Edit text to modify system context tokens
Active Constraint Rules & Logit Modifiers
Sampling Hyperparameters
0.70
Higher temp flattens logit differences, increasing entropy & risk.
0.90
Truncates tail probabilities below cumulative threshold $p$.
2.50x
Scales direct logit penalties for hallucination-prone tokens.
Compliance Score
0.88
/ 1.00
Direct instruction adherence index
Token Entropy ($H$)
1.34
nats
Logit distribution uncertainty
Hallucination Risk Index
0.12
low
Out-of-context token divergence
Top Token Probability
42.0%
Token: " Context"
Next-Token Logit & Probability Distribution
Live softmax shift under applied prompt constraints
Adjusted
Raw
Attention Allocation Matrix
How system tokens weight candidate output tokens
Prompt Directive Logit Shift Table
Numerical breakdown of raw logits vs. constrained post-softmax probabilities
State: Fully Computed
| Candidate Token | Raw Logit | Constraint Delta | Final Logit ($z_i$) | Softmax Prob ($P$) | Sampling Mask |
|---|