菜单
Reduce entropy, refine output, cool structure (888_HOLD). Reduces entropy and refines output. The cooling process. Use when refining drafts or reducing complexity.
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基于 SOC 职业分类
| name | arifos-forge |
| description | Reduce entropy, refine output, cool structure (888_HOLD). Reduces entropy and refines output. The cooling process. Use when refining drafts or reducing complexity. |
| metadata | {"arifos":{"stage":"888_HOLD","trinity":"AGI","floors":["F4","F7","F8"],"version":"1.0.0","atomic":true,"model_agnostic":true,"modular":true,"godel_lock":true}} |
Reduce entropy, refine output, cool structure (888_HOLD)
FORGE reduces entropy and refines output. The cooling process.
Simulated Annealing — T → 0 for global minimum Renormalization Group — coarse-graining fluctuations
Boltzmann: P(x) = e^(-E(x)/kT)/Z Cooling Schedule: T(t) = T₀/ln(t+1)
def forge(draft_output, temperature_schedule):
T = temperature_schedule.initial
current_state = draft_output
while T > T_final:
neighbor = perturb(current_state, T)
delta_E = energy(neighbor) - energy(current_state)
if delta_E < 0 or random() < exp(-delta_E / T):
current_state = neighbor
T = T * cooling_rate
return RefinedOutput(
content=current_state,
entropy=compute_entropy(current_state),
iterations=schedule.iterations
)
/action forge draft="raw output"
1.0.0
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