LiquidLanguage Model
Enter live room
FLUID INTELLIGENCE / OPEN HORIZONS

Intelligence,
in a liquid state.

An evolving language model that listens to onchain signals, connects fragmented information, and turns the network into understanding.

Enter the observatory Explore the model
+ Information is never still. Neither are we.
LIQUID CORE 01 / ∞
CONTINUOUSLY EVOLVINGCONNECTED BY CONTEXTPROCEDURAL STUDY — MOVE TO INTERACT
RESEARCH IN MOTIONSCROLL TO DISCOVER
A NETWORK OF UNDERSTANDINGReference snapshot · illustrative values
16/24Active streams
25,000Sources indexed
28.50MTokens processed
84Network domains
103,656Signal events
ai16z-v1.5Model version
01 / THE PHILOSOPHY

Many signals.
One evolving perspective.

A fluid foundation for a world that never stops moving. Liquid Language Model brings public knowledge and network context into a connected information space.

01

Listen

Observe public documentation, protocol activity, and signals across networks.

02

Connect

Bring fragmented information together while keeping its source and context.

03

Understand

Build a shared reasoning foundation that evolves with each new perspective.

Explore source activity
02 / MODEL EVOLUTION

Understanding
takes shape.

From scattered signals to connected intelligence. Four stages of a continuous research journey.

ILLUSTRATIVE MILESTONES4 / 4 MAPPED · 100%
01
PHASE 01Mapped

Gather the Signals

25,000 sources · normalized

Explore this phase +
  • Collect public protocol documentation
  • Normalize market and social signals
  • Keep source provenance at every step
02
PHASE 02Mapped

Establish the Core

28.50M tokens · structured

Explore this phase +
  • Connect information across networks
  • Build a shared reasoning foundation
  • Preserve context across every stream
03
PHASE 03Mapped

Validate Intelligence

84 domains · cross-referenced

Explore this phase +
  • Evaluate cross-source consistency
  • Trace answers to their source material
  • Measure quality with repeatable checks
04
PHASE 04Mapped

Activate Liquid Intelligence

ai16z-v1.5 · continuous operation

Explore this phase +
  • Bring the information streams together
  • Observe the model in the live screen
  • Refine understanding with new signals
THE UNDERLYING MODEL

Liquid Language Model

Source-aware context. Interconnected knowledge.

OPERATIONAL MODEL IDai16z-v1.5Original identifier preserved
Observe the model
03 / THE OBSERVATORY

Inside the
intelligence.

An open window into the information space. Explore the core, follow its sources, and observe the context as it arrives.

01 / 04
Liquid Intelligence Core
LLM / ALL SOURCES
PROCEDURAL INTELLIGENCE STUDY
AMBIENT MORPHOLOGYINTERACT TO PERTURB THE SURFACE
Local stream activeListening for source events

Signal sources

Context begins at the source
LOCAL STREAM

Solana Network

docs.solana.com

Waiting for source observations.

INGESTING / SOURCE ROLE0 events
LOCAL STREAM

DeFi Signals

docs.drift.trade

Waiting for source observations.

CORRELATING / SOURCE ROLE0 events
LOCAL STREAM

Governance Activity

gov.optimism.io

Waiting for source observations.

OBSERVING / SOURCE ROLE0 events

Source activity

Local stream active
TIME / UTCSOURCETYPEOBSERVATIONTOKENS

A quiet information space.

Source events will appear here as they arrive.

Source provenance preserved0 / 24 recent events · UTC