Module: Legion::Extensions::Agentic::Inference::PredictiveCoding::Helpers::Constants

Defined in:

lib/legion/extensions/agentic/inference/predictive_coding/helpers/constants.rb

Constant Summary

MAX_PREDICTIONS =

200

MAX_ERROR_HISTORY =

500

MAX_MODELS =

20

DEFAULT_PRECISION =

0.5

PRECISION_FLOOR =

0.05

PRECISION_ALPHA =

EMA for precision updates

0.12

ERROR_ALPHA =

EMA for prediction error smoothing

0.15

MODEL_LEARNING_RATE =

0.1

FREE_ENERGY_ALPHA =

EMA for free energy tracking

0.1

COMPLEXITY_PENALTY =

penalizes overly complex models

0.05

PREDICTION_DECAY =

0.01

PRECISION_DECAY =

0.005

MAX_ACTIVE_INFERENCES =

50

SURPRISE_THRESHOLD =

above this, prediction error is “surprising”

0.7

PREDICTION_ERROR_LEVELS =

{
  negligible: 0.0..0.1,
  low:        0.1..0.3,
  moderate:   0.3..0.5,
  high:       0.5..0.7,
  surprising: 0.7..1.0
}.freeze

FREE_ENERGY_LEVELS =

{
  minimal:  0.0..0.2,
  low:      0.2..0.4,
  moderate: 0.4..0.6,
  elevated: 0.6..0.8,
  critical: 0.8..Float::INFINITY
}.freeze