LAYA Single-Pass Decision Architecture
Deterministic O(1) decision execution vs. multi-step autoregressive generation
PAUSE FLOW
ROUTER: ENGLISH
RESET VIEW
LAYA SINGLE-PASS DECISION PIPELINE (O(1) CONSTANT TIME)
CONVENTIONAL AUTOREGRESSIVE GENERATION LOOP (GHOSTED O(N) LATENCY COMPARISON)
TENSORS
TOKENS
LOGITS
SCORES
N DECODING STEPS
INPUT STATE
TYPED SCHEMA
SEQUENCE BUILDER
ENGLISH CHECKPOINT
MULTILINGUAL CHECKPOINT
BIDIR ENCODER
MARKER EXTRACTION
DECISION HEAD
CALIBRATION LAYER
ROUTER OVERLAY
PROMPT & CONTEXT
AUTOREGRESSIVE DECODER
TOKEN GENERATION STEP
PARSER & REASONING
FINAL ACTION EXEC
SYSTEM READY — HOVER OR CLICK ANY NODE
Explore Laya's deterministic single-pass pipeline. Each component executes in a single forward pass without autoregressive token loops.
O(1) CONSTANT TIME