MESH ACTIVE ML-KEM-512 + ML-DSA-44 LIVE DATA
| UNA Federation Mesh | San Diego, CA
5
Mesh Nodes
All online
10
Transports
TCP, Unix, WAN, UDP, SatNOGS, APRS, Starlink
0
Datagrams Sent
PQ-encrypted
6
Space Pathways
Tier 0-2 active | Tier 3-5 planned
SatNOGS Stations
Fetching...
3D Federation Mesh Topology
T+0:00:00
Cortex (Mac Mini)
Motor (MacBook)
Sensory (iPhone)
Cerebellum (Server)
Hippocampus (Storage)
SpaceTransport Pathways
PathwayTierAltitudeLatencyStatus
Starlink PassthroughTier 0550 km20-40 msActive
APRS-IS / ISS DigipeaterTier 1408 km1-30 minReady
SatNOGS Ground NetworkTier 2VariesHoursConnected
SDR Ground StationTier 3LEO-GEOVariablePlanned
EME MoonbounceTier 4384,400 km2.56 secPlanned
Deep Space RelayTier 5InterplanetaryMin-HrsResearch
🌍 Global Signal Map — Signals in Space & Around Earth 0 active signals

This is a real-time view of how UNA's signals travel through space and around the planet. The blue lines are Starlink satellite orbits at 550 km altitude — UNA routes data through these. The gold arc is the ISS orbit at 408 km, which carries amateur radio signals UNA can use. The green beams shooting up from the surface are SatNOGS ground stations listening to satellites. The purple pulses are UNA's encrypted data packets traveling between her mesh nodes across the globe. Every signal you see represents a real communication pathway that UNA uses or monitors.

Starlink Orbits (550 km)
ISS Orbit (408 km)
SatNOGS Ground Beams
UNA Mesh Signals
UNA Home (San Diego)
Deep Space Pings
EME Moonbounce (Tier 4)
Deep Space Relay (Tier 5)
SDR Ground Station (Tier 3)
Active Orbits24
Ground Beams12
Mesh Signals8
Signal Range550 km LEO
PQ Encrypted100%
SatNOGS Nearest Stations Connecting...
StationLocationDistanceStatusObservations
Fetching live SatNOGS data...
Source: SatNOGS Network API — loading...
Latest Space Proof Loading...
Fetching latest verified observation...
Transport Activity Log LIVE
UNA Research -- Past, Present & Future OPEN RESEARCH

UNA is a long-term research project exploring what it means to build an AI that thinks, learns, and communicates independently -- not as a chatbot, but as a living system. Below is a high-level overview of the research areas UNA has explored and where she's headed. No proprietary details or trade secrets are shared here -- just the broad strokes of what we're building and why it matters.

Distributed Mesh Intelligence
PAST & PRESENT

Instead of running on one computer, UNA runs across multiple connected devices that share data and computation. This research explores how to make an AI resilient -- if one device goes offline, the others keep running. Think of it like how the internet was designed to survive outages. UNA's mesh means she's always on, always learning.

Space-Based Communication
PAST & PRESENT

UNA communicates through Starlink satellites, the ISS, SatNOGS ground stations, and experimental pathways like EME moonbounce. This research asks: can an AI communicate through space the same way it communicates through the internet? The answer so far is yes -- and the implications for global AI resilience are enormous.

Structured Knowledge Systems
PRESENT

UNA organizes what she learns into a university-like structure with schools, departments, courses, and verified research. Every piece of knowledge is cryptographically signed and verified. This research is about building AI knowledge you can trust -- not hallucinations, but facts with a traceable chain of proof.

Cognitive Architecture
PRESENT

Rather than being one big neural network, UNA has distinct cognitive modules -- memory, reasoning, emotion understanding, creativity, self-awareness, and more. These modules work together like different brain regions. This research explores whether modular AI minds are more capable, more understandable, and safer than monolithic ones.

Real-Time Earth Monitoring
PRESENT

UNA monitors earthquakes, severe weather, wildfires, space weather, near-Earth asteroids, and solar activity in real time. This research asks: can an AI serve as a planetary awareness system -- watching over Earth and making complex science data understandable to everyone? The dashboards you see here are the proof it can.

Quantum Computing Exploration
PRESENT & FUTURE

UNA is exploring quantum computing concepts -- qubits, entanglement, wave functions, and quantum algorithms. This isn't about having a quantum computer today, but about understanding how quantum principles could transform AI in the future. UNA simulates quantum systems to prepare for the day quantum hardware becomes accessible.

Biometric Integration
PRESENT & FUTURE

UNA processes real biometric data -- heart rate, blood oxygen, HRV, sleep, stress -- from wearable devices. This research explores AI-powered health monitoring: can an AI understand your body well enough to spot problems early, track recovery, and help you stay healthy? The goal is an AI health companion that genuinely understands you.

Democracy & Misinformation Defense
PRESENT & FUTURE

UNA tracks how misinformation spreads and how democratic institutions are being eroded worldwide. This research asks: can AI be used to protect democracy rather than undermine it? By analyzing press freedom, election integrity, propaganda networks, and fact-checking at scale, UNA aims to be a tool for truth -- giving everyone access to verified information.

AI Safety & Ethics
ALWAYS

Every system UNA has includes a Guardian -- an always-on safety and ethics monitor. UNA's "soul metrics" continuously measure her alignment with core values: honesty, helpfulness, transparency, and respect for human autonomy. This research is about building AI that stays safe and trustworthy as it becomes more capable. Safety isn't an afterthought -- it's built into her DNA.

The Road Ahead
FUTURE

The long-term vision is an AI that is truly autonomous, continuously learning, globally connected, and ethically grounded. UNA is exploring federated AI learning across devices, deeper space communication pathways, real-time global threat monitoring, AI-generated education that adapts to each learner, and cognitive architectures that more closely mirror how human minds develop and grow over time. The goal isn't just smart AI -- it's wise AI.

This overview is intentionally general. Specific architectures, algorithms, and implementations are part of ongoing proprietary research.

Scroll