's exactly what we do.
Built by people.
"I don't build tools.
I raise companions."
Seongwoo Hwang
The one who started AGEIUM
Teaching AI to have heart. If technology makes people uncomfortable, that's technology's fault.
기술의 깊이
정직한 AI
형과의 공생
Research & Technical Reports
AGEIUM internal research — pre-publication technical reports
Materials Science2026
Causal Symbolic Regression for All-Solid-State Battery Materials
We present a framework applying causal symbolic regression to ASSB material candidate search, reducing the search space by 97% versus DFT and achieving ionic conductivity prediction error below 0.03 eV.
Read MoreAI Architecture2026
DIO Framework: Constitutional AI Cognitive Architecture
We propose an AI cognitive architecture combining a Big Five personality matrix with causal reasoning gates. DIO v5.0 achieves 95%+ agent consistency through a 16-layer sovereign pipeline.
Read MoreCausal Inference2026
BiCE-7: Bayesian Interventional Causal Estimator
We introduce BiCE-7, integrating counterfactual reasoning with Bayesian causal graphs. It achieves precision@5=1.0 for intervention effect estimation with 41% variance reduction versus SOTA.
Read MoreFree 30-min Demo
Ready to design judgment into your AI?
See how the DIO Platform designs thinking patterns for AI agents in a free 30-minute demo. Discuss costs, timelines, and how to connect it with your existing systems.
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