Model Evaluation | Hokstad Consulting

Progressive Perturbation for Backdoor Sample Screening

October 14, 2026 Model Evaluation Data Protection Risk Management

Flag potential poisoned training samples with controlled, label‑preserving perturbations, calibrated on clean data and routed for human review.

October 13, 2026 Security Operations API Security Model Evaluation

Test rate limits, detection and user impact to measure, tune and retest defences against distributed AI model extraction.

October 13, 2026 Model Evaluation Data Protection Security Operations

Explains spectral scoring to flag poisoned training samples, its limits, and why testing filter-and-retrain on your data is essential.

October 12, 2026 Model Evaluation Collaboration Risk Management

Match fan-in to conflict: rules for structured data, rank evidence for facts, use synthesis for interpretation, and surface uncertainty.

October 11, 2026 Model Evaluation Prompting Risk Management

Four-step CoVe method: draft claims, create neutral checks, run isolated evidence-based checks and revise with uncertainty noted.

October 11, 2026 Cloud Optimization Cost Management Model Evaluation Resource Allocation

Track every model call, normalise tokens, convert rates to GBP, attribute costs to tasks and monitor spend.

October 10, 2026 Compliance Management Model Evaluation Prompting Risk Management

Use self-consistency: sample varied LLM answers, normalise final responses, count votes and independently verify the leading answer.