Module: Legion::Gaia::BehavioralSynapse::Math

Defined in:
lib/legion/gaia/behavioral_synapse.rb

Overview

Vendored confidence math — identical constants to Legion::Extensions::Synapse::Helpers::Confidence. At runtime we delegate to the real module if it is loaded.

Constant Summary collapse

STARTING_SCORES = 
{ explicit: 0.7, emergent: 0.3, seeded: 0.5 }.freeze
ADJUSTMENTS = 
{
  success: 0.02,
  failure: -0.05,
  validation_failure: -0.03,
  consecutive_bonus: 0.05
}.freeze
DECAY_RATE = 
0.998
CONSECUTIVE_BONUS_THRESHOLD = 
50
AUTONOMY_RANGES = 
{
  observe: 0.0..0.3,
  filter: 0.3..0.6,
  transform: 0.6..0.8,
  autonomous: 0.8..1.0
}.freeze
E_WEIGHT = 
3.0

Class Method Summary collapse

Class Method Details

.adjust(confidence, event, consecutive_successes: 0) ⇒ Object 



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# File 'lib/legion/gaia/behavioral_synapse.rb', line 41

def adjust(confidence, event, consecutive_successes: 0)
  delta = ADJUSTMENTS.fetch(event.to_sym, 0.0)
  delta += ADJUSTMENTS[:consecutive_bonus] if consecutive_successes >= CONSECUTIVE_BONUS_THRESHOLD
  (confidence + delta).clamp(0.0, 1.0)
end

.autonomy_mode(confidence) ⇒ Object 



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# File 'lib/legion/gaia/behavioral_synapse.rb', line 51

def autonomy_mode(confidence)
  AUTONOMY_RANGES.find { |_mode, range| range.cover?(confidence) }&.first || :observe
end

.decay(confidence, hours: 1) ⇒ Object 



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# File 'lib/legion/gaia/behavioral_synapse.rb', line 47

def decay(confidence, hours: 1)
  (confidence * (DECAY_RATE**hours)).clamp(0.0, 1.0)
end

.starting_score(origin) ⇒ Object 



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# File 'lib/legion/gaia/behavioral_synapse.rb', line 37

def starting_score(origin)
  STARTING_SCORES.fetch(origin.to_sym, 0.3)
end