QLMGather the Signals
25,000 sources · normalized
- Collect public protocol documentation
- Normalize market and social signals
- Keep source provenance at every step
~/quantum › ai16z status --live
QUANTUM LANGUAGE MODEL
ai16z-v1.5 / network intelligence frontend simulationA language model that listens to the universe of onchain information.
Quantum Language Model observes an evolving crypto ecosystem. Powered by ai16z, it connects market activity, social signals, and onchain knowledge into a continuously growing understanding of the network.
25,000 sources indexed28.50M tokens16 active streams
MODEL RESEARCH · CONNECTED INTELLIGENCE
ai16z-v1.5 — Expanding Intelligence Across Live Networks
A foundation for understanding a world that never stops moving. Public knowledge, protocol signals, and network context converge into one evolving information space.
16/24active streams
25,000sources indexed
28.50Mtokens processed
84network domains
103,656signal events
ai16z-v1.5model version
› Telemetry is simulated locally. Explore how signals flow through the QLM network.
01 · OBSERVE16 streamspublic information in motion
02 · NORMALIZE28.2k checkedstructured, source-aware signals
03 · CONNECT28.50M tokenscontext across the network
04 · REASONai16z-v1.5an evolving intelligence core
05 · REFINEcontinuousevery signal adds perspective
ROADMAP · THE NEXT MODEL
ai16z 1.5
From scattered signals to connected understanding. Follow the path from public information to a model that sees the relationships across the network.
ILLUSTRATIVE MILESTONES100%
Establish the Core
28.50M tokens · structured
- Connect information across networks
- Build a shared reasoning foundation
- Preserve context across every stream
Validate Intelligence
84 domains · cross-referenced
- Evaluate cross-source consistency
- Trace answers to their source material
- Measure quality with repeatable checks
Activate ai16z
ai16z-v1.5 · continuous operation
- Bring the information streams together
- Observe the model in the live screen
- Refine understanding with new signals
Designed for continuous learning · milestones shown for illustrationobserve ai16z
live screen
inside the model · move your cursor to explore the galaxyα 16h 24m 08s δ +28° 50′
ai16z Core › reading simulated signals…
25,000 sources in the illustrative datasetlocal source active
drifting now
the network · 16 active[ observing signal stream… ]
Solana Network › listening
[ observing signal stream… ]
DeFi Signals › listening
[ observing signal stream… ]
Governance Activity › listening
feed
signals entering the model · simulatedinitializing local signal source…
local source adapter 24 recent events · UTC