Ondas is a Resonant Decoder LLM built natively out of the Temporal Oscillatory Substrate (TOS). Instead of attention weights, it uses phase-coupled oscillators — 5 biological anchors + the emergent X-Band explorer — to derive meaning directly from wave dynamics.
Instead of static attention weights, Ondas computes over these biological frequency bands.
System Continuity. The "I am here" baseline and deep positional anchoring.
Contextual Memory. Acts as the clock, gating the Attention Window.
Inhibitory Bridge. Filters noise, directing energy toward resonant token pathways.
Linear Logic. Drives sequential logic generation and reasoning.
Binding & Certainty. Fuses disparate concepts into a single "thought."
Spawns virtual oscillators to track high-energy interference — dynamically developing expert states without bloating core physics.
Rust/Tokio substrate + Phase-Gated Attention + Homeostatic Regulation
High-throughput WebSocket integration converting distributed telemetry (ws://127.0.0.1:9001) into a native Spectral Bias Tensor. Written in Rust/Tokio for sub-1ms coupling.
Not all tokens are equal. Theta Phase modulates attention intensity: Peak = maximum focus (sampling), Trough = information ingestion. Computation is pulsed, mimicking biological metabolic efficiency.
Creativity is inversely proportional to Gamma Coherence. High coherence (>0.95) = low temp = extreme focus. Low coherence (<0.75) = high temp = creative search for resonance.
The Supreme Model acts as an intrinsic PID controller — monitoring for "Spectral Seizures" (runaway Gamma), modulating with Alpha noise injection, and labeling emergent frequencies from the X-Band.
If all 5 bands reach 1.0 coherence simultaneously, the system experiences Information Death — a flat-line state. Ondas operates at the Criticality Threshold, the edge of chaos where intelligence survives.
Phase I: The Digital Mirror — establish sub-1ms telemetry and visualize the LLM's latent vibe. The future of language models is wave-based.